linear models with r julian j faraway

A Hands-On Way to Learning Data AnalysisPart of the core of statistics, linear models are used to make predictions and explain the relationship between the response and the predictors. Understanding linear models is crucial to a broader competence in the practice of statistics. Linear Models with R, Third Edition explains how to use linear models in physical science, engineering, social science, and business applications. The book incorporates several improvements that reflect how the world of R has greatly expanded since the publication of the second edition.New to the Third Edition40% more content with more explanation and examples throughoutNew chapter on sampling featuring simulation-based methodsModel assessment methods discussedExplanation chapter expanded to include introductory ideas about causationModel interpretation in the presence of transformationCrossvalidation for model selectionChapter on regularization now includes the elastic netMore on multiple comparisons and the use of marginal meansDiscussion of design and powerLike its widely praised, best-selling predecessor, this edition combines statistics and R to seamlessly give a coherent exposition of the practice of linear modeling. The text offers up-to-date insight on essential data analysis topics, from estimation, inference, and prediction to missing data, factorial models, and block designs. Numerous examples illustrate how to apply the different methods using ... Unknown localization key: "more"

Objev podobné jako Linear Models with R - Julian J. Faraway

Fundamental to any livestock improvement programme by animal scientists, is the prediction of genetic merit in the offspring generation for desirable production traits such as increased growth rate, or superior meat, milk and wool production. Covering the foundational principles on the application of linear models for the prediction of genetic merit in livestock, this new edition is fully updated to incorporate recent advances in genomic prediction approaches, genomic models for multi-breed and crossbred performance, dominance and epistasis. It provides models for the analysis of main production traits as well as functional traits and includes numerous worked examples. For the first time, R codes for key examples in the textbook are provided online.The book covers:- The relationship between the genome and the phenotype.- BLUP models for various livestock data and structure.- Incorporation of related ancestral parents and metafounders in prediction models.- Models for survival analysis and social interaction.- Advancements in genomic prediction approaches and selection.- Genomic models for multi-breed and crossbred performance.- Models for non-additive genetic effects including dominance and epistasis.- Estimation of genetic parameters including Gibbs sampling approaches.- Computation methods for solving linear mixed model equations.Suitable for graduate and postgraduate students, researchers and lecturers of animal breeding, genetics and genomics, ... Unknown localization key: "more"

Objev podobné jako Linear Models for the Prediction of the Genetic Merit of Animals - Ivan Pocrnic, Raphael A , UK and the International Livestock Research Institute (I

A valuable overview of the most important ideas and results in statistical modeling Written by a highly-experienced author, Foundations of Linear and Generalized Linear Models is a clear and comprehensive guide to the key concepts and results of linearstatistical models.

Objev podobné jako Foundations of Linear and Generalized Linear Models - Alan Agresti

Click with Friends 3 angličtina
přepracované vydání Start with Click
JIRI MODELS omalovánky pro holky i kluky
Jiri Models adventní kalendář pro děti
Jiri Models samolepky 24 stran
Jiri Models Maluj vodou Minnie
Jiří Models Tlapková patrola omalovánky a aktivity
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Jiri Models Tlapková patrola
Jiri Models set jednorožců
Jiri Models Bav se a nalepuj Roční období
Moje první oblečkování Jiří Models
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kreativní sada JIRI MODELS Bing

This book provides a comprehensive knowledge of linear algebra for graduate and undergraduate courses. As a self-contained text, it aims at covering all important areas of the subject, including algebraic structures, matrices and systems of linear equations, vector spaces, linear transformations, dual and inner product spaces, canonical, bilinear, quadratic, sesquilinear, Hermitian forms of operators and tensor products of vector spaces with their algebras. The last three chapters focus on empowering readers to pursue interdisciplinary applications of linear algebra in numerical methods, analytical geometry and in solving linear system of differential equations. A rich collection of examples and exercises are present at the end of each section to enhance the conceptual understanding of readers. Basic knowledge of various notions, such as sets, relations, mappings, etc., has been pre-assumed.

Objev podobné jako Advanced Linear Algebra with Applications - Mohammad Ashraf, Vincenzo De Filippis, Mohammad Aslam Siddeeque

For sophomore-level orjunior/senior-level first courses in linear algebra; assumes calculus as aprerequisite. A thorough and accessibleintroduction to linear algebra. The new 10thEdition of Linear Algebra with Applications continuesto encourage a challenging and broad understanding of the subject. For thisedition, Steven Leon—one of the leading figures in the use of technology forlinear algebra—is joined by new co-author Lisette de Pillis of Harvey MuddCollege, who brings her passion for teaching and solving real-world problems tothis revision. Each chapter contains integratedworked examples, practical applications, computer exercises, and chapter tests. The important roles played by geometry and visualization in understandinglinear algebra are emphasized.

