Probability - II with Examples Using R ES8C8D4G2P
| URI | m2://res/ES8C8D4G2P |
|---|---|
| Kind | course |
| Creators | Siva Athreya (instructor) |
| Date | 2021-06-08 |
| Scope | in |
Expressions
e1: edition
| Language | en |
|---|---|
| Date | 2021-06-08 |
- m1: page, ISI Bangalore (record). nptel 111106163
- m2: page, 2021-06-08 (record). nptel 111106163
Contents
- part 1: week-01
- session 1: Continuous Random Variables - Part 01
- session 2: Continuous Random Variables - Part 02
- session 3: R Set Up
- part 2: week-02
- session 4: Exponential and Normal Random Variable
- session 5: Normal Random Variable
- session 6: Distribution Function
- session 7: Normal Distribution
- session 8: Problem Solving for Week 12_Part 02
- part 3: week-03
- session 9: mod08lec33 - Joint Distribution of Continuous Random Variables
- session 10: mod09lec34 - Marginal Density and Independence
- session 11: Uniform Distribution in R2
- session 12: Problem Solving
- part 4: week-04
- session 13: Bivariate Normal - Part 01
- session 14: Problem Solving 1: Calculating Probabilities
- session 15: Problem Solving 2: Quadratic Equation, Random Coefficients
- session 16: mod09lec35 - Conditional Density
- part 5: week-05
- session 17: mod10lec36 - Sums of Independent Random Variables
- session 18: mod10lec37 - Quotient of Independent Random Variables
- session 19: Simulating Bivariate Normal Random Variables
- session 20: Problem Solving Conditional Density
- part 6: week-06
- session 21: mod10lec38 - Expectation and Variance of Continuous Random Variables
- session 22: mod11lec41 - Revisit of Variance and Expectation
- part 7: week-07
- session 23: Covariance and Correlation
- session 24: Conditional Expectation and Conditional Variance
- session 25: Analysis of Variance Formula
- part 8: week-08
- session 26: Moment Generating Function
- session 27: Moments and Moment Generating Function
- session 28: Bivariate Normal Part 02
- part 9: week-09
- session 29: mod11lec39 - Sampling Distribution and Sample Mean
- session 30: mod11lec40 - Weak Law of Large Numbers
- session 31: mod11lec43 - Revisit Weak Law of Large Numbers
- part 10: week-10
- session 32: mod12lec44 - Demoivre-Laplace Central Limit Theorem and Normal Random Variables
- session 33: mod12lec45 - Revisit Normal Random Variables
- session 34: mod12lec46 - Normal Tables, Mean and Variance
- part 11: week-11
- session 35: Central Limit Theorem
- session 36: Bivariate Normal Random Variables_Characterisation
- part 12: week-12
- session 37: Bivariate Normal Random Variables Joint Density Calculation_Part 01
Catalogue records
- nptel: 111106163 (manifestation)
- nptel_video: 111106163 (manifestation)