NOC:Introduction to Statistical Hypothesis Testing (USB)

Media Storage Type : 32 GB USB Stick

NPTEL Subject Matter Expert : Dr. Arun K.Tangirala

NPTEL Co-ordinating Institute : IIT Madras

NPTEL Lecture Count : 19

NPTEL Course Size : 6.4 GB

NPTEL PDF Text Transcription : Available and Included

NPTEL Subtitle Transcription : Available and Included (SRT)

Lecture Titles:

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