Preface Chapter 1: RStudio and the 2018 General Social Survey Installation Introduction to RStudio The General Social Survey (GSS) Tips for Learning R & Coding Functions Packages Main Points Key Terms Review Questions Lab Assignment 1: Exploring the Basics of R/RStudio Chapter 2: Measurement and Modifying Data Overview of Variable Types Transforming Variable Types The Logic of Recoding Frequencies Recoding Variables Functions Packages Main Points Key Terms Review Questions Lab Assignment 2 Chapter 3: Univariate Analysis Frequencies (marital) Descriptive Statistics Central Tendency Functions Packages Main Points Key Terms Review Questions Lab Assignment 3 Chapter 4: Visually Presenting Univariate Data Data Visualization Bar Charts Cumulative Frequency Polygon Boxplots Histograms Data Distributions Saving Figures Functions Packages Main Points Key Terms Review Questions Lab Assignment 4 Chapter 5: Bivariate Analysis with Chi-Square Contingency Tables (Crosstabulation) Data Visualization for Two Categorical Variables Overview of Variables, Hypotheses and Significance Writing Up Results Goodness of Fit Test Test of Independence Effect Size Phi and Cramer's V Functions Packages Main Points Key Terms Review Questions Lab Exercise 5 Chapter 6: The t-Test for Difference Between Means Overview of the t-Test One-Sample t-test Independent Samples t-test Paired t-test Effect Size: Cohen's d Functions Packages Main Points Key Terms Review Questions Lab Assignment 6 Chapter 7: Analysis of Variance Overview of the Analysis of Variance (ANOVA) One-Way ANOVA Comparing More Than One Mean Post -Hoc Analysis Effect Size for a One-Way ANOVA: Eta-Squared Two-Way ANOVA Functions Packages Main Points Key Terms Review Questions Lab Assignment 7 Chapter 8: Correlation and Regression Scatterplots Pearson's correlation coefficient Correlation Coefficient: r Coefficient of Determination Pearson's Product Moment Correlation and Correlation Matrix Bivariate Linear Regression Regression Equation Functions Packages Main Points Key Terms Review Questions Lab Assignment 8 Chapter 9: Advanced Regression Topics Overview of Regressions Binary Logistic Regression Odds Ratios Multiple Regression Functions Packages Main Points Key Terms Review Questions Lab Assignment 9 Chapter & Lab Exercises.