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Discovering Statistics Using R and RStudio
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Discovering Statistics Using R and RStudio

Second Edition

Courses:
Research Methods

December 2022 | SAGE Publications Ltd

Taking you on a voyage of discovery through R and RStudio, this completely updated second edition combines real-world examples and humour with a hands-on, 'how to' approach that brings statistics and programming to life. 

In his characteristic irreverent and engaging style, Andy Field takes a fun and flexible yet rigorous approach to doing statistics in a book that:

  • Builds statistical understanding at an accessible pace, giving you the confidence to develop your statistics and programming knowledge
  • Encourages self-testing and reflection so you can practice your new skills
  • Offers support and resources for whatever learning style you have and whatever stage your journey is at with a cast of colourful characters.

This book is the go-to text for anyone across the social and behavioural sciences wanting to learn about statistics in R.


 
Chapter 1 Why Is My Evil Lecturer Forcing Me to Learn Statistics?
 
Chapter 2 Everything You Ever Wanted to Know About Statistics (Well, Sort of)
 
Chapter 3 The R Environment
 
Chapter 4 Exploring Assumptions
 
Chapter 5 Correlation
 
Chapter 6 Regression
 
Chapter 7 Logistic Regression
 
Chapter 8 Comparing Two Means
 
Chapter 9 Comparing Several Means: ANOVA (GLM 1)
 
Chapter 10 Analysis of Covariance, ANCOVA (GLM 2)
 
Chapter 11 Factorial ANOVA (GLM 3)
 
Chapter 12 Repeated-Measures Designs (GLM 4)
 
Chapter 13 Mixed Designs (GLM 5)
 
Chapter 14 Non-Parametric Tests
 
Chapter 15 Multivariate Analysis of Variance (MANOVA)
 
Chapter 16 Exploratory Factor Analysis
 
Chapter 17 Categorical Data
 
Chapter 18 Multilevel Linear Models
 
Epilogue: Life After Discovering Statistics

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ISBN: 9781526461360
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