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Course11010191520 lectures

Pre-Business school statistics

Prof. Sudeep Bapat · IIT Bombay

Start with lecture 1 At NPTEL

Lectures

Week 1

  1. Lecture 1: Introduction to Statistics Video
  2. Lecture 2: Sampling and Data Types Video
  3. Lecture 3: Descriptive Statistics Video
  4. Lecture 4: Descriptive Statistics (Continued) Video
  5. Lecture 5: Case Study 1 Video

Week 2

  1. Lecture 6: Probability Basics Video
  2. Lecture 7: Random Variables Video
  3. Lecture 8: A few Discrete Random Variables Video
  4. Lecture 9: The Normal Random Variable Video
  5. Lecture 10: Practical Examples using Case Studies 2 Video

Week 3

  1. Lecture 11: Sampling Distribution and Estimation Video
  2. Lecture 12: Confidence Intervals Video
  3. Lecture 13: Hypothesis Testing Video
  4. Lecture 14: Hypothesis Testing (Continued) Video
  5. Lecture 15: Practical Examples using Case Studies 3 Video

Week 4

  1. Lecture 16: Regression and Beyond Video
  2. Lecture 17: Regression Models Video
  3. Lecture 18: Goodness of Fit Video
  4. Lecture 19: Analysis of Variance Video
  5. Lecture 20: Practical Examples using Case Studies 4 Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Bombay
Department
Management
Teacher
Prof. Sudeep Bapat
Level
Undergraduate
Language
English
Subjects
Business and management
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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