statistical methods for geography peter a rogerson
Statistical Methods for Geography - Peter A. Rogerson
Statistical Methods for Geography is the essential introduction for geography students looking to fully understand and apply key statistical concepts and techniques. Now in its fifth edition, this text is an accessible statistics ‘101’ focused on student learning, and includes definitions, examples, and exercises throughout. Fully integrated with online self-assessment exercises and video overviews, it explains everything required to get full credits for any undergraduate statistics module. The fifth edition of this bestselling text includes:·        Coverage of descriptive statistics, probability, inferential statistics, hypothesis testing and sampling, variance, correlation, regression analysis, spatial patterns, spatial data reduction using factor analysis and cluster analysis.·        New examples from physical geography and additional real-world examples.·        Updated in-text and online exercises along with downloadable datasets. This is the only text you’ll need for undergraduate courses in statistical analysis, statistical methods, and quantitative geography.  Â
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Introduction to Statistical Methods for Clinical Trials
Clinical trials have become essential research tools for evaluating the benefits and risks of new interventions for the treatment and prevention of diseases, from cardiovascular disease to cancer to AIDS. Based on the authorsÂ’ collective experiences in this field, Introduction to Statistical Methods for Clinical Trials presents various statistical topics relevant to the design, monitoring, and analysis of a clinical trial. After reviewing the history, ethics, protocol, and regulatory issues of clinical trials, the book provides guidelines for formulating primary and secondary questions and translating clinical questions into statistical ones. It examines designs used in clinical trials, presents methods for determining sample size, and introduces constrained randomization procedures. The authors also discuss how various types of data must be collected to answer key questions in a trial. In addition, they explore common analysis methods, describe statistical methods that determine what an emerging trend represents, and present issues that arise in the analysis of data. The book concludes with suggestions for reporting trial results that are consistent with universal guidelines recommended by medical journals. Developed from a course taught at the University of Wisconsin for the past 25 years, this textbook provides a solid understanding of the statistical approaches used in ... Unknown localization key: "more"
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Statistical Methods for Psychology - Lord David Howell
STATISTICAL METHODS FOR PSYCHOLOGY surveys the statistical techniques commonly used in the behavioral and social sciences, especially psychology and education. To help students gain a better understanding of the specific statistical hypothesis tests that are covered throughout the text, author David Howell emphasize conceptual understanding. Along with significantly updated discussions of effect size and meta-analysis, this Eighth Edition continues to focus on two key themes that are the cornerstones of this book''s success: the importance of looking at the data before beginning a hypothesis test, and the importance of knowing the relationship between the statistical test in use and the theoretical questions being asked by the experiment.
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Introduction to Statistical Quality Control, EMEA Edition - Douglas C. Montgomery
Once solely the domain of engineers, quality control has become a vital business operation used to increase productivity and secure competitive advantage. Introduction to Statistical Quality Control offers a detailed presentation of the modern statistical methods for quality control and improvement. Thorough coverage of statistical process control (SPC) demonstrates the efficacy of statistically-oriented experiments in the context of process characterization, optimization, and acceptance sampling, while examination of the implementation process provides context to real-world applications. Emphasis on Six Sigma DMAIC (Define, Measure, Analyze, Improve and Control) provides a strategic problem-solving framework that can be applied across a variety of disciplines. Adopting a balanced approach to traditional and modern methods, this text includes coverage of SQC techniques in both industrial and non-manufacturing settings, providing fundamental knowledge to students of engineering, statistics, business, and management sciences. A strong pedagogical toolset, including multiple practice problems, real-world data sets and examples, provides students with a solid base of conceptual and practical knowledge.
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Applied Multivariate Statistical Analysis - Richard Johnson, Dean Wichern
For courses in Multivariate Statistics, Marketing Research, Intermediate Business Statistics, Statistics in Education, and graduate-level courses in Experimental Design and Statistics. Appropriate for experimental scientists in a variety of disciplines, this market-leading text offers a readable introduction to the statistical analysis of multivariate observations. Its primary goal is to impart the knowledge necessary to make proper interpretations and select appropriate techniques for analysing multivariate data. Ideal for a junior/senior or graduate level course that explores the statistical methods for describing and analysing multivariate data, the text assumes two or more statistics courses as a prerequisite.
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Applied Nonparametric Statistical Methods - Neil H. Spencer, Peter Sprent, Nigel Smeeton
Nonparametric statistical methods minimise the number of assumptions that need to be made about the distribution of data being analysed, unlike classical parametric methods. As such, they are an essential part of a statisticianÂ’s armoury and this book is an essential resource in their application. Starting from the basics of statistics, it takes the reader through the main nonparametric approaches with an emphasis on carefully explained examples backed up by use of the R programming language.Key features of this fully revised and extended fifth edition include:An introductory chapter that provides a gentle introduction to the basics of statistics, including types of data, hypothesis testing, confidence intervals, and ethical issuesAn R package containing functions that have been written for the examples in the text and the exercisesSummary bullet points at the end of each section to enable the reader to locate important principles quicklyA case study from medical research to demonstrate nonparametric approaches to the data analysisExamples fully integrated into the text, drawn from published research on contemporary issues, with more detail given in their explanationExtensive exercises along with complete solutions allow the reader to test their understanding of the material.Articles used in the examples and exercises carefully chosen to enable ... Unknown localization key: "more"
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Key Methods in Geography
Key Methods in Geography is the perfect introductory companion, providing an overview of qualitative and quantitative methods for human and physical geography. The fourth edition of this essential and accessible primer covers the breadth of the discipline and offer critical and contextual perspectives on research methods. New coverage takes account of newer technologies and practice, and 9 new chapters bring greater diversity of positionality and perspective to the volume, including decolonial methods, predicting, visualizing and modelling climate and environmental change, and writing up research. Case study examples, summaries and exercises have been included in each chapter to enable learning. This is vital reading for any student undertaking a Geography Methods module as well as a valuable resource for any student embarking on independent research as part of their degree.
