9. Moments, Parameter Estimation, and Binary Hypothesis Tests on Sample Means#
This page links to interactive elements for Chapter 5 of Foundations of Data Science with Python
Interactive elements:
Section 9.1: Expected Value (interactive flashcards)
Section 9.2: Expected Value of a Continuous Random Variable with SymPy (interactive flashcards)
Section 9.3: Moments (interactive flashcards)
Section 9.4: Parameter Estimation (interactive flashcards)
Section 9.5: Confidence Intervals for Estimates (algorithm for generating bootstrap confidence intervals and interactive flashcards)
Section 9.7: Sampling and Bootstrap Distributions of Parameters (animated and interactive graphs of sampling distributions, code for illustrating bootstrap sampling, interactive flashcards)
Section 9.8: Effect Size, Power, and Sample Size Selection (interactive flashcards)
Section 9.9: Review (interactive flashcards)