Learn · Probability - II With Examples Using R
Lecture 4 of 37week-02
Exponential and Normal Random Variable
Prof Siva Athreya · ISI Bangalore
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- From
- Probability - II With Examples Using R, ISI Bangalore (at NPTEL)
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge. Coordinated by IIT Madras.
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- Tweens profiles and older. How courses are placed
All the lectures
- Continuous Random Variables - Part 01
- Continuous Random Variables - Part 02
- R Set Up
- Exponential and Normal Random Variable
- Normal Random Variable
- Distribution Function
- Normal Distribution
- Problem Solving for Week 12_Part 02
- mod08lec33 - Joint Distribution of Continuous Random Variables
- mod09lec34 - Marginal Density and Independence
- Uniform Distribution in R2
- Problem Solving
- Bivariate Normal - Part 01
- Problem Solving 1: Calculating Probabilities
- Problem Solving 2: Quadratic Equation, Random Coefficients
- mod09lec35 - Conditional Density
- mod10lec36 - Sums of Independent Random Variables
- mod10lec37 - Quotient of Independent Random Variables
- Simulating Bivariate Normal Random Variables
- Problem Solving Conditional Density
- mod10lec38 - Expectation and Variance of Continuous Random Variables
- mod11lec41 - Revisit of Variance and Expectation
- Covariance and Correlation
- Conditional Expectation and Conditional Variance
- Analysis of Variance Formula
- Moment Generating Function
- Moments and Moment Generating Function
- Bivariate Normal Part 02
- mod11lec39 - Sampling Distribution and Sample Mean
- mod11lec40 - Weak Law of Large Numbers
- mod11lec43 - Revisit Weak Law of Large Numbers
- mod12lec44 - Demoivre-Laplace Central Limit Theorem and Normal Random Variables
- mod12lec45 - Revisit Normal Random Variables
- mod12lec46 - Normal Tables, Mean and Variance
- Central Limit Theorem
- Bivariate Normal Random Variables_Characterisation
- Bivariate Normal Random Variables Joint Density Calculation_Part 01