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Statistical Thinking for Non-Statisticians in Drug Regulation - Richard Kay
STATISTICAL THINKING FOR NON-STATISTICIANS IN DRUG REGULATION Statistical methods in the pharmaceutical industry are accepted as a key element in the design and analysis of clinical studies. Increasingly, the medical and scientific community are aligning with the regulatory authorities and recognizing that correct statistical methodology is essential as the basis for valid conclusions. In order for those correct and robust methods to be successfully employed there needs to be effective communication across disciplines at all stages of the planning, conducting, analyzing and reporting of clinical studies associated with the development and evaluation of new drugs and devices. Statistical Thinking for Non-Statisticians in Drug Regulation provides a comprehensive in-depth guide to statistical methodology for pharmaceutical industry professionals, including physicians, investigators, medical science liaisons, clinical research scientists, medical writers, regulatory personnel, statistical programmers, senior data managers and those working in pharmacovigilance. The author’s years of experience and up-to-date familiarity with pharmaceutical regulations and statistical practice within the wider clinical community make this an essential guide for the those working in and with the industry. The third edition of Statistical Thinking for Non-Statisticians in Drug Regulation includes: A detailed new chapter on Estimands in line with the 2019 Addendum to ICH E9Major new ... Unknown localization key: "more"
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Research Methods for the Biosciences - Debbie Holmes, Peter Moody, Laurence Trueman, Diana Dine
Scientific research is a proven and powerful tool for discovering the answers to biological questions. As such, today''s students need to be well-versed in experimental design, analysis, and the communication of research. Furthermore, they must appreciate how all of these aspects are interlinked--how, for example, statistics can be used to inform the design of a particular experiment. As a resource which skillfully integrates all of the key aspects relating to biological research, Research Methods for the Biosciences is the perfect guide for undergraduates.The exceptionally clear layout takes students through choosing a project and planning their research; collecting, evaluating, and analyzing their data; and finally reporting their results. Research methods, which can often seem abstract, are brought to life through the use of examples taken from real undergraduate research. Friendly guidance and advice is provided throughout the text, and little prior knowledge or mathematical experience is required. Since statistics is a subject best learned through doing, frequent worked examples appear throughout Part Two ''Handling your data'', showing step-by-step how to carry out the various statistical tests. In addition, online software walkthroughs and video screencasts clearly demonstrate how to use software such as SPSS, Minitab, Excel and R to carry out statistical ... Unknown localization key: "more"
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Applied Statistical Modelling for Ecologists - Marc Kery, Kenneth F. Kellner
**2025 PROSE Award Finalist in Environmental Science**Applied Statistical Modelling for Ecologists provides a gentle introduction to the essential models of applied statistics: linear models, generalized linear models, mixed and hierarchical models. All models are fit with both a likelihood and a Bayesian approach, using several powerful software packages widely used in research publications: JAGS, NIMBLE, Stan, and TMB. In addition, the foundational method of maximum likelihood is explained in a manner that ecologists can really understand. This book is the successor of the widely used Introduction to WinBUGS for Ecologists (Kéry, Academic Press, 2010). Like its parent, it is extremely effective for both classroom use and self-study, allowing students and researchers alike to quickly learn, understand, and carry out a very wide range of statistical modelling tasks. The examples in Applied Statistical Modelling for Ecologists come from ecology and the environmental sciences, but the underlying statistical models are very widely used by scientists across many disciplines. This book will be useful for anybody who needs to learn and quickly become proficient in statistical modelling, with either a likelihood or a Bayesian focus, and in the model-fitting engines covered, including the three latest packages NIMBLE, Stan, and TMB.
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Statistical Analytics for Health Data Science with SAS and R Set - Jeffrey Wilson, Ding-Geng Chen, Karl E. Peace
Statistical Analytics for Health Data Science with SAS and R Set compiles fundamental statistical principles with advanced analytical techniques and covers a wide range of statistical methodologies. With an emphasis on real-world applications, it integrates publicly available health datasets and provides case studies.
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Applied Plant Science Experimental Design and Statistical Analysis Using SAS® OnDemand for Academics - Associate Professor Edward Durner
The correct design, analysis and interpretation of plant science experiments is imperative for continued improvements in agricultural production worldwide. The enormous number of design and analysis options available for correctly implementing, analysing and interpreting research can be overwhelming. SAS® is the most widely used statistical software in the world and SAS® OnDemand for Academics is now freely available for academic institutions.This is a user-friendly guide to statistics using SAS® OnDemand for Academics, ideal for facilitating the design and analysis of plant science experiments. It presents the most frequently used statistical methods in an easy-to-follow and non-intimidating fashion, and teaches the appropriate use of SAS® within the context of plant science research. This book:- Covers experimental designs and data analysis protocols- Is presented as a how-to guide with many examples- Includes freely downloadable data sets- Examines key topics such as merging data frames, multivariate analysis and linear regressionAuthored by an experienced teacher of applied plant science statistics, this book assumes no prior background in statistics and guides users through the appropriate methodologies in research. It is an invaluable tool for advanced undergraduate and graduate students, in addition to researchers, extension consultants, faculty and technicians.