Objev podobné jako Linear Algebra with Applications, Global Edition - Lisette Pillis, Steven Leon

This book covers transformer architecture for various applications including NLP, computer vision, speech processing, and predictive modeling with tabular data. It is a valuable resource for anyone looking to harness the power of transformer architecture in their machine learning projects. The book provides a step-by-step guide to building transformer models from scratch and fine-tuning pre-trained open-source models. It explores foundational model architecture, including GPT, VIT, Whisper, TabTransformer, Stable Diffusion, and the core principles for solving various problems with transformers. The book also covers transfer learning, model training, and fine-tuning, and discusses how to utilize recent models from Hugging Face.

Objev podobné jako Building Transformer Models with PyTorch 2.0 - Prem Timsina

Learn key concepts of linear algebra to equip yourself in your studies and future career. Linear Algebra and Its Applications 6th edition by Steven R. Lay, Judi J. McDonald and David C. Lay is an excellent introductory guide to the principles and foundations of practical linear algebra. With its learner-friendly approach, the textbook starts with easier material, building confidence by introducing typically challenging concepts early on and gradually developing them. The book revisits those concepts throughout, ensuring you do not become overwhelmed when abstract concepts are introduced, as you progress with your learning. The latest edition provides new and revised content, with a range of features, including: A broad range of introductory vignettes, application examples, and online resources New material and topics to consolidate and enhance your understanding of the subject New, modernised applications to prepare your learning of the most innovative topics, such as machine learning, Artificial Intelligence, and digital signal processing With an array of exercises and questions to support your learning, this textbook provides the tools you need to build on your understanding of linear algebra and succeed in your studies. Also available with MyLab® Math MyLab is the teaching and learning platform that empowers you to ... Unknown localization key: "more"

Objev podobné jako Linear Algebra and Its Applications, Global Edition - David Lay, Steven Lay, Judi McDonald

Use LLMs to build better business software applications Autonomously communicate with users and optimize business tasks with applications built to make the interaction between humans and computers smooth and natural. Artificial Intelligence expert Francesco Esposito illustrates several scenarios for which a LLM is effective: crafting sophisticated business solutions, shortening the gap between humans and software-equipped machines, and building powerful reasoning engines. Insight into prompting and conversational programming—with specific techniques for patterns and frameworks—unlock how natural language can also lead to a new, advanced approach to coding. Concrete end-to-end demonstrations (featuring Python and ASP.NET Core) showcase versatile patterns of interaction between existing processes, APIs, data, and human input. Artificial Intelligence expert Francesco Esposito helps you: Understand the history of large language models and conversational programming Apply prompting as a new way of coding Learn core prompting techniques and fundamental use-cases Engineer advanced prompts, including connecting LLMs to data and function calling to build reasoning engines Use natural language in code to define workflows and orchestrate existing APIs Master external LLM frameworks Evaluate responsible AI security, privacy, and accuracy concerns Explore the AI regulatory landscape Build and implement a personal assistant Apply a retrieval augmented generation (RAG) pattern to formulate responses based ... Unknown localization key: "more"

Objev podobné jako Programming Large Language Models with Azure Open AI - Francesco Esposito

Integrated Population Models: Theory and Ecological Applications with R and JAGS is the first book on integrated population models, which constitute a powerful framework for combining multiple data sets from the population and the individual levels to estimate demographic parameters, and population size and trends. These models identify drivers of population dynamics and forecast the composition and trajectory of a population. Written by two population ecologists with expertise on integrated population modeling, this book provides a comprehensive synthesis of the relevant theory of integrated population models with an extensive overview of practical applications, using Bayesian methods by means of case studies. The book contains fully-documented, complete code for fitting all models in the free software, R and JAGS. It also includes all required code for pre- and post-model-fitting analysis. Integrated Population Models is an invaluable reference for researchers and practitioners involved in population analysis, and for graduate-level students in ecology, conservation biology, wildlife management, and related fields. The text is ideal for self-study and advanced graduate-level courses.

Objev podobné jako Integrated Population Models - Michael T. Schaub, Marc Kery

Little fibs can lead to big trouble!Julian hates bicycles. He thinks they are boring and stupid . . . and maybe just a little bit scary. But his best friend, Gloria, has just got a new bike, and all she wants is to go cycling with him.Julian needs to think of an excuse, and fast. Surely anything is better than braving a bicycle. Even if it means sweeping floors, weeding the garden and doing chores all summer . . .

