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Advanced R Statistical Programming and Data Models, Matt Wiley; Joshua F. Wiley


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Цена: 41920.00T
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Склад Америка: 121 шт.  
При оформлении заказа до: 2025-07-28
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Автор: Matt Wiley; Joshua F. Wiley
Название:  Advanced R Statistical Programming and Data Models
ISBN: 9781484228715
Издательство: Springer
Классификация:




ISBN-10: 1484228715
Обложка/Формат: Paperback
Страницы: 335
Вес: 1.12 кг.
Дата издания: 21.02.2019
Язык: English
Издание: 1st ed.
Иллюстрации: 127 illustrations, color; 80 illustrations, black and white; xx, 638 p. 207 illus., 127 illus. in color.
Размер: 184 x 258 x 42
Читательская аудитория: General (us: trade)
Основная тема: Computer Science
Подзаголовок: Analysis, machine learning, and visualization
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание:
Carry out a variety of advanced statistical analyses including generalized additive models, mixed effects models, multiple imputation, machine learning, and missing data techniques using R. Each chapter starts with conceptual background information about the techniques, includes multiple examples using R to achieve results, and concludes with a case study.
Written by Matt and Joshua F. Wiley, Advanced R Statistical Programming and Data Models shows you how to conduct data analysis using the popular R language. You’ll delve into the preconditions or hypothesis for various statistical tests and techniques and work through concrete examples using R for a variety of these next-level analytics. This is a must-have guide and reference on using and programming with the R language.
What You’ll Learn
Conduct advanced analyses in R including: generalized linear models, generalized additive models, mixed effects models, machine learning, and parallel processingCarry out regression modeling using R data visualization, linear and advanced regression, additive models, survival / time to event analysisHandle machine learning using R including parallel processing, dimension reduction, and feature selection and classificationAddress missing data using multiple imputation in RWork on factor analysis, generalized linear mixed models, and modeling intraindividual variability
Who This Book Is For
Working professionals, researchers, or students who are familiar with R and basic statistical techniques such as linear regression and who want to learn how to use R to perform more advanced analytics. Particularly, researchers and data analysts in the social sciences may benefit from these techniques. Additionally, analysts who need parallel processing to speed up analytics are given proven code to reduce time to result(s).

Дополнительное описание:
1 Univariate Data Visualization.- 2 Multivariate Data Visualization.- 3 Generalized Linear Models 1.- 4 Generalized Linear Models 2.- 5 Generalized Additive Models.- 6 Machine Learning: Introduction.- 7 Machine Learning: Unsupervised.- 8 Machine


The Elements of Statistical Learning

Автор: Trevor Hastie; Robert Tibshirani; Jerome Friedman
Название: The Elements of Statistical Learning
ISBN: 0387848576 ISBN-13(EAN): 9780387848570
Издательство: Springer
Рейтинг:
Цена: 69870.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This major new edition features many topics not covered in the original, including graphical models, random forests, and ensemble methods. As before, it covers the conceptual framework for statistical data in our rapidly expanding computerized world.

New Headway: Advanced: Student`s Book & iTutor Pack

Название: New Headway: Advanced: Student`s Book & iTutor Pack
ISBN: 0194713539 ISBN-13(EAN): 9780194713535
Издательство: Oxford Academ
Рейтинг:
Цена: 18930.00 T
Наличие на складе: Есть
Описание: Authentic texts, either reading or listening or both, present new language and enable students to see the target language in context `Language focus` boxes in the presentation sections and `Discussing grammar` exercises help students explore the language of the unit further `Spoken English` sections cover the grammar of spoken English Twelve complete writing lessons at the back of the book include models for students to analyse and imitate `Everyday English`sections give students practice in useful functional phrases, metaphors and idioms A helpful Grammar Reference at the back of the book can be used for revision or reference, in class or at home iTutor provides interactive reading, listening and writing practice with instant feedback on answers Students canaccess brand new video content on iTutor, complete with interactive exercises

Statistical Learning for Biomedical Data

Автор: Malley
Название: Statistical Learning for Biomedical Data
ISBN: 0521699096 ISBN-13(EAN): 9780521699099
Издательство: Cambridge Academ
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Цена: 43290.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Biomedical researchers need machine learning techniques to make predictions such as survival/death or response to treatment when data sets are large and complex. This highly motivating introduction to these machines explains underlying principles in nontechnical language, using many examples and figures, and connects these new methods to familiar techniques.

Munros Statistical methods health care 6E

Автор: Plichta
Название: Munros Statistical methods health care 6E
ISBN: 1451187947 ISBN-13(EAN): 9781451187946
Издательство: Lippincott Williams & Wilkins
Рейтинг:
Цена: 90370.00 T
Наличие на складе: Поставка под заказ.
Описание: This text provides students with a solid foundation for understanding data analysis and specific statistical techniques. Focusing on the most current and frequently used statistical methods in today's health care literature, the book covers essential material for a variety of program levels including in-depth courses beyond the basic statistics course. Well-organized, clear text discussions and great learning tools help students overcome the complexities and fully comprehend the concepts of this often intimidating area of study.

Statistical models and methods for financial markets

Автор: Lai, Tze Leung Xing, Haipeng
Название: Statistical models and methods for financial markets
ISBN: 1441926682 ISBN-13(EAN): 9781441926685
Издательство: Springer
Рейтинг:
Цена: 68900.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The authors here present statistical methods and models of importance to quantitative finance and links finance theory to market practice via statistical modeling and decision making. They provide basic statistical background as well as in-depth applications.

