Civil - Probability Methods in Civil Engineering (English)

   Saturday, March 15, 2025   

Starting a new Lecture Notes Series on Civil - Probability Methods in Civil Engineering

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Civil - Probability Methods in Civil Engineering By Lecture Notes together!

Lecture 1: Mod-01 Lec-01 Introduction - Role of Probability in Civil Engineering

Lecture 2: Mod-01 Lec-02 Random Events and Probability Concept

Lecture 3: Mod-01 Lec-03 Set Theory and Set Operations

Lecture 4: Mod-01 Lec-04 Axioms of Probability

Lecture 5: Mod-01 Lec-05 Probability of Events

Lecture 6: Mod-01 Lec-06 Concept and Defination of Random Variables

Lecture 7: Mod-01 Lec-07 Probability Distribution of Random Variables

Lecture 8: Mod-01 Lec-08 CDF and Descriptors of Random Variables

Lecture 9: Mod-01 Lec-09 Further Descriptors of Random Variables

Lecture 10: Mod-01 Lec-10 Discrete Probability Distribution

Lecture 11: Mod-01 Lec-11 Probability Distribution of Continuous RVs

Lecture 12: Mod-01 Lec-12 Probability Distribution of Continuous RVs (Contd...1)

Lecture 13: Mod-01 Lec-13 Probability Distribution of Continuous RVs (Contd...2)

Lecture 14: Mod-01 Lec-14 Functions of Single Random Variables

Lecture 15: Mod-01 Lec-15 Functions of Random Variables - Different Methods

Lecture 16: Mod-01 Lec-16 Functions of Random Variables - Different Methods (Contd.)

Lecture 17: Mod-01 Lec-17 Expectation and Moments of Functions of RV

Lecture 18: Mod-01 Lec-18 Expectation and Moments of Functions of RV (Contd.)

Lecture 19: Mod-01 Lec-19 Joint Probability Distribution

Lecture 20: Mod-01 Lec-20 Marginal Probability Distribution

Lecture 21: Mod-01 Lec-21 Conditional Probability Distribution

Lecture 22: Mod-01 Lec-22 Conditional Probability Distribution (Contd.)

Lecture 23: Mod-01 Lec-23 Properties of Multiple Random Variables

Lecture 24: Mod-01 Lec-24 Properties of Multiple Random Variables (Contd.)

Lecture 25: Mod-01 Lec-25 MGF of Multivariate RVs and Multivariate Probability Distributions

Lecture 26: Mod-01 Lec-26 Multivariate Distribution and Functions of Multiple Random Variables

Lecture 27: Mod-01 Lec-27 Functions of Multiple Random Variables (Contd...1)

Lecture 28: Mod-01 Lec-28 Functions of Multiple Random Variables (Contd...2)

Lecture 29: Mod-01 Lec-29 Introduction to Copulas

Lecture 30: Mod-01 Lec-30 Introduction to Copulas (Contd.)

Lecture 31: Mod-01 Lec-31 Probability Models using Normal Distribution

Lecture 32: Mod-01 Lec-32 Probability Models using Log Normal and Exponential Distribution

Lecture 33: Mod-01 Lec-33 Probability Models using Gamma and Extreme Value Distribution

Lecture 34: Mod-01 Lec-34 Probability Models using Discrete Probability Distributions

Lecture 35: Mod-01 Lec-35 Sampling Distribution and Parameter Estimation

Lecture 36: Mod-01 Lec-36 Sampling Distribution and Parameter Estimation (Contd.)

Lecture 37: Mod-01 Lec-37 Hypothesis Testing

Lecture 38: Mod-01 Lec-38 Goodness - of - fit tests

Lecture 39: Mod-01 Lec-39 Regression Analyses and Correlation

Lecture 40: Mod-01 Lec-40 Regression Analyses and Correlation (Contd.)