Objev podobné jako Julian's Glorious Summer - Ann Cameron

Microeconometrics Using Stata, Second Edition is an invaluable reference for researchers and students interested in applied microeconometric methods.Like previous editions, this text covers all the classic microeconometric techniques ranging from linear models to instrumental-variables regression to panel-data estimation to nonlinear models such as probit, tobit, Poisson, and choice models. Each of these discussions has been updated to show the most modern implementation in Stata, and many include additional explanation of the underlying methods. In addition, the authors introduce readers to performing simulations in Stata and then use simulations to illustrate methods in other parts of the book. They even teach you how to code your own estimators in Stata.The second edition is greatly expanded—the new material is so extensive that the text now comprises two volumes. In addition to the classics, the book now teaches recently developed econometric methods and the methods newly added to Stata. Specifically, the book includes entirely new chapters onduration modelsrandomized control trials and exogenous treatment effectsendogenous treatment effectsmodels for endogeneity and heterogeneity, including finite mixture models, structural equation models, and nonlinear mixed-effects modelsspatial autoregressive modelssemiparametric regressionlasso for prediction and inferenceBayesian analysisAnyone interested in learning classic and modern econometric methods will find this the perfect companion. ... Unknown localization key: "more"

Objev podobné jako Microeconometrics Using Stata, Second Edition, Volume II: Nonlinear Models and Casual Inference Methods - A. Colin Cameron, Pravin K. Trivedi

Dámské tričko adidas ESSENTIALS LINEAR s ležérním střihem a spuštěnými rameny. Vyrobeno z měkkého bavlněného žerzeje s klasickým rovným střihem. Vhodné pro pohodlné nošení doma i ve městě.

• Měkký bavlněný žerzej pro příjemný pocit na pokožce
• Ležérní střih se spuštěnými rameny pro pohodlné nošení
• Klasický rovný střih vhodný pro různé příležitosti
• Výrazné logo adidas jako stylový prvek

Objev podobné jako adidas ESSENTIALS LINEAR Dámské triko, bílá, velikost

Most period ship models are built from kits, usually primarily of wood with some ready-made fittings. Although these commercial offerings have improved significantly in recent years, all of them can be enhanced in accuracy or detail by an experienced model maker. This book, by an expert ship modeler, distills lessons gleaned from a lifetime practicing the hobby to the highest standards, setting out methods of improving basic kits and gradually developing the skills and confidence to tackle the construction of a model from scratch. Using a variety of kits as the starting point, each chapter demonstrates a technique that can be readily improved or a feature that can be replaced to the advantage of the finished model. Topics include hull planking, representing copper sheathing, many aspects of more accurate masting and rigging, and how to replace kit parts and fittings from scratch. The impact of a period model depends on its accuracy, and this book provides guidance on plans and references, including where to find them and how they are best used. The plank-on-frame model, sometimes with exposed frames in the Navy Board style, has always been considered the crowning achievement of period ship modeling, and this book concludes with ... Unknown localization key: "more"

Objev podobné jako Ship Models from the Age of Sail - Kerry Jang

Samolepková knížka od Jiří Models seznamuje děti se zvířaty aktivními ve dne i v noci. Obsahuje 16 barevných stran s informacemi, úkoly a 2 archy samolepek. Na závěr nabízí zábavný test k ověření získaných znalostí.

• 16 barevných stran s ilustracemi a zajímavostmi o zvířatech
• 2 archy samolepek k doplnění obrázků
• hravé úkoly a zábavný test s řešením
• vzdělávací obsah přizpůsobený dětskému vnímání

Objev podobné jako Jiří Models Samolepky pro zvídavé děti Zvířata ve dne a v noci

Samolepková kniha umožňuje dětem oblékat nejlepší kamarádky na svatbu pomocí více než 120 samolepek. Obsahuje 16 stran s motivy šatů, šperků a dekorací. Podporuje tvořivou hru a rozvoj fantazie.

• Více než 120 samolepek s detailními svatebními motivy
• 16 stran pro rozvoj kreativity a jemné motoriky
• Podporuje vyprávění příběhů a fantazii dětí
• Kvalitní provedení od českého výrobce Jiří Models

Objev podobné jako Jiří Models Moje první oblečkování Nejlepší kamarádky Svatba

Sada obsahuje 24 stran omalovánek a aktivit s motivy Tlapkové patroly. Součástí je více než 100 metalických a papírových samolepek pro dozdobení obrázků. Produkt je určen pro kreativní zábavu dětí.

• 24 stran omalovánek a aktivit pro dlouhou zábavu
• Více než 100 metalických a papírových samolepek pro kreativní dozdobení
• Rozvíjí dětskou fantazii a jemnou motoriku
• Ideální pro malé fanoušky Tlapkové patroly

Objev podobné jako Jiří Models 100 samolepek s omalovánkami Tlapková patrola

Set obsahuje 24stránkový sešit omalovánek s motivy Tlapkové patroly a 12 voskovek. Je určen pro děti od 3 do 10 let a nevyžaduje baterie. Podporuje kreativní vyjádření a je vhodný pro obě pohlaví.

• 24 stran omalovánek s motivy Tlapkové patroly
• 12 kvalitních voskovek v setu
• Podporuje rozvoj kreativity a jemné motoriky
• Vhodné pro děti již od 3 let věku

Objev podobné jako Jiri Models Omalovánky s voskovkami Tlapková patrola

Set omalovánek s voskovkami Ledové království obsahuje 24 stran k vybarvení a 12 voskovek. Je vhodný pro děti od 3 do 10 let a nevyžaduje baterie. Jedná se o kreativní aktivitu pro jednotlivce i celou rodinu.

