--For dummies

Includes index

"The R programming language simplifies statistics, data analysis, and visualization. Statistical Analysis with R For Dummies starts with the fundamentals, showing you how to use R and the RStudio application to perform basic statistical calculations. When you're comfortable with that, you can move on to more advanced testing and modeling techniques--all the while graphing and charting your results. Ace your statistics exam, boost your career, and gain valuable data analysis skills with this beginner-friendly Dummies guide."--Back cover

"Learning made easy"--Cover

"Harness the power of R and RStudio - Test hypotheses and make predictions -- Create vibrant charts that bring your data to life"--Cover

Part 1: getting started with statistical analysis with R. Data, statistics, and decisions -- R: What it does and how it does it -- Part 2 : describing data. Getting graphic -- Finding your center -- Deviating from the average -- Meeting standards and standings -- Summarizing it all -- What's normal? -- Part 3 : drawing conclusions from data. The confidence game: Estimation -- One-sample hypothesis testing -- Two-sample hypothesis testing -- Testing more than two samples -- More complicated testing -- Regression: Linear, multiple, and the general linear model -- Correlation: The rise and fall of relationships -- Curvilinear regression: When relationships get complicated -- Part 4 : working with probability. Introducing probability -- Introducing modeling -- Probability meets regression: logistic regression -- Part 5 : the part of tens. Ten tips for Excel émigrés -- Ten valuable online R resources