TY - BOOK AU - Lander,Jared P. TI - R for Everyone: Advanced Analytics and Graphics T2 - Addison Wesley Data & Analytics Series SN - 9780321888037 (pbk) U1 - 005.13 23 PY - 2014/// CY - Upper Saddle River, New Jersey PB - Addison-Wesley KW - R (Computer program language) KW - Scripting languages (Computer science) N1 - Includes bibliographical references and indexes; 1- Getting R 2- The R Environment 3- R Packages 4- Basics of R 5- Advanced Data Structures 6- Reading Data into R 7- Statistical Graphs 8- Writing R Functions 9- Control Statements 10- Loops, the Un-R way to iterate 11- Group Manipulation 12- Data Reshaping 13- Manipulating Strings 14- Probability Distributions 15- Basic Statistics 16- Linear Models 17- Generalized Linear Models 18- Model Diagnostics 19- Regularization & Shrinkage 20- Nonlinear Models 21- Time Series & Autocorrelation 22- Clustering 23- Reproducibility, Reports & Slide Shows with knitr 24- Building R Packages ER -