Название: Exploratory Data Analysis Using R Автор: Ronald K. Pearson Издательство: Chapman and Hall/CRC; Год: 2018 Страниц: 562 Формат: True PDF Размер: 10 Mb Язык: English
Exploratory Data Analysis Using R provides a classroom-tested introduction to exploratory data analysis (EDA) and introduces the range of "interesting" – good, bad, and ugly – features that can be found in data, and why it is important to find them. It also introduces the mechanics of using R to explore and explain data.
The book begins with a detailed overview of data, exploratory analysis, and R, as well as graphics in R. It then explores working with external data, linear regression models, and crafting data stories. The second part of the book focuses on developing R programs, including good programming practices and examples, working with text data, and general predictive models. The book ends with a chapter on "keeping it all together" that includes managing the R installation, managing files, documenting, and an introduction to reproducible computing.
The book is designed for both advanced undergraduate, entry-level graduate students, and working professionals with little to no prior exposure to data analysis, modeling, statistics, or programming. it keeps the treatment relatively non-mathematical, even though data analysis is an inherently mathematical subject. Exercises are included at the end of most chapters, and an instructor's solution manual is available.
Уважаемый посетитель, Вы зашли на сайт как незарегистрированный пользователь.
С этой публикацией часто скачивают:
Discrete Data Analysis with R Название: Discrete Data Analysis with R Автор: Michael Friendly and David Meyer Издательство: CRC Press Год: 2015 Формат: PDF Размер: 177 Мб Язык:...
Exploratory Data Analysis with MATLAB Название: Exploratory Data Analysis with MATLAB Автор: Wendy L. Martinez Издательство: Chapman and Hall/CRC Год: 2018 Страниц: 616 Формат: True PDF...
Graphical Data Analysis with R Название: Graphical Data Analysis with R Автор: Antony Unwin Издательство: Chapman and Hall/CRC Серия: Chapman & Hall/CRC The R Series (Book 27)...
Data Analysis with STATA Название: Data Analysis with STATA Автор: Prasad Kothari Издательство: Packt Publishing Год: 2015 Формат: EPUB, AZW3 Размер: 16 Мб Язык: английский...
Exploratory Data Analysis with R Название: Exploratory Data Analysis with R Автор: Roger D. Peng Издательство: Leanpub Год: 2015 Страниц: 125 Формат: True PDF Размер: 10 Mb Язык:...
Beginning Data Science in R Название: Beginning Data Science in R: Data Analysis, Visualization, and Modelling for the Data Scientist Автор: Thomas Mailund Издательство: Apress...
Exploratory Data Analysis with MATLAB Автор: Angel R. Martinez and Wendy L. Martinez Название: Exploratory Data Analysis with MATLAB Издательство: CRC Press Год: 2007 ISBN: 978-1584883661...
Навигация
Вход на сайт
Реклама
Exploratory Data Analysis Using R 
