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Civil Engineering
Probability Methods in Civil Engineering (Web)
Syllabus
Co-ordinated by :
IIT Kharagpur
Available from :
2013-11-11
Lec :
1
Modules / Lectures
Probability and its role in Civil Engineering
Probability and its role in Civil Engineering
Random Events and Probability Concept
Random Events and Probability Concept
Set Theory and Event Operations
Axioms of Probability
Probability of Events
Random Variables
Concept and Definitions of Random Variables
Probability Distribution of Random Variables
CDF and Descriptors of Random Variables
Descriptors of Random Variables (contd.)
Some Standard Discrete Probability Distributions
Some standard Continuous Probability distributions
Continuous Probability distribution (contd.)
Continuous Probability distribution (contd.)
Functions of Single Random Variables
Functions of Single Random Variables
Functions of Single Random Variable-Different Methods
Functions of Single Random Variable-Different Methods-2
Expectation and Moments of Functions of Random Variable
Expectation and Moments of Functions of Random Variable
Multiple Random Variables
Joint Probability Distribution
Joint Probability Distribution
Conditional Probability Distribution
Conditional Probability Distribution 2
Properties of Multiple Random Variables
Properties of Multiple Random Variables-2
Moment Generating Function of Multivariate RVs and Multivariate Probability Distributions
Multivariate Distribution and Functions of Multiple Random Variables
Functions of Multiple Random Variables-2
Functions of Multiple Random Variables-3
Introduction to Copulas
Introduction to Copulas-2
Common Probability Models
Probability Models using Normal Distribution
Probability Models using Log Normal and Exponential Distribution
Probability Models using Gamma and Extreme Value Distribution
Probability Models using Discrete Probability Distributions
Probability and Statistics
Sampling Distribution and Parameter Estimation
Sampling Distribution and Parameter Estimation …contd.
Hypothesis Testing
Goodness of fit tests
Regression Analyses and Correlation
Regression Analyses and Correlation…contd.
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