NOC:Introduction to Statistical Hypothesis Testing


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