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Essential Maths Skills for AS/A-level Geography - Helen Harris
Exam Board: AQA, OCR, Edexcel, WJEC Eduqas, WJECLevel: A-levelSubject: GeographyFirst teaching: September 2016First exams: Summer 2017 (AS), Summer 2018 (A-level)Don''t let your students miss out on easy marks; help them improve their skills and feel confident about the maths they need for AS/A-level Geography with this essential guide.If your students struggle with student t-test or Spearman rank correlation, this is the book for them. This textbook companion will improve students'' essential maths skills for geography, whichever awarding body specification you''re following. You can use it throughout the course, whenever you feel your students need some extra help.- Develop understanding of both maths and geography using worked examples and questions that are all set within a geography context- Improve confidence with a step-by-step approach to every maths skill- Measure progress with guided and non-guided questions that show how students are improving- Enable students to see where they''re going wrong by referring to full worked solutions for every question - Feel confident with expert guidance from experienced teacher, examiner, and specification developer Helen Harris, reviewed by Steve Brace, Head of Education & Outdoor Learning at the Royal Geographical Society
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Narrative Methods for the Human Sciences - Catherine Kohler Riessman
"Cathy Riessman is the leading figure in narrative research and her new book is a delight. Covering basic issues of transcription and research credibility as well as visual data and engagingly written, it is a goldmine for students and researchers alike. If we want to make narrative research serious and revealing, it is to this book that we should turn."                      —David Silverman, Professor Emeritus, Goldsmiths′ College, University of London "Narrative Methods for the Human Sciences provides an accessible framework for researchers — to analyse narrative texts with confidence, empathy, and humility.—NARRATIVE INQUIRY"This is a terrific book. Cathy Riessman has an encyclopedic knowledge of this field and of the participants in it. This breadth and depth of knowledge is abundantly clear throughout the book." —Susan Bell, Bowdoin College"This book has been a great source of inspiration to me and my students, not only for its methodological clarity, but also for the spirit of social activism it engenders." —Ian Baptiste, The Pennsylvania State University"Narrative Methods for the Human Sciences is an essential starting point for both students and experienced researchers interested ... Unknown localization key: "more"
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Statistical And Data Handling Skills in Biology - Roland Ennos, Magnus Johnson
Is there a link between people’s heart rate and blood pressure? Does the lead in petrol fumes affect the growth of roadside plants? The ability to expertly analyse statistical data is a crucial skill in the biological sciences – it is fundamental to fully understanding what your experiments are actually telling you and so being able to answer your research questions. Statistical and Data Handling Skills in Biology gives you everything you need to understand and use statistical tests within your studies and future independent research. Written in a straight-forward and easy to understand style it presents all of the tests you will need throughout your studies, and shows you how to select the right tests to get the most out of your experiments. All of this is done in the context of biological examples so you can see just how relevant a skill this is, and how becoming fully proficient will make you a more rounded scientist. This 4th edition has been thoroughly updated throughout and now includes detailed coverage of the free statistical package R studio and a new chapter on how to write about and present statistics in papers, theses and reports. The first chapter has also ... Unknown localization key: "more"
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Formal Methods for Multi-Agent Feedback Control Systems - Dimos V. Dimarogonas, Lars Lindemann
An introduction to formal methods for feedback control of multi-agent systems with safety and performance guarantees.Multi-agent control systems can accomplish tasks that single-agent systems cannot address, such as aerial surveillance of large areas by a group of drones. In Formal Methods for Multi-Agent Feedback Control Systems, Lars Lindemann and Dimos Dimarogonas provide an accessible introduction to formal methods for feedback control of multi-agent systems. Their book is the first to bridge the gap between formal methods and feedback control for the scalable design of cyber-physical systems. The material covered is intended for scientists, engineers, and students, and no background in formal methods or control theory is required. The authors also highlight future research directions for those working at the intersection of formal methods and control.In control theory, the goal is to design feedback control laws for dynamical systems that achieve control objectives such as stability or forward invariance of sets. Formal methods, on the other hand, provide verification and design techniques for more complex system specifications using temporal logics. However, their high computational cost limits scaling beyond a small number of agents. Besides scalability, another central challenge is to achieve robustness in the system design. Thus, the authors focus on ... Unknown localization key: "more"
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Research Methods for Construction - Anita M. M. Liu, Richard F. Fellows
The new and enhanced edition of the popular textbook on research methods in construction and related disciplines Research Methods for Construction is designed to help construction students develop the research skills needed to achieve success in their research projects. Providing clear guidance on research formulation, methodologies, and methods, this comprehensive textbook addresses the theoretical, philosophical, and practical aspects of research in many areas of construction. The authors explain the requirements for data and analysis and describe the methods used for scientific and engineering experiments, modelling and simulations, research on management and socio-economic issues, and more. Now in its fifth edition, Research Methods for Construction is fully revised to reflect contemporary developments and emerging areas of construction research. New and expanded chapters cover topics including data protection and ethics, theory borrowing, sensemaking, and directionally motivated reasoning. This edition includes additional models and details relating to translation, and offers fresh discussion of axiology, determinism, and stochasticism. Providing students with coherent, well-structured account of construction research, this market-leading textbook: Emphasizes and instils rigor into construction students' problem-solving, reports, and publicationsAssists researchers in selecting appropriate methods to execute researchArticulates the stages of construction research processes: producing a proposal, executing the research, and reporting the ... Unknown localization key: "more"
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Research Methods for Librarians and Educators
