statistics gouri k bhattacharyya richard a johnson

Statistics - Gouri K. Bhattacharyya, Richard A. Johnson

Statistics: Principles and Methods, 8th Edition provides students and business professionals with a comprehensive introduction to statistics concepts, terminology, and methods with a wide array of practical applications. Real-world data provides an easily relatable frame of reference, while numerous examples reinforce key ideas and demonstrate critical concepts to help ease student comprehension. Designed for those seeking a highly practical introduction to statistical measurement, reasoning, and analysis, this book requires no specific mathematical background and leaves derivations behind in favor of logic, reasoning, and modern statistics software. Concepts are introduced first in a real-life setting to illustrate immediate relevancy, and are subsequently expanded to relate underlying mechanisms, limitations, and further applications. An emphasis on the relationship between validity and assumptions underscores the importance of critical thinking and the use of appropriate models while instilling thoughtful habits that lead to accuracy in interpretation. Going beyond the typical introductory text to keep the focus on application, this book gives students a deeper understanding of statistics as it is used every day across disciplines and industries.

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Bayesian Statistics for Experimental Scientists - Richard A Chechile

An introduction to the Bayesian approach to statistical inference that demonstrates its superiority to orthodox frequentist statistical analysis.This book offers an introduction to the Bayesian approach to statistical inference, with a focus on nonparametric and distribution-free methods. It covers not only well-developed methods for doing Bayesian statistics but also novel tools that enable Bayesian statistical analyses for cases that previously did not have a full Bayesian solution. The book''s premise is that there are fundamental problems with orthodox frequentist statistical analyses that distort the scientific process. Side-by-side comparisons of Bayesian and frequentist methods illustrate the mismatch between the needs of experimental scientists in making inferences from data and the properties of the standard tools of classical statistics.The book first covers elementary probability theory, the binomial model, the multinomial model, and methods for comparing different experimental conditions or groups. It then turns its focus to distribution-free statistics that are based on having ranked data, examining data from experimental studies and rank-based correlative methods. Each chapter includes exercises that help readers achieve a more complete understanding of the material. The book devotes considerable attention not only to the linkage of statistics to practices in experimental science but also to the theoretical foundations ... Unknown localization key: "more"

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Miller & Freund's Probability and Statistics for Engineers, Global Edition - Richard Johnson, Irwin Miller, John Freund

For an introductory, one or two semester, or sophomore-junior level course in Probability and Statistics or Applied Statistics for engineering, physical science, and mathematics students. An Applications-Focused Introduction to Probability and Statistics Miller & Freund''s Probability and Statistics for Engineers is rich in exercises and examples, and explores both elementary probability and basic statistics, with an emphasis on engineering and science applications. Much of the data has been collected from the author''s own consulting experience and from discussions with scientists and engineers about the use of statistics in their fields. In later chapters, the text emphasizes designed experiments, especially two-level factorial design. The Ninth Edition includes several new datasets and examples showing application of statistics in scientific investigations, familiarizing students with the latest methods, and readying them to become real-world engineers and scientists.

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Business Statistics, Global Edition - Richard De Veaux, Paul Velleman, Norean Sharpe

This title is a Pearson Global Edition. The Editorial team at Pearson has worked closely with educators around the world to include content, which is especially relevant to students outside the United States. For two-semester business statistics courses. Relevant statistical methods that empower individuals to make effective, data-informed business decisions Business Statistics, 4th Edition, by Sharpe, Sharpe, De Veaux, and Velleman, narrows the gap between theory and practice, by covering relevant and real-life statistical methods that help business students make good, data-driven decisions. With their unique blend of teaching, consulting, and entrepreneurial experiences, this dynamic author team brings a modern edge to teaching statistics to business students. Focusing on stats in the context of real business issues, with an emphasis on analysis and understanding over computation, the text helps students to be analytical, prepares them to make better business decisions, and shows them how to effectively communicate results. MyLab Statistics is not included. Students, if MyLab Statistics is a recommended/mandatory component of the course, please ask your instructor for the correct ISBN. MyLab Statistics should only be purchased when required by an instructor. Instructors, contact your Pearson representative for more information. Reach every student by pairing this text with MyLab ... Unknown localization key: "more"

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Basic Business Statistics - Dean P. Foster, Robert A. Stine, Richard P. Waterman

Preface Statistics is seldom the most eagerly anticipated course of a business student. It typically has the reputation of being a boring, complicated, and confusing mix of mathematical formulas and computers. Our goal in writing this casebook and the companion volume (Business Analysis Using Regression) was to change that impression by showing how statistics yields insights and answers interesting business questions. Rather than dwell on underlying formulas, we show how to use statistics to answer questions. Each case study begins with a business question and concludes with an answer to that question. Formulas appear only as needed to address the questions, and we focus on the insights into the problem provided by the mathematics. The mathematics serves a purpose. The material in this casebook is organized into 11 "classes" of related case studies that develop a single, key idea of statistics. The analysis of data using statistics is seldom very straightforward, and each analysis has many nuances. Part of the appeal of statistics is this richness, this blending of substantive theories and mathematics. For newcomers, however, this blend is too rich, and they are easily overwhelmed and unable to sort out the important ideas from nuances. Although later cases in ... Unknown localization key: "more"

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Embrace the Future - R. Gopalakrishnan and Hrishi Bhattacharyya

ONCE UPON A TIME, there was a family whose very name connoted wealth. The Vanderbilts had a vast empire built on freight through steamboats and railroads. Over a few generations, the wealth-worth billions in today's money-had been frittered away and the business itself faded as new options came up in the freight business. Their story remains an enduring example of what happens when business leaders fail to embrace the future and transform. BUSINESS TRANSFORMATION is a live subject, one that authors R. Gopalakrishnan and Hrishi Bhattacharyya have between them a hundred-plus years of leading in their companies. Their learnings, supported by numerous examples, make for riveting reading. One chief lesson why such transformations succeed or fail has to do with combining the art and science of the change - the heart and the mind - and getting the balance of the two right. In life as in business, to effect a transformation, one needs a compelling narrative, one that inspires the organisation. Important too is to see transformation as a continuous endeavour and made a part of work culture rather than to consider it an exercise undertaken only in a crisis. Embrace the Future is a major book by two ... Unknown localization key: "more"

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A Beginner’s Guide to Statistics for Criminology and Criminal Justice Using R - Alese Wooditch, Samuel Langton, Reka Solymosi, Nicole J. Johnson, Ju

