Math 2.0

Resources / course

Probability -I with Examples Using R HE9WM0V7S7

URIm2://res/HE9WM0V7S7
Kindcourse
CreatorsSiva Athreya (instructor)
Date2021-01-04
Scopein

Expressions

e1: edition

Languageen
Date2021-01-04
Contents
  • part 1: How does an NPTEL online course work?
  • session 1: Sample Space, Events and Probability
  • session 2: Properties of Probability
  • session 3: R Set Up
  • part 2: Week 2
  • session 4: Equally likely Outcomes
  • session 5: Conditional Probability
  • session 6: Bayes Theorem
  • session 7: Bayes Theorem: Example
  • session 8: Conditional Probability - II
  • part 3: Week 3
  • session 9: Independence - Part 01
  • session 10: Independence - Part 02
  • session 11: Sampling and Repeated Trials
  • session 12: Birthday Problem
  • part 4: Week 4
  • session 13: Sampling and Repeated Trials - Part 01
  • session 14: Sampling and Repeated Trials - Part 02
  • session 15: Gambler's Ruin
  • part 5: Week 5
  • session 16: Review of Week 1-4
  • session 17: Sampling with and Without Replacement
  • session 18: Sampling without Replacement
  • session 19: Hypergeometric Distribution and Discrete Random Variables
  • session 20: Problem Solving for Week 5
  • part 6: Week 6
  • session 21: Discrete Random Variables - Part 01
  • session 22: Discrete Random Variables - Part 02
  • part 7: Week 7
  • session 23: Conditional, Joint and Marginal Distributions
  • session 24: Memoryless property of Geometric Distribution
  • part 8: Week 8
  • session 25: Expectation of Random Variables
  • session 26: Properties of Expectation
  • session 27: Variance of Discrete Random Variables
  • part 9: Week 9
  • session 28: Expectation: Independence and Functions
  • session 29: Markov and Chebyshev Inequalities
  • session 30: Conditional Expectation and Covariance
  • session 31: Problem Solving
  • part 10: Week 10
  • session 32: Functions of Random Variables
  • session 33: Sums of Independent Random Variables
  • session 34: Functions and Independence
  • session 35: Problem Solving for Week 10
  • part 11: Week 11
  • session 36: Continuous Random Variables - Part 01
  • session 37: Continuous Random Variables - Part 02
  • session 38: Distribution Function
  • session 39: Exponential and Normal Random Variable
  • part 12: Week 12
  • session 40: Normal Random Variable
  • session 41: Convergence of Binomial to Normal - Part 01
  • session 42: Convergence of Binomial to Normal - Part 02
  • session 43: Normal Distribution
  • session 44: Problem Solving for Week 12_Part 01
  • session 45: Problem Solving for Week 12_Part 02
  • part 13: Live Session
  • session 46: Live Session 02-02-2021
  • session 47: Live Session 09-02-2021
  • session 48: Live Session 16-02-2021
  • session 49: Live Session 02-03-2021
  • session 50: Live Session 23-03-2021

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