Using an innovative, real-world approach that makes the research problem and method relevant and valuable to the reader, this book provides a broad overview of research methods used in library and information studies and associated fields.Research remains a core purpose of every library. This book provides a text for LIS students and a practical handbook to librarians and other educators who need to conduct research in their libraries. In Research Methods for Librarians and Educators, contributors reinforce the essential nature of research and provide readers with the confidence that they can conduct research to find solutions to various problems and improve their libraries and library programs.The book details various research methodologies and uses a unique perspective on research that presents authentic scenarios to immediately make the research problem and method relevant and valuable to the reader. It covers topics ranging from various research methods, including Causal, Collaborative, Design-Based Research, Longitudinal, and Mixed Methods, as well as interview methods, learning assessment, literature review, and observation and survey methods.Each chapter includes questions intended to spark discussion and deeper reflection that make the book more useful in learning settings. The summary charts throughout provide a handy and easy reference for readers who want ... Unknown localization key: "more"
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Modern Mathematical Methods For Scientists And Engineers: A Street-smart Introduction - Athanassios Fokas, Efthimios Kaxiras
Modern Mathematical Methods for Scientists and Engineers is a modern introduction to basic topics in mathematics at the undergraduate level, with emphasis on explanations and applications to real-life problems. There is also an ''Application'' section at the end of each chapter, with topics drawn from a variety of areas, including neural networks, fluid dynamics, and the behavior of ''put'' and ''call'' options in financial markets. The book presents several modern important and computationally efficient topics, including feedforward neural networks, wavelets, generalized functions, stochastic optimization methods, and numerical methods.A unique and novel feature of the book is the introduction of a recently developed method for solving partial differential equations (PDEs), called the unified transform. PDEs are the mathematical cornerstone for describing an astonishingly wide range of phenomena, from quantum mechanics to ocean waves, to the diffusion of heat in matter and the behavior of financial markets. Despite the efforts of many famous mathematicians, physicists and engineers, the solution of partial differential equations remains a challenge.The unified transform greatly facilitates this task. For example, two and a half centuries after Jean d''Alembert formulated the wave equation and presented a solution for solving a simple problem for this equation, the unified transform derives ... Unknown localization key: "more"
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The Good Research Guide: Research Methods for Small-Scale Social Research Projects - Martyn Denscombe
The Good Research Guide provides practical and straightforward guidance for those who need to conduct small-scale research projects as part of their undergraduate, postgraduate or professional studies.The 7th edition covers topics in a clear, user-friendly style outlining the key points and explaining why they are important.The new edition has been updated throughout and has additional material on topics such as social media research, online surveys, image-based research and participatory action research. It also features new chapters on how to prepare for a research project, with specific guidance on:· how to undertake a literature review· how to write a research proposal· how to ensure the research is ethical· how to locate the project within a research paradigmFull of practical advice and valuable examples, this is the go-to book for students looking to improve their research skills.“Having this book at your side is like having your hand held from start to finish and every decision in between... I very much welcome a new edition for my studentsâ€Melanie Nind, Professor of Education, University of Southampton and Co-director, National Centre for Research Methods, UK"Comprehensively updated, this book remains the indispensable student guide to the research process… It''s not just good, it''s great!"Dr Tom Clark, ... Unknown localization key: "more"
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Statistical Learning with Sparsity - Martin Wainwright, Trevor Hastie, Robert Tibshirani
Discover New Methods for Dealing with High-Dimensional DataA sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to estimate and interpret than a dense model. Statistical Learning with Sparsity: The Lasso and Generalizations presents methods that exploit sparsity to help recover the underlying signal in a set of data.Top experts in this rapidly evolving field, the authors describe the lasso for linear regression and a simple coordinate descent algorithm for its computation. They discuss the application of â„“1 penalties to generalized linear models and support vector machines, cover generalized penalties such as the elastic net and group lasso, and review numerical methods for optimization. They also present statistical inference methods for fitted (lasso) models, including the bootstrap, Bayesian methods, and recently developed approaches. In addition, the book examines matrix decomposition, sparse multivariate analysis, graphical models, and compressed sensing. It concludes with a survey of theoretical results for the lasso.In this age of big data, the number of features measured on a person or object can be large and might be larger than the number of observations. This book shows how the sparsity assumption allows us to tackle these problems and extract ... Unknown localization key: "more"
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Statistical Physics for Babies - Chris Ferrie
Help your future genius become the smartest baby in the room!Written by an expert, Statistical Physics for Babies is a colorfully simple introduction to the second law of thermodynamics. Babies (and grownups!) will learn all about entropy, probability, and more. With a tongue-in-cheek approach that adults will love, this installment of the Baby University board book series is the perfect way to introduce basic concepts to even the youngest scientists.After all, it's never too early to become a scientist!Baby University: It only takes a small spark to ignite a child's mind.
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Qualitative Research Methods for Business Students - Harrison Christian, Kingsley Obi Omeihe
Qualitative Research Methods for Business Students: A Global Approach provides a practical and accessible overview of qualitative research methods and their philosophical underpinnings. The textbook will empower you with the knowledge and skills needed to navigate the dynamic landscape of qualitative research.  Key features include: Case Studies which showcase how qualitative research has been instrumental in shaping business decisions and strategies. Exercises and Activities that give you the opportunity to apply your learning. Suitable for undergraduate and postgraduate students interested in using qualitative methods in their research project or dissertation. Dr Kingsley O. Omeihe is an Associate Professor for Marketing and Small Business at the University of the West of Scotland Prof Christian Harrison is a Professor of Leadership and Enterprise at the University of Bolton.
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ISE Numerical Methods for Engineers - Raymond Canale, Steven Chapra
The eighth edition of Chapra and Canale''s Numerical Methods for Engineers retains the instructional techniques that have made the text so successful. The book covers the standard numerical methods employed by both students and practicing engineers. Although relevant theory is covered, the primary emphasis is on how the methods are applied for engineering problem solving. Each part of the book includes a chapter devoted to case studies from the major engineering disciplines. Numerous new or revised end-of chapter problems and case studies are drawn from actual engineering practice. This edition also includes several new topics including a new formulation for cubic splines, Monte Carlo integration, and supplementary material on hyperbolic partial differential equations.