This book provides hands-on guidance for researchers and practitioners in criminal justice and criminology to perform statistical analyses and data visualization in the free and open-source software R. It offers a step-by-step guide for beginners to become familiar with the RStudio platform and tidyverse set of packages. This volume will help users master the fundamentals of the R programming language, providing tutorials in each chapter that lay out research questions and hypotheses centering around a real criminal justice dataset, such as data from the National Survey on Drug Use and Health, National Crime Victimization Survey, Youth Risk Behavior Surveillance System, The Monitoring the Future Study, and The National Youth Survey. Users will also learn how to manipulate common sources of agency data, such as calls-for-service (CFS) data. The end of each chapter includes exercises that reinforce the R tutorial examples, designed to help master the software as well as to provide practice on statistical concepts, data analysis, and interpretation of results.The text can be used as a stand-alone guide to learning R or it can be used as a companion guide to an introductory statistics textbook, such as Basic Statistics in Criminal Justice (2020).

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Keeping the Red Flag Flying - Richard Johnson, Gavin Hyman, Mark Garnett

Labour leader Harold Wilson was once asked how difficult he found being prime minister of the United Kingdom. ‘Not half as difficult as being Leader of the Opposition’, he replied. Sadly for the Labour Party, much of the last century has been spent in shadow government. But were these wasted years in the Party’s history? Or did they offer vital opportunities for creation and improvement? In Keeping the Red Flag Flying political historians Mark Garnett, Gavin Hyman and Richard Johnson offer the first in-depth account of Labour’s periods out of office since becoming the Official Opposition in 1922. They argue that, far from being barren periods in the Party’s history, Labour’s opposition years from MacDonald to Starmer have been undervalued and misunderstood. Across the book’s eight chapters they scrutinise Labour’s approach to reforming the party machinery, its development of policy proposals, its success in appealing to the wider electorate and its skill in opposing the government to identify the key hallmarks of successful opposition, as well as common mistakes. As the Labour Party prepares for a long-awaited return to government, this insightful book on Labour’s past has vital lessons for the Party’s future.

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Spatial Statistics Illustrated - Flora Vale, Lauren Bennett

Spatial statistics empowers you to go beyond visual analysis to answer questions confidently and make data-driven decisions.Thanks to the data and computational power now at our fingertips, data science is in every aspect of our lives. But with so many algorithms and buzzwords floating around, where do you start to solve complex problems or figure out where to go next?There has never been a more exciting time to learn about spatial statistics. Spatial statistics uses an aspect of geography that helps you quantify patterns and relationships so that you can feel confident in your analysis.Spatial Statistics Illustrated is an introductory book for learning the concepts behind the powerful spatial statistics tools in ArcGIS.With approachable explanations and uncomplicated drawings, Spatial Statistics Illustrated gives readers an accessible understanding of some of the most widely used spatial statistics methods, including how they work and when to use them. In a friendly, conversational tone, the authors share techniques that can help you explore your data in meaningful ways; quantify patterns and relationships; understand trends, and make informed, impactful decisions.This book has something for everyone analyzing data, including:seasoned data scientists looking to explore the value that spatial analysis offersGIS analysts looking to expand their spatial ... Unknown localization key: "more"

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Statistics in Plain English - Timothy C. Urdan

Statistics in Plain English is a straightforward, conversational introduction to statistics that delivers exactly what its title promises. Each chapter begins with a brief overview of a statistic (or set of statistics) that describes what the statistic does and when to use it, followed by a detailed step-by-step explanation of how the statistic works and exactly what information it provides. Chapters also include an example of the statistic (or statistics) used in real-world research, "Worked Examples," "Writing It Up" sections that demonstrate how to write about each statistic, "Wrapping Up and Looking Forward" sections, and practice work problems.Thoroughly updated throughout, this edition features several key additions and changes. First, a new chapter on person-centered analyses, including cluster analysis and latent class analysis (LCA) has been added, providing an important alternative to the more commonly used variable-centered analyses (e.g., t tests, ANOVA, regression). Next, the chapter on non-parametric statistics has been enhanced with in-depth descriptions of Mann-Whitney U, Kruskal-Wallis, and Wilcoxon Signed-Rank analyses, in addition to the detailed discussion of the Chi-square statistic found in the previous edition. These nonparametric statistics are widely used when dealing with nonnormally distributed data. This edition also includes more information about the assumptions of various ... Unknown localization key: "more"

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An Adventure in Statistics - Andy Field

APEX Award 2023 for Publication Excellence: Print Media - Education & Training Shortlisted for the British Psychological Society Book Award 2017 Shortlisted for the British Book Design and Production Awards 2016 Shortlisted for the Association of Learned & Professional Society Publishers Award for Innovation in Publishing 2016 Now in its second edition, An Adventure in Statistics: The Reality Enigma by best-selling author and award-winning teacher Andy Field offers a better way to learn statistics. It combines rock-solid statistics coverage with compelling visual storytelling to address the conceptual difficulties that students learning statistics for the first time often encounter in introductory courses. Students are guided away from rote memorization towards independent, critical thinking and problem solving. This essential foundation to understanding statistics is woven into the unique action-packed story of Zach, who thinks, processes information and faces challenges to his understanding in the same way as a statistics novice. Illustrated with stunning, graphic novel-style art and featuring Socratic dialogue, the story captivates readers as it introduces them to concepts, eliminating potential statistics anxiety. No previous statistics knowledge is presumed, and no use of data analysis software is required – everything you would expect for an introductory course is covered but with ... Unknown localization key: "more"

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Introducing Statistics - Eileen Magnello

From the medicine we take, the treatments we receive, the aptitude and psychometric tests given by employers, the cars we drive, the clothes we wear to even the beer we drink, statistics have given shape to the world we inhabit. For the media, statistics are routinely ''damning'', ''horrifying'', or, occasionally, ''encouraging''. Yet, for all their ubiquity, most of us really don''t know what to make of statistics. Exploring the history, mathematics, philosophy and practical use of statistics, Eileen Magnello - accompanied by Bill Mayblin''s intelligent graphic illustration - traces the rise of statistics from the ancient Babylonians, Egyptians and Chinese, to the censuses of Romans and the Greeks, and the modern emergence of the term itself in Europe. She explores the ''vital statistics'' of, in particular, William Farr, and the mathematical statistics of Karl Pearson and R.A. Fisher.She even tells how knowledge of statistics can prolong one''s life, as it did for evolutionary biologist Stephen Jay Gould, given eight months to live after a cancer diagnoses in 1982 - and he lived until 2002. This title offers an enjoyable, surprise-filled tour through a subject that is both fascinating and crucial to understanding our world.

