Lecture 1 - Motivation

Lecture 2 - Probability and statistics: Review - Part 1

Lecture 3 - Probability and Statistics: Review - Part 2

Lecture 4 - R Tutorial 1

Lecture 5 - Statistics for Hypothesis Testing - Part 1

Lecture 6 - Statistics for Hypothesis Testing - Part 2

Lecture 7 - Statistics for sample mean

Lecture 8 - Statistics for Variance and Proportion

Lecture 9 - Type I and Type II errors

Lecture 10 - p value

Lecture 11 - Hypothesis testing of means

Lecture 12 - Hypothesis testing of variance and proportions

Lecture 13 - Confidence interval construction

Lecture 14 - Hypothesis testing using confidence interval

Lecture 15 - Hypothesis testing of correlation

Lecture 16 - Statistic for linear regression

Lecture 17 - Hypothesis testing in linear regression

Lecture 18 - Power of hypothesis test

Lecture 19 - Factors affecting hypothesis test