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Research Methods for Social Work - Babbie Earl, Allen Rubin
If you''re intimidated by the thought of taking research methods, Rubin/Babbie''s RESEARCH METHODS FOR SOCIAL WORK, 10th Edition, can help you overcome the fear associated with this course with its reader-friendly presentation of all aspects of the research endeavor. Students will appreciate the authors'' clear and humorous writing style as well as the depth and breadth of coverage of current issues regarding social and racial justice. The text strikes a balance of quantitative and qualitative research techniques, illustrating how the two methods complement one another and can be integrated in the same study. Real-world examples highlight connections between research, social work practice and social justice. Comprehensive, friendly, accurate and integrating the best of technology, the text is widely considered the best for the research methods course -- and when you read it, you''ll see why.
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An Introduction to Quantitative Research Methods for Marketing - Ahmad Daryanto
This introductory text covers the foundational concepts and statistical applications of quantitative research techniques using SPSS and R.Using step-by-step examples throughout, the book is broken down into six core sections: Part 1 covers an introduction to quantitative research methods, and how to get started with SPSS and R; Part 2 covers basic concepts in measurement, data descriptions and distributions; Part 3 discusses hypothesis testing, and basic statistical tests; Part 4 covers regression analysis; Part 5 discusses advanced topics in regression analysis and analysis of variance; and finally Part 6 covers advanced statistical methods. Each chapter contains learning objectives and summaries to structure learning, while breakout boxes provide tips and draw studentsÂ’ attention to dos and donÂ’ts in statistical research. SPSS and R Action Boxes present step-by-step instructions on how to perform statistical tests and procedures with SPSS and R. Review questions prompt self-reflection on concepts taught in each chapter and are complemented by exercises that allow students to put their learning into practice.A very applied text designed to make this complex subject accessible to students with no background in quantitative methods, this book is valuable recommended and core reading for advanced undergraduate and postgraduate students studying Business and Marketing Research ... Unknown localization key: "more"
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Research Methods For Business - Roger Bougie, Uma Sekaran
Research Methods For Business, 8th Edition explains the principles and practices of using a systematic, organized method for solving problematic issues in business organizations. Designed to help students view research from the perspective of management, this popular textbook guides students through the entire business research process. Organized into six main themes—Introduction, Defining the Management and the Research Problem, Theory, Collecting Information, Drawing Conclusions, and Writing and Presenting the Research Report—the text enables students to develop the skills and knowledge required to successfully create, conduct, and analyze a research project. Now in its eighth edition, this popular textbook has been thoroughly updated to incorporate substantial new and expanded content, and reflect current research methods and practices. The text uses a unique blended learning approach, allowing instructors the flexibility to custom-tailor their courses to fit their specific needs. This innovative approach combines the face-to-face classroom methods of the instructor with internet-based activities that enable students to study what they want, when they want, at their own pace.
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Bayesian Methods for Measures of Agreement - Lyle D. Broemeling
Using WinBUGS to implement Bayesian inferences of estimation and testing hypotheses, Bayesian Methods for Measures of Agreement presents useful methods for the design and analysis of agreement studies. It focuses on agreement among the various players in the diagnostic process.The author employs a Bayesian approach to provide statistical inferences based on various models of intra- and interrater agreement. He presents many examples that illustrate the Bayesian mode of reasoning and explains elements of a Bayesian application, including prior information, experimental information, the likelihood function, posterior distribution, and predictive distribution. The appendices provide the necessary theoretical foundation to understand Bayesian methods as well as introduce the fundamentals of programming and executing the WinBUGS software.Taking a Bayesian approach to inference, this hands-on book explores numerous measures of agreement, including the Kappa coefficient, the G coefficient, and intraclass correlation. With examples throughout and end-of-chapter exercises, it discusses how to successfully design and analyze an agreement study.
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Numerical Methods for Diffusion Phenomena in Building Physics - Denys Dutykh, Nathan Mendes, Marx Chhay, Julien Berger
This book is the second edition of Numerical methods for diffusion phenomena in building physics: a practical introduction originally published by PUCPRESS (2016). It intends to stimulate research in simulation of diffusion problems in building physics, by providing an overview of mathematical models and numerical techniques such as the finite difference and finite-element methods traditionally used in building simulation tools. Nonconventional methods such as reduced order models, boundary integral approaches and spectral methods are presented, which might be considered in the next generation of building-energy-simulation tools. In this reviewed edition, an innovative way to simulate energy and hydrothermal performance are presented, bringing some light on innovative approaches in the field.