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Exploring Strategy, Text & Cases - Johnson Gerry, Kevan Scholes, Duncan Angwin, Richard Whittington, Patrick Regner

Develop your strategic thinking, tackle real-world challenges and develop the skills to think and behave like a manager. With over a million copies sold worldwide, Exploring Strategy by Whittington, Angwin, Regnér, Johnson, and Scholes is the essential introduction to strategy for managers of today and tomorrow, tackling the hottest and most up-to-date issues regarding the operation of organisations. The latest 13th edition is renewed and revised according to the latest developments in the field, continuing the exploration surrounding the big questions about organisations: How does an organisation prosper today How do organisations grow How do they innovate and change? From entrepreneurial start-ups to multinationals and charities to government agencies, this industry-leading text includes extensive case studies and features to help you get a deeper understanding of the concepts and topics from theory to practice. This text and cases edition includes a wealth of additional case studies to help you get an even deeper insight into the manager-way of thinking. New to this edition: Think strategically and carry out case analyses and strategy assignments with the new chapter, ''Working with Strategy'' Gain better insight into the three highlighted core themes: sustainability, non-profits, and digital strategy Learn from case studies of well-known ... Unknown localization key: "more"

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Statistics 101 - David Borman

A comprehensive guide to statistics—with information on collecting, measuring, analyzing, and presenting statistical data—continuing the popular 101 series. Data is everywhere. In the age of the internet and social media, we’re responsible for consuming, evaluating, and analyzing data on a daily basis. From understanding the percentage probability that it will rain later today, to evaluating your risk of a health problem, or the fluctuations in the stock market, statistics impact our lives in a variety of ways, and are vital to a variety of careers and fields of practice. Unfortunately, most statistics text books just make us want to take a snooze, but with Statistics 101, you’ll learn the basics of statistics in a way that is both easy-to-understand and apply. From learning the theory of probability and different kinds of distribution concepts, to identifying data patterns and graphing and presenting precise findings, this essential guide can help turn statistical math from scary and complicated, to easy and fun. Whether you are a student looking to supplement your learning, a worker hoping to better understand how statistics works for your job, or a lifelong learner looking to improve your grasp of the world, Statistics 101 has you covered.

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Basic Business Statistics, Global Edition - David Levine, Mark Berenson, Kathryn Szabat, David Stephan

For one- or-two-semester courses in business statistics. Give students the statistical foundation to hone their analysis skills for real-world decisions Basic Business Statistics helps students see the essential role that statistics will play in their future careers by using examples drawn from all functional areas of real-world business. Guided by principles set forth by ASA’s Guidelines for Assessment and Instruction (GAISE) reports and the authors’ diverse teaching experiences, the text continues to innovate and improve the way this course is taught to students. The 14th Edition includes new and updated resources and tools to enhance students’ understanding, and provides the best framework for learning statistical concepts. MyLabTM Business Statistics is not included. Students, if MyLab Business Statistics is a recommended/mandatory component of the course, please ask your instructor for the correct ISBN. MyLab Business Statistics should only be purchased when required by an instructor. Instructors, contact your Pearson representative for more information. Reach every student by pairing this text with MyLab Business Statistics MyLabTM is the teaching and learning platform that empowers you to reach every student. By combining trusted author content with digital tools and a flexible platform, MyLab personalizes the learning experience and improves results for each student.

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Thinking About Statistics - Jun Otsuka

Simply stated, this book bridges the gap between statistics and philosophy. It does this by delineating the conceptual cores of various statistical methodologies (Bayesian/frequentist statistics, model selection, machine learning, causal inference, etc.) and drawing out their philosophical implications. Portraying statistical inference as an epistemic endeavor to justify hypotheses about a probabilistic model of a given empirical problem, the book explains the role of ontological, semantic, and epistemological assumptions that make such inductive inference possible. From this perspective, various statistical methodologies are characterized by their epistemological nature: Bayesian statistics by internalist epistemology, classical statistics by externalist epistemology, model selection by pragmatist epistemology, and deep learning by virtue epistemology. Another highlight of the book is its analysis of the ontological assumptions that underpin statistical reasoning, such as the uniformity of nature, natural kinds, real patterns, possible worlds, causal structures, etc. Moreover, recent developments in deep learning indicate that machines are carving out their own "ontology" (representations) from data, and better understanding this—a key objective of the book—is crucial for improving these machines’ performance and intelligibility. Key FeaturesWithout assuming any prior knowledge of statistics, discusses philosophical aspects of traditional as well as cutting-edge statistical methodologies.Draws parallels between various methods of statistics and philosophical ... Unknown localization key: "more"

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Statistics II For Dummies - Deborah J. Rumsey

Continue your statistics journey with this all-encompassing reference Completed Statistics through standard deviations, confidence intervals, and hypothesis testing? Then you’re ready for the next step: Statistics II. And there’s no better way to tackle this challenging subject than with Statistics II For Dummies! Get a brief overview of Statistics I in case you need to brush up on earlier topics, and then dive into a full explanation of all Statistic II concepts, including multiple regression, analysis of variance (ANOVA), Chi-square tests, nonparametric procedures, and analyzing large data sets. By the end of the book, you’ll know how to use all the statistics tools together to create a great story about your data. For each Statistics II technique in the book, you get an overview of when and why it’s used, how to know when you need it, step-by-step directions on how to do it, and tips and tricks for working through the solution. You also find:  What makes each technique distinct and what the results say How to apply techniques in real life An interpretation of the computer output for data analysis purposes Instructions for using Minitab to work through many of the calculations Practice with a lot of ... Unknown localization key: "more"

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Statistics: The Art and Science of Learning from Data, Global Edition - Alan Agresti, Christine Franklin, Bernhard Klingenberg

