Introduction to social statistics : the logic of statistical reasoning An introduction to quantitative analysis Some basic concepts Displaying data one variable at a time Describing data Plotting relationships and conditional distributions Causation and models of causal effects Probability Sampling distributions and inference Using sampling distributions : confidence intervals Using sampling distributions : hypothesis tests The subtle logic of analysis of variance Goodness of fit and models of frequency tables Bivariate regression and correlation Basics of multiple regression