Learn · Introduction to Statistical Hypothesis Testing
Lecture 6 of 19Statistics for Hypothesis Testing
Statistics for Hypothesis Testing - Part 2
Prof. Arun K. Tangirala · IIT Madras
Credits and licence
- From
- Introduction to Statistical Hypothesis Testing, IIT Madras (at NPTEL)
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
- Who can watch
- Tweens profiles and older. How courses are placed
All the lectures
- Motivation
- Probability and statistics: Review - Part 1
- Probability and Statistics: Review - Part 2
- R Tutorial 1
- Statistics for Hypothesis Testing - Part 1
- Statistics for Hypothesis Testing - Part 2
- Statistics for sample mean
- Statistics for Variance and Proportion
- Type I and Type II errors
- p value
- Hypothesis testing of means
- Hypothesis testing of variance and proportions
- Confidence interval construction
- Hypothesis testing using confidence interval
- Hypothesis testing of correlation
- Statistic for linear regression
- Hypothesis testing in linear regression
- Power of hypothesis test
- Factors affecting hypothesis test