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Mod-01 Lec-25 MGF of Multivariate RVs and Multivariate Probability Distributions
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Classroom Contents
Probability Methods in Civil Engineering
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- 1 Mod-01 Lec-01 Introduction - Role of Probability in Civil Engineering
- 2 Mod-01 Lec-02 Random Events and Probability Concept
- 3 Mod-01 Lec-03 Set Theory and Set Operations
- 4 Mod-01 Lec-04 Axioms of Probability
- 5 Mod-01 Lec-05 Probability of Events
- 6 Mod-01 Lec-06 Concept and Defination of Random Variables
- 7 Mod-01 Lec-07 Probability Distribution of Random Variables
- 8 Mod-01 Lec-08 CDF and Descriptors of Random Variables
- 9 Mod-01 Lec-09 Further Descriptors of Random Variables
- 10 Mod-01 Lec-10 Discrete Probability Distribution
- 11 Mod-01 Lec-11 Probability Distribution of Continuous RVs
- 12 Mod-01 Lec-12 Probability Distribution of Continuous RVs (Contd...1)
- 13 Mod-01 Lec-13 Probability Distribution of Continuous RVs (Contd...2)
- 14 Mod-01 Lec-14 Functions of Single Random Variables
- 15 Mod-01 Lec-15 Functions of Random Variables - Different Methods
- 16 Mod-01 Lec-16 Functions of Random Variables - Different Methods (Contd.)
- 17 Mod-01 Lec-17 Expectation and Moments of Functions of RV
- 18 Mod-01 Lec-18 Expectation and Moments of Functions of RV (Contd.)
- 19 Mod-01 Lec-19 Joint Probability Distribution
- 20 Mod-01 Lec-20 Marginal Probability Distribution
- 21 Mod-01 Lec-21 Conditional Probability Distribution
- 22 Mod-01 Lec-22 Conditional Probability Distribution (Contd.)
- 23 Mod-01 Lec-23 Properties of Multiple Random Variables
- 24 Mod-01 Lec-24 Properties of Multiple Random Variables (Contd.)
- 25 Mod-01 Lec-25 MGF of Multivariate RVs and Multivariate Probability Distributions
- 26 Mod-01 Lec-26 Multivariate Distribution and Functions of Multiple Random Variables
- 27 Mod-01 Lec-27 Functions of Multiple Random Variables (Contd...1)
- 28 Mod-01 Lec-28 Functions of Multiple Random Variables (Contd...2)
- 29 Mod-01 Lec-29 Introduction to Copulas
- 30 Mod-01 Lec-30 Introduction to Copulas (Contd.)
- 31 Mod-01 Lec-31 Probability Models using Normal Distribution
- 32 Mod-01 Lec-32 Probability Models using Log Normal and Exponential Distribution
- 33 Mod-01 Lec-33 Probability Models using Gamma and Extreme Value Distribution
- 34 Mod-01 Lec-34 Probability Models using Discrete Probability Distributions
- 35 Mod-01 Lec-35 Sampling Distribution and Parameter Estimation
- 36 Mod-01 Lec-36 Sampling Distribution and Parameter Estimation (Contd.)
- 37 Mod-01 Lec-37 Hypothesis Testing
- 38 Mod-01 Lec-38 Goodness - of - fit tests
- 39 Mod-01 Lec-39 Regression Analyses and Correlation
- 40 Mod-01 Lec-40 Regression Analyses and Correlation (Contd.)