Statistics: The Art and Science of Learning From Data, 5th Edition helps you understand what statistics is all about and learn the right questions to ask when analyzing data, instead of just memorizing procedures. It makes accessible the ideas that have turned statistics into a central science of modern life, without compromising essential material. Students often find this book enjoyable to read and stay engaged with the wide variety of real-world data in the examples and exercises. Based on the authors'' belief that it''s important for you to learn and analyze both quantitative and categorial data, this text pays greater attention to the analysis of proportions than many other introductory statistics texts. Key features include: Greater attention to the analysis of proportions compared to other introductory statistics texts. Introduction to key concepts, presenting the categorical data first, and quantitative data after. A wide variety of real-world data in the examples and exercises New sections and updated content will enhance your learning and understanding. Pearson MyLab® Students, if Pearson Pearson MyLab Statistics is a recommended/mandatory component of the course, please ask your instructor for the correct ISBN. Pearson MyLab Statistics should only be purchased when required by an instructor. Instructors, contact ... Unknown localization key: "more"

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Updated Version of The Practice of Statistics for the APA Course (Student Edition) - Daren Starnes, Josh Tabor

The Practice of Statistics is the most trusted program for AP® Statistics because it provides teachers and students with everything they need to be successful in the statistics course and on the AP® Exam. With the expert authorship of high school AP® Statistics veterans, Daren Starnes and Josh Tabor and their supporting team of AP® teacher/leaders, The UPDATED Practice of Statistics, Sixth edition features a revised organization to match the new unit structure in the 2019-2020 Course Framework for AP® Statistic perfectly. While developing this updated edition, the authors ensured that every College Board Learning Objective and Essential Knowledge statement in the 2019-2020 Course Framework is addressed fully. In addition, all of the required skills -- selecting statistical methods, data analysis, using probability and simulation, and statistical argumentation -- are integrated in the student edition and are clearly identified in the Updated Teacher’s Edition to help teachers reinforce them at point of use. The Updated Practice of Statistics program combines a data analysis approach with the power of technology, innovative pedagogy, and an extensive support program entirely refreshed to reflect the changes that will allow teachers to use the revised College Board organization and content seamlessly. The Updated edition features ... Unknown localization key: "more"

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Medical Statistics Made Easy, fourth edition - Michael Harris, Gordon Taylor

Contains all you need to know to understand statistics in medicine.Medical Statistics Made Easy has been a perennial bestseller since the first edition was published (it is consistently a #1 bestseller in medical statistics/biostatistics on Amazon).It is recommended and required worldwide on a variety of courses and programmes, from undergraduate medicine, through to professional medical qualifications.It is a book of key statistics principles for anyone studying or working in medicine and healthcare who needs a basic overview of the subject. It is ideal for non-statisticians who need to understand how statistics are used and applied in medicine and medical research.Using a consistent format, the authors describe the most common statistical methods in turn and then rate them on how difficult they are to understand and how common they are. The worked examples that demonstrate the statistical method in action include current articles from the medical literature and now feature a wider range of medical journals.This fourth edition continues with the same structure as the previous editions, with new sections on cut-off points and ROC curves, as well as a new chapter on choosing the right statistical test. It also features a completely revised and updated ''Statistics at work'' section.

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Statistics for Public Policy - Jeremy G. Weber

A long-overdue guide on how to use statistics to bring clarity, not confusion, to policy work. Statistics are an essential tool for making, evaluating, and improving public policy. Statistics for Public Policy is a crash course in wielding these unruly tools to bring maximum clarity to policy work. Former White House economist Jeremy G. Weber offers an accessible voice of experience for the challenges of this work, focusing on seven core practices: Thinking big-picture about the role of data in decisions Critically engaging with data by focusing on its origins, purpose, and generalizability Understanding the strengths and limits of the simple statistics that dominate most policy discussions Developing reasons for considering a number to be practically small or large  Distinguishing correlation from causation and minor causes from major causes Communicating statistics so that they are seen, understood, and believed Maintaining credibility by being right (or at least respectably wrong) in every setting Statistics for Public Policy dispenses with the opacity and technical language that have long made this space impenetrable; instead, Weber offers an essential resource for all students and professionals working at the intersections of data and policy interventions. This book is all signal, no noise.

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Statistics for Economics, Accounting and Business Studies - C. Rashaad Shabab, Michael Barrow

A reader-friendly introduction to the exciting world of statistics for the analysts, business leaders and policymakers of tomorrow. "Barrow and Shabab''s Statistics for Economics, Accounting and Business Studies textbook has an excellent mix of application, intuition and statistical theory that is suitable for students with and without prior knowledge in statistics." Dr Robert Riegler, Senior Lecturer in Economics, Aston University Statistics for Economics, Accounting, and Business Studies,8th edition by Michael Barrow and C. Rashaad Shabab, is a user-friendly introduction to the subject, aimed at students studying economics, accountancy, finance, and business. This comprehensive text applies a wide variety of statistical tools and techniques to real-world situations, with numerous examples and exercises integrated throughout to help you build up your knowledge and skills. Easy to follow and without requiring any prior knowledge of Statistics, this book will guide you through the essential principles of the field and provide a thorough analysis of statistical concepts and methods. Key features in this new edition include: A new chapter on Data Visualisation, reflecting the growing importance of this topic Application of statistics to issues of contemporary interest, such as the impact of global events like Covid-19, development economics, tourism, education and working hours A ... Unknown localization key: "more"

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Introduction to the New Statistics - Geoff Cumming, Robert Calin-Jageman

This fully revised and updated second edition is an essential introduction to inferential statistics. It is the first introductory statistics text to use an estimation approach from the start and also to explain the new and exciting Open Science practices, which encourage replication and enhance the trustworthiness of research. The estimation approach, with meta-analysis (“the new statistics”), is exactly what’s needed for Open Science.Key features of this new edition include:Even greater prominence for Open Science throughout the book. Students easily understand basic Open Science practices and are guided to use them in their own work. There is discussion of the latest developments now being widely adopted across science and medicine.Integration of new open-source esci (Estimation Statistics with Confidence Intervals) software, running in jamovi. This is ideal for the book and extends seamlessly to what’s required for more advanced courses, and also by researchers. See www.thenewstatistics.com/itns/esci/jesci/.Colorful interactive simulations, including the famous dances, to help make key statistical ideas intuitive. These are now freely available through any browser. See www.esci.thenewstatistics.com/.Coverage of both estimation and null hypothesis significance testing (NHST) approaches, with full guidance on how to translate between the two.Effective learning strategies and pedagogical features to promote critical thinking, comprehension and retentionDesigned ... Unknown localization key: "more"

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Statistics Every Programmer Needs - Gary Sutton

Put statistics into practice with Python!Data-driven decisions rely on statistics. Statistics Every Programmer Needs introduces the statistical and quantitative methods that will help you go beyond "gut feeling" for tasks like predicting stock prices or assessing quality control, with examples using the rich tools of the Python data ecosystem.Statistics Every Programmer Needs will teach you how to: Apply foundational and advanced statistical techniques Build predictive models and simulations Optimize decisions under constraints Interpret and validate results with statistical rigor Implement quantitative methods using Python You''ve got the raw data—how do you turn it into actionable insights you can use to make decisions? Statistics and quantitative technologies are the essential tools every programmer needs for navigating uncertainty, optimizing outcomes, and making informed choices. In this hands-on guide, stats expert Gary Sutton blends the theory behind these statistical techniques with practical Python-based applications, offering structured, reproducible, and defensible methods for tackling complex decisions.

