Inferential Statistics is a continuation of the material covered in Descriptive Statistics, and so lesson numbers follow from that course:
Lesson 8: Estimation
You will learn how to estimate population parameters from sample statistics using confidence intervals and estimating the effect of a treatment.
Lesson 9: Hypothesis Testing
You will learn how to use critical values to make decisions on whether or not a treatment has changed the value of a population parameter.
Lesson 10,11: t-tests
You will learn how to test the effect of a treatment or compare the difference in means for two groups when we have small sample sizes.
Lesson 12,13: ANOVA
You will learn how to test whether or not there are differences between three or more groups.
Lesson 14: Correlation
You will learn how to describe and test the strength of a relationship between two variables.
Lesson 15: Regression
You will learn how to describe the way in which changes in one variable are related to changes in a second variable.
Lesson 16: Chi-squared Tests
You will learn how to compare and test frequencies for categorical data.
You will use the methods you have learned in this course to perform an analysis on a dataset and report your findings. You will describe the data, calculate statistics, perform inference, and make conclusions.