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Civil Engineering

Probability Methods in Civil Engineering

Probability Methods in Civil Engineering

01 Introduction - Role of Probability in Civil Engineering

02 Random Events and Probability Concept

03 Set Theory and Set Operations

04 Axioms of Probability

05 Probability of Events

06 Concept and Defination of Random Variables

07 Probability Distribution of Random Variables

08 CDF and Descriptors of Random Variables

09 Further Descriptors of Random Variables

10 Discrete Probability Distribution

11 Probability Distribution of Continuous RVs

12 Probability Distribution of Continuous RVs (Contd...1)

13 Probability Distribution of Continuous RVs (Contd...2)

14 Functions of Single Random Variables

15 Functions of Random Variables - Different Methods

16 Functions of Random Variables - Different Methods (Contd.)

17 Expectation and Moments of Functions of RV

18 Expectation and Moments of Functions of RV (Contd

19 Expectation and Moments of Functions of RV (Contd

20 Marginal Probability Distribution

21 Conditional Probability Distribution

22 Conditional Probability Distribution (Contd.)

23 Properties of Multiple Random Variables

24 Properties of Multiple Random Variables (Contd.)

25 MGF of Multivariate RVs and Multivariate Probability Distributions

26 Multivariate Distribution and Functions of Multiple Random Variables

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