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Psychological Statistics - Thomas J. Faulkenberry

Psychological Statistics: The Basics walks the reader through the core logic of statistical inference and provides a solid grounding in the techniques necessary to understand modern statistical methods in the psychological and behavioral sciences. This book is designed to be a readable account of the role of statistics in the psychological sciences. Rather than providing a comprehensive reference for statistical methods, Psychological Statistics: The Basics gives the reader an introduction to the core procedures of estimation and model comparison, both of which form the cornerstone of statistical inference in psychology and related fields. Instead of relying on statistical recipes, the book gives the reader the big picture and provides a seamless transition to more advanced methods, including Bayesian model comparison.Psychological Statistics: The Basics not only serves as an excellent primer for beginners but it is also the perfect refresher for graduate students, early career psychologists, or anyone else interested in seeing the big picture of statistical inference. Concise and conversational, its highly readable tone will engage any reader who wants to learn the basics of psychological statistics.

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The Art of Statistics - David Spiegelhalter

''A statistical national treasure'' Jeremy Vine, BBC Radio 2''Required reading for all politicians, journalists, medics and anyone who tries to influence people (or is influenced) by statistics. A tour de force'' Popular ScienceDo busier hospitals have higher survival rates? How many trees are there on the planet? Why do old men have big ears? David Spiegelhalter reveals the answers to these and many other questions - questions that can only be addressed using statistical science.Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way statistical claims can be sensationalised, particularly in the media. In the age of big data, as data science becomes established as a discipline, a basic grasp of statistical literacy is more important than ever. In The Art of Statistics, David Spiegelhalter guides the reader through the essential principles we need in order to derive knowledge from data. Drawing on real world problems to introduce conceptual issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether serial killer Harold Shipman could have been caught earlier, and if screening for ovarian cancer is beneficial. ''Shines a light on ... Unknown localization key: "more"

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Applied Statistics Using R - Matthias Mittner, Mehmet Mehmetoglu

If you want to learn to use R for data analysis but aren’t sure how to get started, this practical book will help you find the right path through your data. Drawing on real-world data to show you how to use different techniques in practice, it helps you progress your programming and statistics knowledge so you can apply the most appropriate tools in your research. It starts with descriptive statistics and moves through regression to advanced techniques such as structural equation modelling and Bayesian statistics, all with digestible mathematical detail for beginner researchers. The book: Shows you how to use R packages and apply functions, adjusting them to suit different datasets. Gives you the tools to try new statistical techniques and empowers you to become confident using them. Encourages you to learn by doing when running and adapting the authors’ own code. Equips you with solutions to overcome the potential challenges of working with real data that may be messy or imperfect. Accompanied by online resources including screencast tutorials of R that give you step by step guidance and R scripts and datasets for you to practice with, this book is a perfect companion for any student of applied statistics ... Unknown localization key: "more"

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How to Lie with Statistics - Huff Darrell

''A great introduction to a crucial topic'' Bill Gates''Perhaps the most popular book on statistics ever published ... It''s a marvel ... gave me a peek behind the curtain of statistical manipulation, showing me how the swindling was done so that I would not be fooled again'' Tim HarfordIn 1954, Darrell Huff decided enough was enough. Fed up with politicians, advertisers and journalists using statistics to sensationalise, inflate, confuse, oversimplify and - on occasion - downright lie, he decided to shed light on their ill-informed and sneaky ways. How to Lie with Statistics is the result - the definitive and hilarious primer in the ways statistics are used to deceive.With over one and half million copies sold around the world, it has delighted generations of readers with its cheeky takes on the ins and outs of samples, averages, errors, graphs and indexes. And in the modern world of big data and misinformation, Huff remains the perfect guide through the maze of facts and figures that are designed to make us believe anything.''A hilarious exploration of mathematical mendacity.... Every time you pick it up, what happens? Bang goes another illusion!'' The New York Times''A pleasantly subversive little book guaranteed to undermine ... Unknown localization key: "more"

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Bayesian Methods in Statistics - Mel Slater

This book walks you through learning probability and statistics from a Bayesian point of view. From an introduction to probability theory through to frameworks for doing rigorous calculations of probability, it discusses Bayes’ Theorem before illustrating how to use it in a variety of different situations with data addressing social and psychological issues. The book also: Equips you with coding skills in the statistical modelling language Stan and programming language R. Discusses how Bayesian approaches to statistics compare to classical approaches. Introduces Markov Chain Monte Carlo methods for doing Bayesian statistics through computer simulations, so you understand how Bayesian solutions are implemented. Features include an introduction to each chapter and a chapter summary to help you check your learning. All the examples and data used in the book are also available in the online resources so you can practice at your own pace. For readers with some understanding of basic mathematical functions and notation, this book will get you up and running so you can do Bayesian statistics with confidence.

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Target Grade 5 Edexcel GCSE (9-1) Mathematics Shape and Statistics Workbook - Diane Oliver

Target Grade 5 workbooks build skills from Grade 4 and extend into Grade 6 to catch up, keep up and make expected progress in GCSE (9-1) Mathematics. Target’s unique approach tackles the key misconceptions and barriers identified at each grade level to build essential exam skills for success. Each unit breaks down mathematical concepts into the core components to tackle misunderstandings at the root, add depth to knowledge and build confidence. After checking their basic knowledge and boosting skills, students can test their knowledge with exam-style questions and problem-solving exercises. The workbooks also includes a glossary, useful formulae and an answers section to support independent working both in and out of the classroom. Exam Board: Pearson EdexcelLevel: GCSE (9-1)Subject: MathematicsFirst Teaching: September 2015First Exams: June 2017 Part of the Target Edexcel GCSE (9-1) Mathematics series: Target Grade 3 Algebra and Shape Target Grade 3 Number and Statistics Target Grade 5 Number and Algebra Target Grade 5 Shape and Statistics Target Grade 7 Algebra and Shape Target Grade 7 Numbers and Statistics Target Grade 9 Algebra Target Grade 9 Algebraic Techniques, Shape and Statistics Target workbooks make the perfect partner to the GCSE (9-1) Revise! series.

