'Random Events and Probability Concept' Video Lecture

Random Events and Probability Concept

  • Course: Probability Methods in Civil Engineering
  • Discipline: Civil Engineering
  • Faculty: Dr. Rajib Maity
  • Institute: IIT Kharagpur

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    Course Video Lectures Introduction - Role of Probability in Civil E.. Random Events and Probability Concept Set Theory and Set Operations Axioms of Probability Probability of Events Concept and Defination of Random Variables Probability Distribution of Random Variables CDF and Descriptors of Random Variables Further Descriptors of Random Variables Discrete Probability Distribution Probability Distribution of Continuous RVs Probability Distribution of Continuous RVs (C.. Probability Distribution of Continuous RVs (C.. Functions of Single Random Variables Functions of Random Variables - Different Met.. Functions of Random Variables - Different Met.. Expectation and Moments of Functions of RV Expectation and Moments of Functions of RV (C.. Joint Probability Distribution Marginal Probability Distribution Conditional Probability Distribution Conditional Probability Distribution (Contd.) Properties of Multiple Random Variables Properties of Multiple Random Variables (Cont.. MGF of Multivariate RVs and Multivariate Prob.. Multivariate Distribution and Functions of Mu.. Functions of Multiple Random Variables (Contd.. Functions of Multiple Random Variables (Contd.. Introduction to Copulas Introduction to Copulas (Contd.) Probability Models using Normal Distribution Probability Models using Log Normal and Expon.. Probability Models using Gamma and Extreme Va.. Probability Models using Discrete Probability.. Sampling Distribution and Parameter Estimatio.. Sampling Distribution and Parameter Estimatio.. Hypothesis Testing Goodness - of - fit tests Regression Analyses and Correlation Regression Analyses and Correlation (Contd.)
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