NOC:Probability Methods in Civil Engineering


Lecture 1 - Random Events and Probability Concept


Lecture 2 - Set Theory and Set Operations


Lecture 3 - Axioms of Probability


Lecture 4 - Probability of Events


Lecture 5 - Concept and definition of Random variables


Lecture 6 - Probability distribution of random variables


Lecture 7 - CDF and Descriptors of Random Variables


Lecture 8 - Further Descriptors of Random Variables


Lecture 9 - Discrete Probability Distribution


Lecture 10 - Probability Distribution of Continuous RVs


Lecture 11 - Probability Distribution of Continuous RVs (Continued.....1)


Lecture 12 - Probability Distribution of Continuous RVs (Continued.....2)


Lecture 13 - Functions of Single Random Variables


Lecture 14 - Functions of Different Variables - Different Methods


Lecture 15 - Functions of Random Variables : Different Methods (Continued...)


Lecture 16 - Probability Models using Normal Distribution


Lecture 17 - Probability Models using Log Normal and Exponential Distribution


Lecture 18 - Probability Models using Gamma and Extreme Value Distribution


Lecture 19 - Probability Models using Discrete Probability Distributions


Lecture 20 - Sampling Distribution and Parameter Estimation


Lecture 21 - Sampling Distribution and Parameter Estimation (Continued...)


Lecture 22 - Hypothesis Testing


Lecture 23 - Goodness of Fit-Tests


Lecture 24 - Regression Analyses and Correlation


Lecture 25 - Regression Analyses and Correlation (Continued...)