Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Indian Institute of Technology Madras

Introduction to Statistical Hypothesis Testing

Indian Institute of Technology Madras and NPTEL via Swayam

This course may be unavailable.

Overview

Prepare for a new career with $100 off Coursera Plus
Gear up for jobs in high-demand fields: data analytics, digital marketing, and more.

Hypothesis testing is concerned with statistical testing of postulates (usually concerning parameters) in an empirical way, i.e., from data. It is an important subject and step in all spheres of data analysis. The course aims at providing the basics of hypothesis testing with emphasis on some commonly encountered hypothesis tests in statistical data analysis such as in comparisons of averages, testing for variability, proportions and significance testing in regression analysis.

Syllabus

  • Introduction
  • Foundations of Hypothesis Testing
  • Hypothesis Testing in Data Analysis
  • Construction of Confidence Regions and Advanced Concepts.

Taught by

Arun K. Tangirala

Tags

Reviews

Start your review of Introduction to Statistical Hypothesis Testing

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.