• Kompletní set s 12 voskovkami a 24 stranami k vybarvení
• Vhodné pro široké věkové rozpětí 3-10 let
• Nevyžaduje baterie - okamžitá zábava kdekoli
• Téma Ledové království oblíbené u dětí

Objev podobné jako JIRI MODELS a.s. Omalovánky s voskovkami Ledové království

Adventní kalendář Tlapková patrola od Jiri Models obsahuje 24 okének s omalovánkami, samolepkami a pohádkovými příběhy. Je vyroben z papíru a nepotřebuje baterie. Kalendář je vhodný pro děti od 3 do 10 let.

• 24 okének plných zábavných aktivit
• Vhodný pro široké věkové rozpětí 3-10 let
• Bezpečný a ekologický papírový výrobek
• Nevyžaduje baterie - okamžitě použitelný

Objev podobné jako Jiri Models Adventní kalendář Tlapková patrola 2025

Velké omalovánky Tlapková patrola od Jiri Models obsahují 24 stránek a více než 50 samolepek. Jsou vhodné pro děti od 3 do 10 let a podporují rozvoj kreativity. Produkt nevyžaduje baterie a je snadno použitelný.

• 24 stránek omalovánek pro dlouhou zábavu
• Více než 50 samolepek k doplnění aktivit
• Podporuje rozvoj kreativity a jemné motoriky
• Snadné použití bez potřeby baterií nebo elektřiny

Objev podobné jako Jiri Models Velké omalovánky Tlapková patrola

Sada obsahuje 12 omalovánek s motivy jednorožců a přes 100 metalických samolepek. Je určena pro děti od 3 let a podporuje rozvoj kreativity a jemné motoriky. Balení má rozměry 21 x 29,7 x 0,2 cm a hmotnost 0,11 kg.

• Více než 100 zářivých metalických samolepek
• 12 různých omalovánek s motivy jednorožců
• Podporuje kreativitu a jemnou motoriku
• Vhodné pro děti již od 3 let

Objev podobné jako Jiri Models 100 metalických samolepek s omalovánkovými listy Jednorožci

Samolepková knížka od Jiří Models seznamuje děti se světem šelem na 16 barevných stranách. Obsahuje informace o lvech, tygrech a dalších dravcích, hravé úkoly a 2 archy samolepek. Na závěr nabízí zábavný test s řešením pro ověření získaných znalostí.

• 16 barevných stran s poutavými informacemi o šelmách
• 2 archy samolepek pro interaktivní zábavu
• Hravé úkoly a závěrečný test s řešením
• Rozvíjí znalosti dětí o lvech, tygrech a dalších dravcích

Objev podobné jako Jiří Models Samolepky pro zvídavé děti Šelmy

Samolepková knížka od Jiří Models seznamuje děti s polárními zvířaty prostřednictvím 16 barevných stran. Obsahuje informace o životě v polárních oblastech, zábavné úkoly a 2 archy samolepek. Na závěr nabízí test k ověření získaných znalostí.

• 16 barevných stran s informacemi o polárních zvířatech
• 2 archy samolepek pro interaktivní zábavu
• Zábavné úkoly a závěrečný test s řešením
• Vzdělávací obsah přizpůsobený dětskému vnímání

Objev podobné jako Jiří Models Samolepky pro zvídavé děti Polární zvířata

Samolepková knížka Dinosauři od Jiří Models obsahuje 16 barevných stran s informacemi a úkoly. Součástí jsou 2 listy samolepek k umístění a závěrečný test znalostí. Pomáhá dětem hravou formou rozvíjet pozornost, logické myšlení a jemnou motoriku.

• 16 barevných stran s informacemi a úkoly
• 2 listy samolepek pro interaktivní učení
• závěrečný test znalostí s řešením
• rozvíjí pozornost, logiku a jemnou motoriku

Objev podobné jako Jiří Models Samolepky pro zvídavé děti Dinosauři

Sada obsahuje 20 oboustranných stíratelných kartiček s úkoly na sčítání a odčítání. Díky přiloženému fixu je možné úkoly opakovaně vyplňovat a mazat. Kartičky jsou uloženy v praktickém uzavíratelném pouzdře.

• 20 oboustranných stíratelných kartiček pro opakované použití
• Přiložený fix umožňuje snadné mazání a opravy
• Uzavíratelné pouzdro pro přehledné uložení a přenášení
• Hravá forma procvičování základů matematiky pro děti

Objev podobné jako Jiří Models Moje první úkoly Sčítání a odčítání

Samolepková knížka od Jiří Models obsahuje 16 barevných stran a 8 stran samolepek s tématem nového miminka. Děti mohou samolepky dolepovat podle vlastní fantazie, čímž rozvíjejí zručnost a představivost. Produkt spojuje hravé tvoření s rozvojovými aktivitami.

