# Probability Methods in Civil Engineering Video Lectures

Probability Methods in Civil Eng
'Probability Methods in Civil Engineering' Video Lectures by Dr. Rajib Maity from IIT Kharagpur
 "Probability Methods in Civil Eng" - Video Lectures 1. Introduction - Role of Probability in Civil Engineering 2. Random Events and Probability Concept 3. Set Theory and Set Operations 4. Axioms of Probability 5. Probability of Events 6. Concept and Defination of Random Variables 7. Probability Distribution of Random Variables 8. CDF and Descriptors of Random Variables 9. 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. Joint Probability Distribution 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 27. Functions of Multiple Random Variables (Contd...1) 28. Functions of Multiple Random Variables (Contd...2) 29. Introduction to Copulas 30. Introduction to Copulas (Contd.) 31. Probability Models using Normal Distribution 32. Probability Models using Log Normal and Exponential Distribution 33. Probability Models using Gamma and Extreme Value Distribution 34. Probability Models using Discrete Probability Distributions 35. Sampling Distribution and Parameter Estimation 36. Sampling Distribution and Parameter Estimation (Contd.) 37. Hypothesis Testing 38. Goodness - of - fit tests 39. Regression Analyses and Correlation 40. Regression Analyses and Correlation (Contd.)
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