TY  - BOOK
AU  - Field, Andy.
AU  - Miles, Jeremy.
AU  - Field Zoe.
TI  - Discovering statistics using R
SN  - 9789354790805
U1  - 519.50285 
PY  - 2022///
CY  - New Delhi, India
PB  - Sage Publications
KW  -  R (Computer program language)
KW  - Statistics
KW  - Data processing
N1  - Includes Bibliography and index; 1.Why Is My Evil Lecturer Forcing Me to Learn Statistics? 
2.Everything You Ever Wanted to Know about Statistics (Well, Sort of)    
3.The R Environment    Exploring Data with Graphs    
4.Exploring Assumptions    
5.Correlation    
6.Regression    
7.Logistic Regression    
8.Comparing Two Means    
9.Comparing Several Means: ANOVA (GLM 1)    
10.Analysis of Covariance, ANCOVA (GLM 2)    
11.Factorial ANOVA (GLM 3)    
12.Repeated-measures Designs (GLM 4)   
13. Mixed Designs (GLM 5)    
14.Non-parametric Tests    
15.Multivariate Analysis of Variance (MANOVA)    
16.Exploratory Factor Analysis    
17.Categorical Data   
18. Multilevel Linear Models    
19.Epilogue: Life after Discovering Statistics    
20.Troubleshooting R    Glossary    Appendix    References    Index
N2  - Discovering Statistics Using R uses an irreverent and innovative approach to explain how students can use R to approach statistical problems. It introduces readers to the software environment of R and shows how it can be used in the field of statistics. The authors understand that the concepts of statistics can be difficult to access, so they use humour, and informal and conversational language for easy comprehension. The book includes multiple engaging examples and simple problems to ensure that the concepts of the software, as well as the statistical concepts, can be easily understood by the readers. Given this book’s accessibility, fun spirit, and use of bizarre real-world research, it is essential for anyone wanting to learn about statistics using the freely available R software
ER  -