Objev podobné jako Target Grade 5 Edexcel GCSE (9-1) Mathematics Shape and Statistics Workbook - Diane Oliver

A Dictionary of Statistics 3e - Diane Cook, Graham Upton

This wide-ranging, jargon-free dictionary contains over 2,300 entries on all aspects of statistics, including terms used in computing, mathematics, and probability. It also includes biographical information on over 200 key figures in the field and coverage of statistical journals and societies. While embracing the whole multi-disciplinary spectrum of this complex subject, information is presented in a clear and practical manner. This edition features recommended web links for many entries, accessible via the Dictionary of Statistics website, which provide valuable extra information. This edition features expanded coverage of applied statistics. Entries are generously illustrated with 130 useful figures and diagrams, and include worked examples where applicable. Appendices include a historical calendar of important statistical events, lists of statistical and mathematical notation, and statistical tables. It is an invaluable dictionary for statistics students and professionals from a wide range of disciplines, including economics, politics, market research, medicine, psychology, pharmaceuticals, and mathematics, and provides a clear introduction to the subject for the general reader.

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Target Grade 7 Edexcel GCSE (9-1) Mathematics Number and Statistics Workbook - Diane Oliver

Target Grade 7 workbooks build skills from Grade 6 and extend into Grade 8 to catch up, keep up and make expected progress in GCSE (9-1) Mathematics. Target’s unique approach tackles the key misconceptions and barriers identified at each grade level to build essential exam skills for success. Each unit breaks down mathematical concepts into the core components to tackle misunderstandings at the root, add depth to knowledge and build confidence. After checking their basic knowledge and boosting skills, students can test their knowledge with exam-style questions and problem-solving exercises. The workbooks also includes a glossary, useful formulae and an answers section to support independent working both in and out of the classroom. Exam Board: Pearson EdexcelLevel: GCSE (9-1)Subject: MathematicsFirst Teaching: September 2015First Exams: June 2017 Part of the Target Edexcel GCSE (9-1) Mathematics series: Target Grade 3 Algebra and Shape Target Grade 3 Number and Statistics Target Grade 5 Number and Algebra Target Grade 5 Shape and Statistics Target Grade 7 Algebra and Shape Target Grade 7 Numbers and Statistics Target Grade 9 Algebra Target Grade 9 Algebraic Techniques, Shape and Statistics Target workbooks make the perfect partner to the GCSE (9-1) Revise! series.

Objev podobné jako Target Grade 7 Edexcel GCSE (9-1) Mathematics Number and Statistics Workbook - Diane Oliver

John E. Freund's Mathematical Statistics with Applications - Irwin Miller, Marylees Miller

John E. Freund''s Mathematical Statistics with Applications , Eighth Edition, provides a calculus-based introduction to the theory and application of statistics, based on comprehensive coverage that reflects the latest in statistical thinking, the teaching of statistics, and current practices. This text is appropriate for a two-semester or three-quarter calculus-based course in Introduction to Mathematical Statistics. It can also be used for a single-semester course emphasising probability, probability distributions and densities, sampling, and classical statistical inference.

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Understanding Statistics in Psychology - Dennis Howitt, Duncan Cramer

Become confident with the most common statistical techniques so that you can grasp the fundamentals and transition from a student to a professional researcher Now in its ninth edition, Understanding Statistics in Psychology, by Dennis Howitt and Duncan Cramer continues to provide an accessible introduction to the intimidating subject of statistics in psychology for students of all years and abilities. Clear explanations and diagrams break down the statistical techniques that are used in modern psychological research and updated examples of real-life studies bring the topic to life by showing you how statistics are used in practice. The new software-agnostic approach of this edition means that you will gain a solid understanding of statistics which can be applied to whichever statistical package you are using to analyse your data. The modular structure of this text and its small accessible chapters also mean that it is easy to dip in and out of, concentrating on the techniques that are the most relevant for you and your own research projects. This text does not just focus on how to analyse data but also contains clear and detailed guidance of the whole research process, from how to choose the appropriate tests, to interpreting your ... Unknown localization key: "more"

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Beginning Statistics - Ian Diamond, Liam Foster, Julie Banton

In the Second Edition of this bestselling textbook, the authors use real-world examples to introduce basic principles in statistics with no prior knowledge or experience assumed. With an emphasis on describing concepts, showing through example and illustrating points with graphs and displays, this book will provide readers with a step-by-step introduction to using statistics.Chapters address the following questions: Why bother learning statistics in the first place and are they relevant to real life? How do I make sensible tables and informative graphs? What are descriptive and inferential statistics and how are they used? What are regression and correlation anyway?

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Basic Statistics for Psychologists - Marc Brysbaert

Written by an experienced teacher of statistics, the new edition of this accessible yet authoritative textbook covers all areas of undergraduate statistics and provides a firm foundation upon which students can build their own knowledge. Featuring new chapters on Bayesian and multiple regression analysis, this book gives students a working understanding of how to conduct reliable and methodical research using statistics. Brysbaert illustrates the key concepts using examples from psychological research, with clear formulas and explanations for calculations. With helpful chapter-by-chapter guidance for carrying out tests using SPSS, as well as coverage of jamovi and JASP software, this book aims to develop students’ confidence in statistical analysis, and to take the fear out of the topic. It offers an easily navigable layout filled with features that help learners to avoid common pitfalls and check their understanding along the way.This engaging and informative guide is essential reading for undergraduate psychology students taking courses in research methods and statistics.New to this Edition:- Chapters on Bayesian analysis, mixed-effects models, and multiple regression analysis- Coverage of jamovi and JASP, two free statistical packages

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Target Grade 3 Edexcel GCSE (9-1) Mathematics Number and Statistics Workbook - Diane Oliver

Target Grade 3 workbooks build skills from Grade 2 and extend into Grade 4 to catch up, keep up and make expected progress in GCSE (9-1) Mathematics. Target’s unique approach tackles the key misconceptions and barriers identified at each grade level to build essential exam skills for success. Each unit breaks down mathematical concepts into the core components to tackle misunderstandings at the root, add depth to knowledge and build confidence. After checking their basic knowledge and boosting skills, students can test their knowledge with exam-style questions and problem-solving exercises. The workbooks also includes a glossary, useful formulae and an answers section to support independent working both in and out of the classroom. Exam Board: Pearson EdexcelLevel: GCSE (9-1)Subject: MathematicsFirst Teaching: September 2015First Exams: June 2017 Part of the Target Edexcel GCSE (9-1) Mathematics series: Target Grade 3 Algebra and Shape Target Grade 3 Number and Statistics Target Grade 5 Number and Algebra Target Grade 5 Shape and Statistics Target Grade 7 Algebra and Shape Target Grade 7 Numbers and Statistics Target Grade 9 Algebra Target Grade 9 Algebraic techniques, shape & statistics Target workbooks make the perfect partner to the GCSE (9-1) Revise! series.

