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Course10510504540 lectures

Probability Methods in Civil Engineering

Dr. Rajib Maity · IIT Kharagpur

Start with lecture 1 At NPTEL

Lectures

Probability Methods in Civil Engineering

  1. Introduction - Role of Probability in Civil Engineering Video
  2. Random Events and Probability Concept Video
  3. Set Theory and Set Operations Video
  4. Axioms of Probability Video
  5. Probability of Events Video
  6. Concept and Defination of Random Variables Video
  7. Probability Distribution of Random Variables Video
  8. CDF and Descriptors of Random Variables Video
  9. Further Descriptors of Random Variables Video
  10. Discrete Probability Distribution Video
  11. Probability Distribution of Continuous RVs Video
  12. Probability Distribution of Continuous RVs (Contd...1) Video
  13. Probability Distribution of Continuous RVs (Contd...2) Video
  14. Functions of Single Random Variables Video
  15. Functions of Random Variables - Different Methods Video
  16. Functions of Random Variables - Different Methods (Contd.) Video
  17. Expectation and Moments of Functions of RV Video
  18. Expectation and Moments of Functions of RV (Contd.) Video
  19. Joint Probability Distribution Video
  20. Marginal Probability Distribution Video
  21. Conditional Probability Distribution Video
  22. Conditional Probability Distribution (Contd.) Video
  23. Properties of Multiple Random Variables Video
  24. Properties of Multiple Random Variables (Contd.) Video
  25. MGF of Multivariate RVs and Multivariate Probability Distributions Video
  26. Multivariate Distribution and Functions of Multiple Random Variables Video
  27. Functions of Multiple Random Variables (Contd...1) Video
  28. Functions of Multiple Random Variables (Contd...2) Video
  29. Introduction to Copulas Video
  30. Introduction to Copulas (Contd.) Video
  31. Probability Models using Normal Distribution Video
  32. Probability Models using Log Normal and Exponential Distribution Video
  33. Probability Models using Gamma and Extreme Value Distribution Video
  34. Probability Models using Discrete Probability Distributions Video
  35. Sampling Distribution and Parameter Estimation Video
  36. Sampling Distribution and Parameter Estimation (Contd.) Video
  37. Hypothesis Testing Video
  38. Goodness - of - fit tests Video
  39. Regression Analyses and Correlation Video
  40. Regression Analyses and Correlation (Contd.) Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Civil Engineering
Teacher
Dr. Rajib Maity
Level
Undergraduate
Language
English
Subjects
Engineering
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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