Size 53.722 MB 6 seeders Added 2013-04-02 03:32:28
The R Books-2010kaiser ====================== The R Book ========== Contents: ========= Getting Started Essentials of the R Language Data Input Dataframes Graphics Tables Mathematics Classical Tests Statistical Modelling Regression Analysis of Variance Analysis of Covariance Generalized Linear Models Count Data Count Data in Tables Proportion Data Binary Response Variables Generalized Additive Models Mixed-Effects Models Non-linear Regression Tree Models Time Series Analysis Multivariate Statistics Spatial Statistics Survival Analysis Simulation Models Changing the Look of Graphics References and Further Reading Index Author: Crawley M.J. Title: The R Book Publisher: John Wiley & Sons Ltd Year: 2007 Format: PDF =============================================================================== Statistics and Data with R. An Applied Approach Through Examples ================================================================ R, an Open Source software, has become the de facto statistical computing environment. It has an excellent collection of data manipulation and graphics capabilities. It is extensible and comes with a large number of packages that allow statistical analysis at all levels - from simple to advanced - and in numerous fields including Medicine, Genetics, Biology, Environmental Sciences, Geology, Social Sciences and much more. The software is maintained and developed by academicians and professionals and as such, is continuously evolving and up to date. Statistics and Data with R presents an accessible guide to data manipulations, statistical analysis and graphics using R. Assuming no previous knowledge of statistics or R, the book includes: A comprehensive introduction to the R language. Author: Cohen J.Y., Cohen Y. Title: Statistics and Data with R. An Applied Approach Through Examples Publisher: Wiley Year: 2008 Format: PDF ================================================================================ Mathematical Statistics with Resampling and R ============================================= Resampling helps students understand the meaning of sampling distributions, sampling variability, P-values, hypothesis tests, and confidence intervals. This groundbreaking book shows how to apply modern resampling techniques to mathematical statistics. Extensively class-tested to ensure an accessible presentation, Mathematical Statistics with Resampling and R utilizes the powerful and flexible computer language R to underscore the significance and benefits of modern resampling techniques. The book begins by introducing permutation tests and bootstrap methods, motivating classical inference methods. Striking a balance between theory, computing, and applications, the authors explore additional topics such as: Exploratory data analysis Calculation of sampling distributions The Central Limit Theorem Monte Carlo sampling Maximum likelihood estimation and properties of estimators Confidence intervals and hypothesis tests Regression Bayesian methods Throughout the book, case studies on diverse subjects such as flight delays, birth weights of babies, and telephone company repair times illustrate the relevance of the real-world applications of the discussed material. Key definitions and theorems of important probability distributions are collected at the end of the book, and a related website is also available, featuring additional material including data sets, R scripts, and helpful teaching hints. Mathematical Statistics with Resampling and R is an excellent book for courses on mathematical statistics at the upper-undergraduate and graduate levels. It also serves as a valuable reference for applied statisticians working in the areas of business, economics, biostatistics, and public health who utilize resampling methods in their everyday work. Author: Chihara L.M., Hesterberg T.C. Title: Mathematical Statistics with Resampling and R Publisher: Wiley Year: 2011 Format: PDF 2010kaiser home page at The Pirate Bay link below: http://thepiratebay.se/user/2010kaiser/ Check out the new PirateWiki! Where knowledge is shared ;-) https://forum.suprbay.org/wiki/index.php?title=Portal:Main_Page For re-seed requests, help, support or anything else relating to The Pirate Bay. You'll find it all, and more, at suprbay. The official support forum of The Pirate Bay. Visit it at the link below: https://forum.suprbay.org/ ENJOY AND SEED!!!
|The R Books/The R Book - 2010kaiser.pdf||27.444 MB|
|The R Books/Mathematical Statistics with Resampling and R-2010kaiser.pdf||13.693 MB|
|The R Books/Statistics and Data with R. An Applied Approach Through Examples-2010kaiser.pdf||12.585 MB|