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Making Every Geography Lesson Count - Enser Mark
What sets geography apart from other subjects is the value placed on seeing the connections between the different parts of its broad curriculum, on building links between different topics, and on thinking like a geographer. Writing in the practical, engaging style of the award-winning Making Every Lesson Count, Mark Enser has set out to help his fellow practitioners maximise this value by combining the time-honoured wisdom of excellent geography teachers with the most useful evidence from cognitive science. Making Every Geography Lesson Count is underpinned by six pedagogical principles challenge, explanation, modelling, practice, feedback and questioning that will enable teachers to ensure that students leave their lessons with an improved knowledge of the world, a better understanding of how it works and the geographical skills to support their learning. Each chapter looks at one of the six principles and begins with twin scenarios which illustrate some of the real challenges faced in geography classrooms. Mark then delves into a discussion on the underpinning theory and offers a range of practical, gimmick-free strategies designed to help teachers overcome these obstacles. Furthermore, each chapter also ends with a case study from a fellow geography teacher who has successfully employed the principle in ... Unknown localization key: "more"
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What is Geography Teaching, Now? - Catherine Owen, Jennifer Monk
What is Geography Teaching, Now? is a comprehensive guide compiling teaching methods for over 40 aspects of geography teaching, from everyday topics such as assessment, pedagogy and resources, to the challenges facing modern geography teachers such as environmental education, decolonising the geography curriculum and geography in relation to gender and sexuality. Catherine Owen and Jennifer Monk have drawn on the classroom practice and experience of a range of practitioners to tackle the most difficult topics in a concise but enthralling manner, highlighting the importance of professional development in the geography classroom. Practical strategies are woven throughout the book, alongside questions for reflection and suggestions for further research and reading, making this must-have volume perfect for geography teachers at any stage of their careers.
Objev podobné jako What is Geography Teaching, Now? - Catherine Owen, Jennifer Monk
Finite Element and Finite Volume Methods for Heat Transfer and Fluid Dynamics - J. N. Reddy, P. Roy, N. K. Anand
Introduces the two most common numerical methods for heat transfer and fluid dynamics equations, using clear and accessible language. This unique approach covers all necessary mathematical preliminaries at the beginning of the book for the reader to sail smoothly through the chapters. Students will work step-by-step through the most common benchmark heat transfer and fluid dynamics problems, firmly grounding themselves in how the governing equations are discretized, how boundary conditions are imposed, and how the resulting algebraic equations are solved. Providing a detailed discussion of the discretization steps and time approximations, and clearly presenting concepts of explicit and implicit formulations, this graduate textbook has everything an instructor needs to prepare students for their exams and future careers. Each illustrative example shows students how to draw comparisons between the results obtained using the two numerical methods, and at the end of each chapter they can test and extend their understanding by working through the problems provided. A solutions manual is also available for instructors.
Objev podobné jako Finite Element and Finite Volume Methods for Heat Transfer and Fluid Dynamics - J. N. Reddy, P. Roy, N. K. Anand
Analysis and Comparison of Forms and Methods for the Education of Older Adults in the V4 Countries - Renata Kociánová
The "Analysis and Comparison of Forms and Methods for the Education of Older Adults in the V4 Countries" is based on national studies which are systematically compared in an attempt to address four key themes. First, the authors place the education of older adults in context, along with focusing on political, legal, economic, social and cultural aspects. Second, the publication, which is also dedicated to the working life of older adults and examines the labour market, the issues of discrimination and equal treatment, age management, education and human development in organizations. Third, the system of older adult education is described, including the process of institutionalization, the providers of older adult education, and the content of this education. Fourth, the publication explores the themes of traditional methods, current trends and outlooks for the education of older adults.
Objev podobné jako Analysis and Comparison of Forms and Methods for the Education of Older Adults in the V4 Countries - Renata Kociánová
Research Methods for Environmental Psychology - Robert Gifford
Covering the full spectrum of methodology, the timely and indispensible Research Methods for Environmental surveys the research and application methods for studying, changing, and improving human attitudes, behaviour and well-being in relation to the physical environment.
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Ensemble Methods for Machine Learning - Gautam Kunapuli
Many machine learning problems are too complex to be resolved by a single model or algorithm. Ensemble machine learning trains a group of diverse machine learning models to work together to solve a problem. By aggregating their output, these ensemble models can flexibly deliver rich and accurate results. Ensemble Methods for Machine Learning is a guide to ensemble methods with proven records in data science competitions and real world applications. Learning from hands-on case studies, you''ll develop an under-the-hood understanding of foundational ensemble learning algorithms to deliver accurate, performant models. About the Technology Ensemble machine learning lets you make robust predictions without needing the huge datasets and processing power demanded by deep learning. It sets multiple models to work on solving a problem, combining their results for better performance than a single model working alone. This "wisdom of crowds" approach distils information from several models into a set of highly accurate results.
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Parametric Methods for Beginners - Umut Toker
This book introduces architectural applications of parametric methods in design, drawing direct connections between each phase of the architectural design process with relevant parametric approaches.Readers will find applications of parametric methods with straightforward explanations of concepts, commands as well as applicable examples for each phase of the architectural design process. In addition to learning about the historical and conceptual background of parametric design, readers can use this book as a go-to source during their day-to-day design practice. Chapters are organized according to different phases of the architectural design process, such as site analysis, spatial organization, skin systems, and environmental performance analyses. Together, they deliver concepts, applications, and examples utilizing in-depth visual guides that explain commands, their outcomes, and their interrelationships. With over 350 images, this book includes examples from the author’s own design studio and parametric design teaching in elective classes.Based on the Rhinoceros and Grasshopper platforms, this book is an accessible, yet in-depth, resource for architecture students and early professionals who are considering integrating parametric applications into their design processes.
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Research Methods for Product Design - Alex Milton, Paul Rodgers
This book provides the reader with a comprehensive, relevant, and visually rich insight into the world of research methods specifically aimed at product designers. It includes practical case studies and tutorials that will inform, inspire, and help you to conduct product design research better.Product designers need a comprehensive understanding of research methods as their day-to-day work routinely involves them observing people, asking questions, searching for information, making and testing ideas, and ultimately generating ''solutions'' to ''problems''. Manifest in the design process is the act of research. Huge technological advances in information, computing, and manufacturing processes also offer enormous opportunities to product designers such as the development of "intelligent" products and services, but at the same time raise important research questions that need to be dealt with. Product designers are, in many ways, best placed to address these challenges because of the manner in which they apply their design thinking to problems.