• 16 barevných stran s něžnými ilustracemi
• 8 stran samolepek pro nekonečné tvoření
• Rozvíjí jemnou motoriku a představivost
• Kombinuje hru a vzdělávání zábavnou formou

Objev podobné jako Jiří Models Samolepková knížka Nové miminko

Samolepková knížka od Jiří Models nabízí 16 stran o malých zvířatech s úkoly a samolepkami. Obsahuje 2 archy samolepek pro doplnění obrázků. Na závěr je připraven zábavný kvíz s řešením.

• 16 barevných stran s informacemi o zvířatech
• 2 archy samolepek pro interaktivní hru
• Zábavný kvíz na konci pro ověření znalostí
• Hravé úkoly podporující učení a kreativitu

Objev podobné jako Jiří Models Samolepky pro zvídavé děti Malá zvířátka

Samolepková knížka Bagry od Jiří Models obsahuje 16 barevných stran s obrázky stavebních strojů a 8 stran samolepek. Děti mohou samolepky dolepovat podle vlastní fantazie. Aktivita spojuje hru s tvořením a je vhodná pro domácí i cestovní zábavu.

• 16 barevných stran s obrázky bagrů a stavebních strojů
• 8 stran samolepek pro kreativní dolepování
• Rozvíjí zručnost a představivost dětí
• Praktická zábava doma i na cestách

Objev podobné jako Jiří Models Samolepková knížka Bagry

Pexeso v sešitu Bing od JIRI MODELS obsahuje 64 kartiček, vystřihovací krabičku a čtyři stránky omalovánek. Hra podporuje rozvoj paměti, kreativity a jemné motoriky u dětí od tří let. Díky kompaktním rozměrům je snadno přenosné.

• Rozvíjí paměť, kreativitu a jemnou motoriku
• Obsahuje 64 kartiček, vystřihovací krabičku a omalovánky
• Kompaktní velikost pro snadné přenášení
• Vhodné pro děti již od 3 let

Objev podobné jako JIRI MODELS Pexeso v sešitu Bing

Sada Razítkovánky Bing od JIRI MODELS obsahuje 64stránkový sešit omalovánek s aktivitami a 10 pěnových razítek s poduškou. Je určena pro děti od 3 let k rozvoji kreativity a jemné motoriky. Díky kompaktním rozměrům je vhodná pro domácí i cestovní použití.

• 64 stran omalovánek s aktivitami pro dlouhou zábavu
• 10 pěnových razítek s barevnou poduškou pro snadné tvoření
• Vhodné pro děti již od 3 let
• Kompaktní balení vhodné i na cesty

Objev podobné jako JIRI MODELS Razítkovánky Bing

Velká samolepková knížka Česká republika od Jiri Models obsahuje 24 stran a 8 stran samolepek s českými motivy. Je vhodná pro děti od 3 do 10 let a podporuje rozvoj kreativity. Kniha je vyrobena z papíru a nabízí vzdělávací zábavu.

• 24 stran pro dlouhou zábavu
• 8 stran samolepek s českými motivy
• vhodné pro děti od 3 do 10 let
• rozvíjí kreativitu a jemnou motoriku

Objev podobné jako Jiri Models Velká samolepková knížka Česká republika

Omalovánky Maluj vodou zas a znovu Ledové království obsahují 10 stran, které se barví pomocí přiloženého pera naplněného vodou. Po zaschnutí obrázky opět zmizí, což umožňuje nekonečné opakované malování. Sada je vhodná pro děti od 3 let a nevyžaduje baterie.

• Opakovatelné použití - po zaschnutí barvy zmizí
• Kompletní sada včetně pera na vodu
• Bezpečné a ekologické - nevyžaduje barvy ani baterie
• Vhodné pro široké věkové rozpětí 3-10 let

Objev podobné jako JIRI MODELS Maluj vodou zas a znovu Ledové království

For many wargamers, WW2 is synonymous with large fleets of tanks and other AFVs battling each other across the European countryside or amidst the rubble of cities. Here Andy Singleton lends the benefit of his experience as a professional modeller and painter to help you get your own armoured force ready for battle. Andy starts by discussing the tools and materials required and explaining some basic techniques, such as dry-brushing and stippling. He then moves on to detailed step-by-step instructions for the main paint schemes of each of the major combatants, British, American, German and Soviet Union. Each step is illustrated by a colour photo, paint number and the type and size of brush used, and there are variants for use with or without an airbrush. Adding national emblems and other markings, either freehand or by using transfers, is also covered. In addition to the basic paint scheme there is guidance for adding weathering effects and wear and tear, such as dust, chipped paint or even winter whitewash. Finally he shows you how to enhance your models with finishing touches such as the addition of stowage and camouflage measures such as netting or foliage. Throughout it is packed with useful ... Unknown localization key: "more"

Objev podobné jako Painting Wargaming Models: Armoured Vehicles in Europe, 1943-1945 - Andy Singleton

Učebnice Click with Friends 3 je určena pro výuku angličtiny v 5. ročníku základní školy. Jedná se o přepracované vydání původní učebnice Start with Click, které plně odpovídá požadavkům RVP ZV. Materiál je koncipován pro děti, které začínají s angličtinou od 3. třídy.

