Probability Methods in Civil Engineering

Probability Methods in Civil Engineering
Probability Methods in Civil Engineering by Prof. Rajib Maity, Department of Civil Engineering, IIT Kharagpur. For more details on NPTEL visit http://nptel.iitm.ac.in
Mod-01 Lec-01 Introduction - Role of Probability in Civil Engineering
Mod-01 Lec-02 Random Events and Probability Concept
Mod-01 Lec-03 Set Theory and Set Operations
Mod-01 Lec-04 Axioms of Probability
Mod-01 Lec-05 Probability of Events
Mod-01 Lec-06 Concept and Defination of Random Variables
Mod-01 Lec-07 Probability Distribution of Random Variables
Mod-01 Lec-08 CDF and Descriptors of Random Variables
Mod-01 Lec-09 Further Descriptors of Random Variables
Mod-01 Lec-10 Discrete Probability Distribution
Mod-01 Lec-11 Probability Distribution of Continuous RVs
Mod-01 Lec-12 Probability Distribution of Continuous RVs (Contd...1)
Mod-01 Lec-13 Probability Distribution of Continuous RVs (Contd...2)
Mod-01 Lec-14 Functions of Single Random Variables
Mod-01 Lec-15 Functions of Random Variables - Different Methods
Mod-01 Lec-16 Functions of Random Variables - Different Methods (Contd.)
Mod-01 Lec-17 Expectation and Moments of Functions of RV
Mod-01 Lec-18 Expectation and Moments of Functions of RV (Contd.)
Mod-01 Lec-19 Joint Probability Distribution
Mod-01 Lec-20 Marginal Probability Distribution
Mod-01 Lec-21 Conditional Probability Distribution
Mod-01 Lec-22 Conditional Probability Distribution (Contd.)
Mod-01 Lec-23 Properties of Multiple Random Variables
Mod-01 Lec-24 Properties of Multiple Random Variables (Contd.)
Mod-01 Lec-25 MGF of Multivariate RVs and Multivariate Probability Distributions
Mod-01 Lec-26 Multivariate Distribution and Functions of Multiple Random Variables
Mod-01 Lec-27 Functions of Multiple Random Variables (Contd...1)
Mod-01 Lec-28 Functions of Multiple Random Variables (Contd...2)
Mod-01 Lec-29 Introduction to Copulas
Mod-01 Lec-30 Introduction to Copulas (Contd.)
Mod-01 Lec-31 Probability Models using Normal Distribution
Mod-01 Lec-32 Probability Models using Log Normal and Exponential Distribution
Mod-01 Lec-33 Probability Models using Gamma and Extreme Value Distribution
Mod-01 Lec-34 Probability Models using Discrete Probability Distributions
Mod-01 Lec-35 Sampling Distribution and Parameter Estimation
Mod-01 Lec-36 Sampling Distribution and Parameter Estimation (Contd.)
Mod-01 Lec-37 Hypothesis Testing
Mod-01 Lec-38 Goodness - of - fit tests
Mod-01 Lec-39 Regression Analyses and Correlation