Objev podobné jako Research Methods for Product Design - Alex Milton, Paul Rodgers
Contemporary Human Geography - Mona Domosh, Roderick P. Neumann, Patricia Price
Contemporary Human Geography shows what geographers actually do—how they conduct research, develop new insights, teach us about the world from a geographer’s perspective, and apply their skills in a wide range of academic and professional pursuits. Contemporary Human Geography is now supported in Achieve, Macmillan’s new online learning platform. Achieve is the culmination of years of development work put toward creating the most powerful online learning tool for Geography students. It houses all of our renowned assessments, multimedia assets, e-books, and instructor resources in a powerful new platform. With each chapter organized by five themes (region, mobility, globalization, nature-culture, cultural landscape), Contemporary Human Geography introduces students to geography concepts through fascinating topics such as the distribution of college sports, the relationship of beauty pageants and cultural identity, texting and language modification, and more, continually reinforcing geographers’ contributions to our understanding of how we live in a globalized, modern world. The authors frame this coverage using specific learning objectives to help students focus on essential concepts and prepare for class discussions, assignments, and exams.
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New Methods for Women - Sharmadean Reid
‘Many self-help books will instruct women how to navigate the system as is, but Reid rallies for the ways to break it all down and start anew.’ CosmopolitanSharmadean Reid’s 51 methods will empower you to become the person you want to be. Instead of shrinking to fit into a system that wasn’t built for you, she wants you to know yourself better, thrive, succeed and get what you want out of every aspect of life.As a founder, creative director and mentor, Sharmadean has moved beyond ‘girlbossing’ into a new era of being unapologetically herself in work and life. Her fierce new perspectives on work, self, friendship, parenthood and relationships interweave the lessons she’s learned with a diverse range of thinkers, ideas and stories that have informed her approach.Full of practical advice on identifying what is holding you back (sometimes the system, sometimes yourself), building community, using data for decision-making and holding a vision for your future, these are the 51 tools you need to achieve the change you want.
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Visual Methods of Inquiry - Kerry Freedman, Richard Siegesmund
Visual Methods of Inquiry: Images as Research presents qualitative researchers in the social sciences with the benefits, applications, and forms of visual research methods. It includes a wide variety of images to illustrate the many uses of visual methods for social research. Contemporary visual culture theory and practice offers wide-ranging opportunities for methodological advancement in the social sciences. This book covers the basics of image use in visual research methods and explores how these methods can be used effectively in social science research by surveying the conditions of visual forms, materials, and concepts, and the ways these represent and influence social conditions, phenomena, beliefs, and actions.  It examines the roles and processes of interpretation in visual research and discusses ethical considerations that arise when using visual research methods. Students of social science and the visual arts will find this book useful in expanding and improving their methods of inquiry. Artists and researchers already familiar with visual methods will find that this book clarifies the ways the visual works in various research contexts and provides helpful language to describe and explain those methods.
Objev podobné jako Visual Methods of Inquiry - Kerry Freedman, Richard Siegesmund
Research Methods for Nurses and Midwives - Lucy Land, Merryl Harvey
This book walks you step-by-step through the whole research process so you can get up to speed understanding and doing your own research. In their friendly, down to earth style, the authors lay the theoretical foundations you need to consume and critique research, before showing how to translate this into action when tackling your own literature review or research project. This second edition: Draws on a wealth of examples from midwifery, four fields of nursing including mental health nursing and child nursing, and a range of health care specialities. Covers new and updated NMC professional education standards and maps all relevant policy and law. Supports your learning with reflective exercises, online activities and quizzes that enable you to be confident in your understanding and develop your thinking. Whether you’re encountering research and evidence-based practice for the first time or refreshing your methods knowledge, this is the ideal research companion for nurses and midwives pre-registration, post-registration and beyond.
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Effective Results and Methods for Diophantine Equations over Finitely Generated Domains - Jan-Hendrik Evertse, Kalman Gyory
This book provides the first thorough treatment of effective results and methods for Diophantine equations over finitely generated domains. Compiling diverse results and techniques from papers written in recent decades, the text includes an in-depth analysis of classical equations including unit equations, Thue equations, hyper- and superelliptic equations, the Catalan equation, discriminant equations and decomposable form equations. The majority of results are proved in a quantitative form, giving effective bounds on the sizes of the solutions. The necessary techniques from Diophantine approximation and commutative algebra are all explained in detail without requiring any specialized knowledge on the topic, enabling readers from beginning graduate students to experts to prove effective finiteness results for various further classes of Diophantine equations.
Objev podobné jako Effective Results and Methods for Diophantine Equations over Finitely Generated Domains - Jan-Hendrik Evertse, Kalman Gyory
Community-Based Mental Healthcare for Psychosis - Peter Dierinck
This eye-opening book explores the need for, and how to successfully organize, community mental health teams that provide in-home care and treatment for people experiencing mental health difficulties, particularly those suffering with psychosis. With an emphasis on community-based care and democratic psychiatry, the book presents two paradigm shifts necessary to bring mental healthcare directly into the community. The first is shifting perceptions from thinking of patients to recognizing those in need of care as members of the public moving away from a biomedical diagnostic approach. The second shift is the provision of support for the community environment, its families, friends, and neighbours to pave the way for hospitableness towards people with mental health issues in a way that encourages compassion, empathy, and a respect for differences. Through clinical case material, anthropological and phenomenological methods, and personal experience in community-based care, Peter Dierinck presents new models for sheltered housing and innovative ways for struggling individuals to secure paid work within a community system. Community-based Mental Healthcare for Psychosis is important reading for psychiatric professionals, clinicians, social workers, caregivers, and all mental health professionals looking after psychiatric patients with complex care needs.