• Zcela přepracované a aktualizované vydání osvědčené učebnice
• Přesně odpovídá požadavkům Rámcového vzdělávacího programu pro základní vzdělávání
• Určeno speciálně pro děti, které začínají s angličtinou od 3. třídy
• Systematicky rozvíjí klíčové kompetence a jazykové dovednosti

Objev podobné jako Click with Friends 3: Angličtina pro 5. ročník základní školy (978-80-7489-770-2)

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"

Objev podobné jako Statistical Learning with Sparsity - Martin Wainwright, Trevor Hastie, Robert Tibshirani

Biostatistics with R provides a straightforward introduction on how to analyse data from the wide field of biological research, including nature protection and global change monitoring. The book is centred around traditional statistical approaches, focusing on those prevailing in research publications. The authors cover t-tests, ANOVA and regression models, but also the advanced methods of generalised linear models and classification and regression trees. Chapters usually start with several useful case examples, describing the structure of typical datasets and proposing research-related questions. All chapters are supplemented by example datasets, step-by-step R code demonstrating analytical procedures and interpretation of results. The authors also provide examples of how to appropriately describe statistical procedures and results of analyses in research papers. This accessible textbook will serve a broad audience, from students, researchers or professionals looking to improve their everyday statistical practice, to lecturers of introductory undergraduate courses. Additional resources are provided on www.cambridge.org/biostatistics.

Objev podobné jako Biostatistics with R - Jan Lepš, Petr Šmilauer

This book developed from the need to teach a linear algebra course to students focused on data science and bioinformatics programs. These students tend not to realize the importance of linear algebra in applied sciences, since traditional linear algebra courses tend to cover mathematical contexts but not the computational aspect of linear algebra or its applications to data science and bioinformatics. The author presents the topics in a traditional course, yet offers lectures as well as lab exercises on simulated and empirical data sets. This textbook provides students a theoretical basis which can then be applied to the practical R and Python problems, providing the tools needed for real-world applications.Each section starts with working examples to demonstrate how tools from linear algebra can help solve problems in applied sciences. These exercises start from easy computations, such as computing determinants of matrices, to practical applications on simulated and empirical data sets with R so that students learn how to get started with R, along with computational examples in each section, and then students learn how to apply what they''ve learned to problems in applied sciences.This book is designed from first principles to demonstrate the importance of linear algebra through working computational ... Unknown localization key: "more"

Objev podobné jako Linear Algebra and Its Applications with R - Ruriko Yoshida

A full-colour short story taken from the world of the Magic Faraway Tree. Perfect for new readers. Discover the magic!At the top of the Faraway Tree a new adventure awaits the children. What could be nicer than a visit to the Land of Do-As-You-Please? Frannie has always longed to ride an elephant and Joe wants to be a train-driver. Everyone''s wishes can come true! The perfect format for new readers to enjoy the adventures of Moonface, Silky, Saucepan Man and friends.Also available in this short story series:A Faraway Tree Adventure: The Land of BirthdaysA Faraway Tree Adventure: The Land of Magic MedicinesA Faraway Tree Adventure: The Land of Do-As-You-PleaseA Faraway Tree Adventure: The Land of GoodiesA Faraway Tree Adventure: In Santa Claus''s CastleA Faraway Tree Adventure: The Land of ToysA Faraway Tree Adventure: The Land of DreamsA Faraway Tree Adventure: The Land of Silly SchoolA Faraway Tree Adventure: The Land of EnchantmentsA Faraway Tree Adventure: Joe and the Magic Snowman

Objev podobné jako A Faraway Tree Adventure: The Land of Do-As-You-Please - Enid Blyton

A full-colour short story from the enchanted world of the Faraway Tree in a perfect format for new readers. Discover the magic!The Land of Silly School is where Dame Snap teaches naughty elves, pixies and fairies. But Joe, Beth, Frannie, Connie soon discover that the lessons are very silly indeed! How will they escape strict Dame Snap?Also available in this short story series:A Faraway Tree Adventure: The Land of BirthdaysA Faraway Tree Adventure: The Land of Magic MedicinesA Faraway Tree Adventure: The Land of Do-As-You-PleaseA Faraway Tree Adventure: The Land of GoodiesA Faraway Tree Adventure: In Santa Claus''s CastleA Faraway Tree Adventure: The Land of ToysA Faraway Tree Adventure: The Land of DreamsA Faraway Tree Adventure: The Land of Silly SchoolA Faraway Tree Adventure: The Land of EnchantmentsA Faraway Tree Adventure: Joe and the Magic Snowman