Applied Linear Statistical Models with Student CD

Автор: Nachtsheim;Neter;Kutner
Название: Applied Linear Statistical Models with Student CD
ISBN: 0071122214 ISBN-13(EAN): 9780071122214
Издательство: McGraw-Hill
Рейтинг:
Цена: 61770.00 T
Наличие на складе: Поставка под заказ.
Описание: "Applied Linear Statistical Models", 5e, is the long established leading authoritative text and reference on statistical modeling. For students in most any discipline where statistical analysis or interpretation is used, ALSM serves as the standard work. The text includes brief introductory and review material, and then proceeds through regression and modeling for the first half, and through ANOVA and Experimental Design in the second half. All topics are presented in a precise and clear style supported with solved examples, numbered formulae, graphic illustrations, and "Notes" to provide depth and statistical accuracy and precision. Applications used within the text and the hallmark problems, exercises, and projects are drawn from virtually all disciplines and fields providing motivation for students in virtually any college. The Fifth edition provides an increased use of computing and graphical analysis throughout, without sacrificing concepts or rigor. In general, the 5e uses larger data sets in examples and exercises, and where methods can be automated within software without loss of understanding, it is so done.

Advanced Biology 2 ed.

Автор: Kent, Michael
Название: Advanced Biology 2 ed.
ISBN: 0198392907 ISBN-13(EAN): 9780198392903
Издательство: Oxford Education
Рейтинг:
Цена: 81840.00 T
Наличие на складе: Поставка под заказ.
Описание: Written by an experienced author and teacher for students of all abilities, Advanced Biology will spark interest and motivate your A-Level students. Questions give opportunities to practise recall and analytical skills, and `Fact of Life` boxes highlight thought-provoking aspects of biology. There are full colour illustrations throughout.

Advanced Chemistry 2/e

Автор: Clugston, Michael Flemming, Rosalind
Название: Advanced Chemistry 2/e
ISBN: 0198392915 ISBN-13(EAN): 9780198392910
Издательство: Oxford Education
Рейтинг:
Цена: 84470.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Written by experienced teachers who bring a refreshing approach to traditional A-Level material. Advanced Chemistry will inspire and support chemistry students. Questions give opportunities to practise recall and analytical skills, and `Maths boxes` give mathematical support. Key terms are highlighted and there are full colour illustrations.

Statistical Mechanics,

Автор: R K Pathria
Название: Statistical Mechanics,
ISBN: 0123821886 ISBN-13(EAN): 9780123821881
Издательство: Elsevier Science
Рейтинг:
Цена: 64800.00 T
Наличие на складе: Поставка под заказ.
Описание: Statistical Mechanics explores the physical properties of matter based on the dynamic behavior of its microscopic constituents. After a historical introduction, this book presents chapters about thermodynamics, ensemble theory, simple gases theory, Ideal Bose and Fermi systems, statistical mechanics of interacting systems, phase transitions, and computer simulations. This edition includes new topics such as BoseEinstein condensation and degenerate Fermi gas behavior in ultracold atomic gases and chemical equilibrium. It also explains the correlation functions and scattering; fluctuationdissipation theorem and the dynamical structure factor; phase equilibrium and the Clausius-Clapeyron equation; and exact solutions of one-dimensional fluid models and two-dimensional Ising model on a finite lattice. New topics can be found in the appendices, including finite-size scaling behavior of Bose-Einstein condensates, a summary of thermodynamic assemblies and associated statistical ensembles, and pseudorandom number generators. Other chapters are dedicated to two new topics, the thermodynamics of the early universe and the Monte Carlo and molecular dynamics simulations. This book is invaluable to students and practitioners interested in statistical mechanics and physics.

Concepts, techniques, and models of computer programming

Автор: Roy, Peter Van Haridi, Seif
Название: Concepts, techniques, and models of computer programming
ISBN: 0262220695 ISBN-13(EAN): 9780262220699
Издательство: MIT Press
Рейтинг:
Цена: 77610.00 T
Наличие на складе: Нет в наличии.
Описание: This innovative text presents computer programming as a unified discipline in a way that is both practical and scientifically sound. It presents all major programming paradigms in a uniform framework that shows their deep relationships and how and where to use them together.

Microeconometrics Using Stata

Автор: Cameron
Название: Microeconometrics Using Stata
ISBN: 1597180734 ISBN-13(EAN): 9781597180733
Издательство: Taylor&Francis
Рейтинг:
Цена: 83690.00 T
Наличие на складе: Нет в наличии.
Описание: Updated to reflect Stata 11, this revised edition offers a complete and up-to-date survey of microeconometric methods available in Stata. The authors employ the new margins command, emphasizing both marginal effects at the means and average marginal effects. They also replace the xi command with factor variables, which allow you to specify indicator variables and interaction effects. Along with several new examples, this edition presents the new gmm command for generalized method of moments and nonlinear instrumental-variables estimation. In addition, the chapter on maximum likelihood estimation incorporates enhancements made to ml in Stata 11.

New understanding chemistry for advanced level   Листер Т. Новое понимание химии для продвинутого уровня. Издательство Оксфордского университета, 1999   Lister Ted & Renshaw Janet. New understanding chemistry for advanced level. Oxford University Pre

Автор: Lister Ted , Renshaw Janet
Название: New understanding chemistry for advanced level Листер Т. Новое понимание химии для продвинутого уровня. Издательство Оксфордского университета, 1999 Lister Ted & Renshaw Janet. New understanding chemistry for advanced level. Oxford University Pre
ISBN: 0748739580 ISBN-13(EAN): 9780748739585
Издательство: Oxford Academ
Рейтинг:
Цена: 66000.00 T
Наличие на складе: Невозможна поставка.
Описание: A complete full-colour version of the best selling core textbook. This revised edition includes an updated Foundation section providing excellent support from GCSE, in particular from Double Award Science.


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