Lectures

Lecture 1

Introduction to statistical investigation

Lecture 2

Data reporting and Vizualization

Lecture 3

Introduction to hypothesis testing

Lecture 4

Inference about a categorical proportion

Lecture 5

Inference about a sample mean

Lecture 6

Comparing two proportions

Lecture 7

Comparing two means

Lecture 8

A closer look at testing

Lecture 9

Recap before midterm

Lecture 10

Comparing paired data

Lecture 11

Association of two quantitative variables and correlation

Lecture 12

Introduction to linear regression

Lecture 13

Inference from linear regression

Lecture 14

Playing with Chi-squared

Lecture 15

Comparing more than two means

Lecture 16

Machine learning

Lecture 17

Essential Synthesis