Objev podobné jako A Faraway Tree Adventure: The Land of Silly School - Enid Blyton

A full-colour short story taken from the world of the Magic Faraway Tree. Perfect for new readers. Discover the magic!When Joe is whisked up to the Land of Ice and Snow, he meets a rather bossy snowman, who is determined to make Joe his servant! Can Moon-Face, Frannie and Beth rescue Joe, with the help of their new friends, Goldilocks and the Three Bears?The stories about the Magic Faraway Tree have been entertaining children for more than 80 years. Now these colour short stories offer a great way for young new readers to discover the adventures of Silky, Moon-Face, the Saucepan Man and all of their friends in the Enchanted Wood. Also available in this short story series: A Faraway Tree Adventure: The Land of Birthdays A Faraway Tree Adventure: The Land of Magic Medicines A Faraway Tree Adventure: The Land of Do-As-You-Please A Faraway Tree Adventure: The Land of Goodies A Faraway Tree Adventure: In Santa Claus''s Castle A Faraway Tree Adventure: The Land of Toys A Faraway Tree Adventure: The Land of Dreams A Faraway Tree Adventure: The Land of Silly School A Faraway Tree Adventure: The Land of Enchantments A Faraway Tree Adventure: Joe and the Magic ... Unknown localization key: "more"

Objev podobné jako A Faraway Tree Adventure: Joe and the Magic Snowman - Enid Blyton

Discover the Magic Faraway Tree and explore the amazing lands it can lead to, in an irresistible new story by bestselling author Jacqueline Wilson, set in this much-loved world. Milo, Mia and Birdy are on a countryside holiday when they wander into an Enchanted Wood. Among the whispering leaves, there is a beautiful tree that stands high above the rest.The Magic Faraway Tree is home to many remarkable creatures including a fairy called Silky, her best friend Moonface and more. Little Birdy is only too happy to find that fairies are real. Even her older brother and sister are soon won over by the magic of the Faraway Tree and the extraordinary places they discover above it, including the Land of Unicorns.But not every land is so much fun. Danger looms in the Land of Dragons. Will Moonface's magic work in time to save the children?The Magic Faraway Tree by Enid Blyton was Jacqueline Wilson's own favourite book as a very young child.Now Britain's favourite contemporary children's author, creator of Hetty Feather and Tracy Beaker, revisits this glorious magical world, weaving a brand-new story perfect for the next generation of young readers. Discover the magic!

Objev podobné jako The Magic Faraway Tree: A New Adventure - Jacqueline Wilsonová

The second book in the Magic Faraway Tree series by one of the world''s most popular children''s authors, Enid Blyton.Joe, Beth and Frannie''s cousin Rick comes to stay, reluctant at first to share in their adventures at the top of the Faraway Tree. But once Rick meets Moonface, Saucepan Man and Silky the fairy and experiences the wonders of the Faraway Tree he is as enchanted as his cousins. Together they travel to the Land of Dreams, where all is not as cosy as they expect, and into the Land of Topsy-Turvy where it''s not just their expectations that are turned upside down!A perfect book to share at bedtime or any time - discover the magic!

Objev podobné jako The Magic Faraway Tree: The Magic Faraway Tree Deluxe Edition - Enid Blyton

Discover the Magic Faraway Tree and explore the amazing lands it can lead to! An irresistible new story by bestselling author Jacqueline Wilson, set in a much-loved world. Three kids, Milo, Mia and Birdy, are on a countryside holiday when they wander into an Enchanted Wood. Among the whispering leaves, there is a beautiful tree that stands high above the rest. The Magic Faraway Tree is home to remarkable creatures including a fairy called Silky, her best friend Moonface and more. Birdy is delighted to find that fairies are real. Even her older brother and sister are soon won over by the magic of the Faraway Tree and the extraordinary places they discover above it, including the Land of Unicorns. But not every land is so much fun. Danger looms in the Land of Dragons. Will Moonface''s magic work in time to save the children?The Magic Faraway Tree by Enid Blyton was Jacqueline Wilson''s own favourite book as a young child. Now Britain''s favourite contemporary children''s author, creator of Hetty Feather and Tracy Beaker, revisits this glorious magical world, weaving a brand-new story perfect for the next generation of young readers. Discover the magic!

Objev podobné jako The Magic Faraway Tree: A New Adventure - Jacqueline Wilsonová

“A vet’s job is always unpredictable, endlessly challenging and often full of surprises.”Join beloved TV vet Julian Norton on his animal adventures in the beautiful Yorkshire countryside!Julian, known as the Yorkshire Vet, helps a variety of animals in distress in ten heart-warming stories – packed with fun, excitement and gorgeous illustrations, perfect for animal-lovers age 8–11. You’ll meet:· A bouncing baby alpaca· A smelly goat· A lost foal· And lots of dogs, including Julian’s faithful Jack Russell terrier, Emmy!