Objev podobné jako Target Grade 3 Edexcel GCSE (9-1) Mathematics Number and Statistics Workbook - Diane Oliver

Business Statistics Using Excel - R. Panneerselvam

This book gives readers a hands-on understanding of Excel-assisted statistical techniques to take effective business decisions. It showcases applications of the tools and techniques of statistics for analysing business data from the domain of business statistics.The volume provides an exhaustive introduction to the application of statistics in solving business problems and implementing data analytics for effective decision making in all kinds of business situations around the world. With an emphasis on simplicity in presentation of concepts of statistical methods and associated Excel functions, the volume explores the implementation of Excel functions through well-defined sequences of steps. It covers an array of key topics which includeDiscussions on real-world problems, decision support systems, scope of business statistics, types, and steps of research;Introduction to Excel and its mathematical and preliminary statistical functions; usage of different types of average functions; mean, median, and mode functions; measures of variation; measures of skewness of Excel;In-depth discussions on probability distributions, sampling distributions, testing of hypothesis, chi-square test, non-parametric tests of Excel;Extensive coverage on correlation and covariance, forecasting, analysis of variance, charts in Excel; andAnalysis of the concept of linear programming, problem formulations, and techniques of linear programming, followed by the application in Excel.Comprehensive in scope and simple ... Unknown localization key: "more"

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Introduction to Mathematical Statistics, Global Edition - Craig Allen, Robert Hogg, Joeseph McKean

For courses in mathematical statistics. Comprehensive coverage of mathematical statistics – with a proven approach Introduction to Mathematical Statistics by Hogg, McKean, and Craig enhances student comprehension and retention with numerous, illustrative examples and exercises. Classical statistical inference procedures in estimation and testing are explored extensively, and the text’s flexible organization makes it ideal for a range of mathematical statistics courses. Substantial changes to the 8th Edition – many based on user feedback – help students appreciate the connection between statistical theory and statistical practice, while other changes enhance the development and discussion of the statistical theory presented.

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Statistics and Data Visualisation with Python - Jesus Rogel-Salazar

This book is intended to serve as a bridge in statistics for graduates and business practitioners interested in using their skills in the area of data science and analytics as well as statistical analysis in general. On the one hand, the book is intended to be a refresher for readers who have taken some courses in statistics, but who have not necessarily used it in their day-to-day work. On the other hand, the material can be suitable for readers interested in the subject as a first encounter with statistical work in Python. Statistics and Data Visualisation with Python aims to build statistical knowledge from the ground up by enabling the reader to understand the ideas behind inferential statistics and begin to formulate hypotheses that form the foundations for the applications and algorithms in statistical analysis, business analytics, machine learning, and applied machine learning. This book begins with the basics of programming in Python and data analysis, to help construct a solid basis in statistical methods and hypothesis testing, which are useful in many modern applications.

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Statistics for Psychology - Elizabeth Collins, Roger Watt

Statistics for Psychology is an interactive, highly visual, and accessible guide to the statistical practices you will encounter as a psychology student. Its software-agnostic approach keeps the focus on the core principles, rather than getting bogged down in complicated formulae and jargon. This book is based on the authors′ BPS commended programme. It focusses on providing the strong foundational understanding you’ll need to use statistics confidently and creatively rather than the software-specific way in which statistics is often taught. This edition includes: new content throughout on being a responsible researcher, a new chapter to support you in presenting your research to a critical audience, carefully designed graphics to explain statistical principles, "your turn" exercises to test your understanding of each chapter. This book is the ideal guide for students approaching statistics and research methods in psychology for the first time. Roger Watt is Emeritus Professor of Psychology at the University of Stirling. Elizabeth Collins is a researcher with a PhD in Psychology.Â

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Basic Statistics for Business and Economics: 2024 Release ISE - Douglas Lind, William Marchal, Samuel Wathen

Business and Economics is a highly regarded title that equips students with a conceptual understanding and interpretation of statistics and its applications in the business world, while also promoting diversity, equity, and inclusion. The 2024 release takes a step-by-step approach, ensuring that beginners can easily grasp the concepts and succeed in a basic statistics course. With a focus on real-world application, this title uses examples and exercises to illustrate how statistics can be applied to solve current business scenarios. Additionally, the authors recognize the growing importance of data analytics and support the development of these basic skills through an application-based section on data analytics at the end of each chapter along with easily accessible data sets for practice. This title primarily uses Excel, Minitab, and MegaStat to demonstrate statistical analyses, helping users create graphical and descriptive statistics and conduct hypothesis testing.

Objev podobné jako Basic Statistics for Business and Economics: 2024 Release ISE - Douglas Lind, William Marchal, Samuel Wathen

I Wish It Could Be Christmas Every Day - Milly Johnson

*** THE NEW FESTIVE TREAT FROM THE SUNDAY TIMES BESTSELLER ***​'An absolute joy. Like all of Milly's books it's packed with heart and humour and characters you fall in love with. I didn't want it to end' Jane Fallon, bestselling author of Queen Bee It’s nearly Christmas and it’s snowing, hard. Deep in the Yorkshire Moors nestles a tiny hamlet, with a pub at its heart. As the snow falls, the inn will become an unexpected haven for six people forced to seek shelter there… Mary has been trying to get her boss Jack to notice her for four years, but he can only see the efficient PA she is at work. Will being holed up with him finally give her the chance she has been waiting for? Bridge and Luke were meeting for five minutes to set their divorce in motion. But will getting trapped with each other reignite too many fond memories – and love? Charlie and Robin were on their way to a luxury hotel in Scotland for a very special Christmas. But will the inn give them everything they were hoping to find – and much more besides? A story of knowing when to hold on ... Unknown localization key: "more"

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The Art of Statistics: Learning from Data (0241258766)

Kniha - autor David Spiegelhalter, 448 stran, anglicky, brožovaná bez přebalu matná Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way statistical claims can be sensationalised, particularly in the media. In the age of big data, as data science becomes established as a discipline, a basic grasp of statistical literacy is more important than ever. In The Art of Statistics, David Spiegelhalter guides the reader through the essential principles we need in order to derive knowledge from data. Drawing on real world problems to introduce conceptual issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether serial killer Harold Shipman could have been caught earlier, and if screening for ovarian cancer is beneficial. How many trees are there on the planet? Do busier hospitals have higher survival rates? Why do old men have big ears?...