Objev podobné jako Community-Based Mental Healthcare for Psychosis - Peter Dierinck
Research Methods in Publishing and Book Studies - Corinna Norrick-Ruhl, Rachel Noorda
Establishing the unique opportunities and characteristics of doing research in Publishing and Book Studies, this book demonstrates and evaluates the range of research methods that are available to students when conducting research within the field.Organised into three main parts, prefaced by a general introduction to the discipline, Research Methods in Publishing and Book Studies considers qualitative and quantitative methods and methods of data analysis in turn. Each chapter within these sections features:Details and logistics of the research method, including specific ethical considerations, disciplinary history, and distinguishing features when compared to other methods.Advantages and disadvantages of the method, helping students evaluate and choose the right method for their research.A case study of the method in action, written by featured authors with expertise in that area.Study questions to help readers test and solidify their knowledge.Further reading suggestions.By the end of the book, students will have a sound understanding of the methods commonly used in Book and Publishing Studies and will be able to confidently identify and select methods for their own research projects and dissertations.This book is an essential resource for advanced undergraduate and postgraduate students and researchers in Book and Publishing Studies.
Objev podobné jako Research Methods in Publishing and Book Studies - Corinna Norrick-Ruhl, Rachel Noorda
Practical Statistics for Data Scientists - Peter Bruce, Andrew Bruce, Peter Gedeck
Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not.Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you're familiar with the R or Python programming languages and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format.With this book, you'll learn:Why exploratory data analysis is a key preliminary step in data scienceHow random sampling can reduce bias and yield a higher-quality dataset, even with big dataHow the principles of experimental design yield definitive answers to questionsHow to use regression to estimate outcomes and detect anomaliesKey classification techniques for predicting which categories a record belongs toStatistical machine learning methods that "learn" from dataUnsupervised learning methods for extracting meaning from unlabeled data
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Flowers for Elephants - Peter Martell
When northern Kenyans find elephant bones, they lay down blossoms and branches as a mark of respect, honouring their crucial connection with the wildlife they live alongside. In our changing world, these values are vitally important. For decades, northern Kenya was one step away from a warzone, on the frontlines of climate change and habitat loss. People slept with their shoes on, fearing attack. Wildlife was decimated. Yet, facing the most extreme challenges, people united. What began as a last-ditch effort to save rhinos from extinction sparked a remarkable return of wildlife, with the once-struggling cattle ranch Lewa named a UN World Heritage Site for its outstanding value to humanity. This served as a catalyst for much broader action. Communities created a network of protected lands across an area larger than Switzerland. Through conservation, they built peace, driving social, environmental and political change. From tracking elephants through the bush to gun battles with bandits and treks through Al-Qaeda territory, Peter Martell tells the exciting story of a conservation movement that gives hope. At a time when humanity is reassessing its broken relationship with nature, these communities offer an inspirational blueprint, proving that environmental change does not have to divide, but ... Unknown localization key: "more"
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The Elements of Statistical Learning - Jerome Friedman, Trevor Hastie, Robert Tibshirani
During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It is a valuable resource for statisticians and anyone interested in data mining in science or industry. The book''s coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book.This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression & path algorithms for the lasso, non-negative matrix factorization, and spectral ... Unknown localization key: "more"
Objev podobné jako The Elements of Statistical Learning - Jerome Friedman, Trevor Hastie, Robert Tibshirani
Research Methods for the Behavioral Sciences - Frederick Gravetter, Lori-Ann Forzano, James Witnauer
See how interesting the behavioral sciences can be with Gravetter/Forzano's RESEARCH METHODS FOR THE BEHAVIORAL SCIENCES, 7th Edition. Inviting and conversational, the text leads you through the research process from start to finish, using a step-by-step approach that emphasizes the decisions researchers make at each stage. Current research examples are selected to be of particular interest to students like you. Learning objectives help you focus on what's important and give you opportunities to apply your learning and test your understanding. Chapter after chapter, the authors' "lecture in a book" style delivers clear explanations of topics that make the text easy to read and understand.
Objev podobné jako Research Methods for the Behavioral Sciences - Frederick Gravetter, Lori-Ann Forzano, James Witnauer
Research Methods Using R - Daniel H. Baker
Providing complete coverage of advanced research methods for undergraduates, Daniel H. Baker supports students in their mastery of more advanced research methods and their application in R. This brand new title brings together coverage of a variety of topics for readers with basic statistical knowledge. It begins with material on the fundamental tools - nonlinear curve fitting and function optimization, stochastic methods, and Fourier (frequency) analysis - before leading readers on to more specialist content - bivariate and multivariate statistics, Bayesian statistics, and machine learning methods. Several chapters also discuss methods that can be used to improve research practises, including power analysis, meta-analysis, reproducible data analysis.Written to build a student''s confidence with using R in a step-by-step way, early chapters present the essentials, ensuring that the content is accessible to those that have never programmed before. By giving them a feel for how the software works in practice, students are gradually introduced to simple examples of techniques before building up to more detailed implementations demonstrated in worked examples. Readers are also presented with opportunities to try analysis techniques for themselves. Practice questions are presented at the end of each chapter with answer guidance supplied in the book, while multiple-choice-questions with ... Unknown localization key: "more"
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How Gay Men Prepare for Death - Peter Robinson
The ebook edition of this title is Open Access, thanks to Knowledge Unlatched funding, and freely available to read online. Peter Robinson’s new book provides a practical contribution for anyone considering how to prepare for their end of life, including those from LGBTQ+ communities.
Objev podobné jako How Gay Men Prepare for Death - Peter Robinson