Objev podobné jako Adventures with a Yorkshire Vet: The Lucky Foal and Other Animal Tales - Julian Norton

“A vet’s job is always unpredictable, endlessly challenging and often full of surprises.”Join beloved TV vet Julian Norton on his animal adventures in the beautiful Yorkshire countryside!Julian, known as the Yorkshire Vet, helps a variety of animals in distress in ten heart-warming stories – packed with fun, excitement and gorgeous illustrations, perfect for animal-lovers age 8–11. You’ll meet: · A bouncing baby alpaca· A smelly goat· A lost foal · And lots of dogs, including Julian’s faithful Jack Russell terrier, Emmy!

Objev podobné jako Adventures with a Yorkshire Vet: The Lucky Foal and Other Animal Tales - Julian Norton

“At this time of the year, it is much more usual for a vet to be lambing a sheep than talking to a parakeet!”Join beloved TV vet Julian Norton on his animal adventures in the beautiful, snowy Yorkshire countryside!Snow is falling on the hills of Yorkshire and the days are getting shorter – winter is settling in. But there’s no time to rest for Julian, also known as the Yorkshire Vet! It’s lambing time at the farms. And many other animals need his help too!In ten heart-warming stories with gorgeous illustrations for animal-lovers 8–11, you’ll meet: · A lost pony· A mischievous kitten· A chatty parakeetAnd Julian’s faithful Jack Russell terrier, Emmy!

Objev podobné jako Adventures with a Yorkshire Vet: Lambing Time and Other Animal Tales - Julian Norton

“At this time of the year, it is much more usual for a vet to be lambing a sheep than talking to a parakeet!”Join beloved TV vet Julian Norton on his animal adventures in the beautiful, snowy Yorkshire countryside!Snow is falling on the hills of Yorkshire and the days are getting shorter – winter is settling in. But there’s no time to rest for Julian, also known as the Yorkshire Vet! It’s lambing time at the farms. And many other animals need his help too!In ten heart-warming stories with gorgeous illustrations for animal-lovers 8–11, you’ll meet:· A lost pony· A mischievous kitten· A chatty parakeetAnd Julian’s faithful Jack Russell terrier, Emmy!

Objev podobné jako Adventures with a Yorkshire Vet: Lambing Time and Other Animal Tales - Julian Norton

Explore the much-loved Magic Faraway Tree at the most special time of the year. This brand-new story by superstar author Jacqueline Wilson is set in the original world created by Enid Blyton.Milo, Mia and Birdy are excited to return to the cottage beside the Enchanted Wood for Christmas. They can't wait to visit their magical friends Silky the fairy and Moonface again.Which amazing worlds will arrive at the top of the Faraway Tree at this time of year? The children are hoping for a trip to the Land of Presents or perhaps the Land of Snow. But before they can celebrate, there is a chilling visit to the Land of the Frozen North . . .The Magic Faraway Tree by Enid Blyton was Jacqueline Wilson's own favourite book as a young child. Now Britain's favourite contemporary children's author, creator of Hetty Feather and Tracy Beaker, is revisiting it in her second wonderful book about this magical world.

Objev podobné jako The Magic Faraway Tree: A Christmas Adventure - Jacqueline Wilsonová, Mark Beech

Explore the much-loved Magic Faraway Tree at the most special time of the year. This brand-new story by superstar author Jacqueline Wilson is set in the original world created by Enid Blyton.Milo, Mia and Birdy are excited to return to the cottage beside the Enchanted Wood for Christmas. They can''t wait to visit their magical friends Silky the fairy and Moonface again. Which amazing worlds will arrive at the top of the Faraway Tree at this time of year? The children are hoping for a trip to the Land of Presents or perhaps the Land of Snow. But before they can celebrate, there is a chilling visit to the Land of the Frozen North . . . The Magic Faraway Tree by Enid Blyton was Jacqueline Wilson''s own favourite book as a young child. Now Britain''s favourite contemporary children''s author, creator of Hetty Feather and Tracy Beaker, is revisiting it in her second wonderful book about this magical world.

Objev podobné jako The Magic Faraway Tree: A Christmas Adventure - Jacqueline Wilsonová

The first story in the Magic Faraway Tree series by one of the world''s most popular children''s authors, Enid Blyton.Joe, Beth and Frannie find the Enchanted Wood on the doorstep of their new home, and when they discover the Faraway Tree it is the start of a wonderful series of magical adventures.Join them and their friends Moonface, Saucepan Man and Silky the fairy as they discover which new land is at the top of the Faraway Tree. Will it be the Land of Spells, the Land of Treats, or the Land of Do-As-You-Please? This is the perfect story for bedtime and shared reading for young children. Discover the magic!

Objev podobné jako The Magic Faraway Tree: The Enchanted Wood Deluxe Edition - Enid Blyton