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Pearson Edexcel AS and A level Mathematics Statistics & Mechanics Year 1/AS Textbook + e-book - Ian Bettison, Greg Attwood, Bronwen Moran, Alan Clegg,

The UK''s most trusted A level Mathematics resources With over 900,000 copies sold (plus 1.3 million copies sold of the previous edition), Pearson''s own resources for Pearson Edexcel are the market-leading and most trusted for AS and A level Mathematics This book covers all the content needed for the Edexcel AS level Statistics and Mechanics exam. It can also be used alongside the Year 2 book to cover all the content needed for the Edexcel A level Statistics and Mechanics exam Enhanced focus on problem-solving and modelling, as well as supporting the large data set and calculators Packed with worked examples with guidance, lots of exam-style questions, practice papers, and plenty of mixed and review exercises Full worked solutions to every question available free and online for quick and easy access. Plus free additional online content with GeoGebra interactives and Casio calculator tutorials Practice books also available offering the most comprehensive and flexible AS/A level Maths practice with over 2000 extra questions Includes access to an online digital edition (valid for 3 years once activated Pearson Edexcel AS and A level Mathematics Statistics & Mechanics Year 1/AS Textbook + e-book matches the Pearson Edexcel exam structure and is fully integrated ... Unknown localization key: "more"

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The Happiest Ever After - Milly Johnson

Life can be an adventure story, if you write it yourself! ‘Milly Johnson always delivers an absolutely cracking read’ Katie Fforde The new romantic, heartwarming, feelgood novel from the much-loved Sunday Times bestselling author, Milly Johnson. 'Gloriously funny, witty, wise and wonderful, this book is a total joy!’ Alexandra Potter ‘A delicious warm hug of a book’ Jill Mansell ‘Guaranteed to put a spring in your step – I loved it’ Jo Thomas 'Gorgeous, heartwarming and moving, The Happiest Ever After is so original and brilliantly written in the typically funny and clever Johnson style' Lucy Vine 'An escapist, uplifting read full of heart' Libby Page ‘Funny and brilliant and gorgeously warm, Milly Johnson always, always delivers’ Paige Toon 'Takes you on a classic transformative journey in the most wonderful and original way. What a joy!' Julietta Henderson Polly Potter is surviving, not thriving. She used to love her job – until her mentor died and her new boss decided to make her life hell. She used to love her partner Chris – until he cheated on her, and now she can’t forget. The only place where her life is working is on the pages of the novel she is ... Unknown localization key: "more"

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Discovering Statistics Using IBM SPSS Statistics - Andy Field

With its unique combination of humour and step-by-step instruction, this award-winning book is the statistics lifesaver for everyone. From initial theory through to regression, factor analysis and multilevel modelling, Andy Field animates statistics and SPSS software with his famously bizarre examples and activities. Features: •Flexible coverage to support students across disciplines and degree programmes •Can support classroom or lab learning and assessment •Analysis of real data with opportunities to practice statistical skills •Highlights common misconceptions and errors •A revamped online resource that uses video, case studies, datasets, testbanks and more to help students negotiate project work, master data management techniques, and apply key writing and employability skills •Covers the range of versions of IBM SPSS Statistics©. All the online resources above (video, case studies, datasets, testbanks) can be easily integrated into your institution′s virtual learning environment or learning management system. This allows you to customize and curate content for use in module preparation, delivery and assessment.

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The Practice of Statistics - Daren Starnes, Josh Tabor

Practice of Statistics helps you succeed in AP® Statistics by mimicking the same style, language, and vocabulary youll encounter on the AP® Statistics exam while providing extensive support and practice.

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Pearson Edexcel A level Mathematics Statistics & Mechanics Year 2 Practice Book

The UK''s most trusted A level Mathematics resources With over 900,000 copies sold (plus 1.3 million copies sold of the previous edition), Pearson''s own resources for Pearson Edexcel are the market-leading and most trusted for AS and A level Mathematics. Our A level Mathematics Statistics and Mechanics Year 2 Practice Book helps you get exam-ready with confidence and practice at the right pace. Coverage: the practice workbooks cover all Pure, Statistics and Mechanics topics Quantity: the most A level question practice available, with over 2,000 extra questions per book Practice at the right pace: start with the essentials, build your skills with various practice questions to make connections between topics, then apply this to exam-style questions at the end of each chapter Get exam-ready with confidence: differentiated questions including ‘Bronze, Silver, Gold'' in each chapter, and a mixed problem-solving section for each book, will guide and help you to develop the skills you need for your exams Designed to be used flexibly, the practice books are fully mapped to the scheme of work and textbooks so you can use them seamlessly in and out of the classroom and all year round. Use them lesson by lesson, topic by topic, for ... Unknown localization key: "more"

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Edexcel GCSE (9-1) Statistics Student Book - Keith Pledger, Navtej Marwaha, Jane Dyer, Katherine Pate, Brian Speed, Brian Roadnight, Kathryn Hipkiss,

Exam Board: EdexcelLevel: GCSESubject: StatisticsFirst teaching: September 2017First exams: June 2019 Developed in line with the key principles of the new specification, our new Student Book for Edexcel GCSE (9-1) Statistics: - gives you comprehensive and accessible support for the new Edexcel GCSE (9-1) Statistics specification - includes engaging opportunities to work with authentic data – plenty of real-life statistics in every unit to bring the subject to life and highlight important applications- helps students prepare for the new linear exams – includes more support for exam preparation than ever before.

Objev podobné jako Edexcel GCSE (9-1) Statistics Student Book - Keith Pledger, Navtej Marwaha, Jane Dyer, Katherine Pate, Brian Speed, Brian Roadnight, Kathryn Hipkiss,