The Exponential Family of Distributions
3:24
The Exponential Family of Distributions
Continuous Random Variables - Expected values and Unbiased Estimation - Worked Example
6:20
Continuous Random Variables - Expected values and Unbiased Estimation - Worked Example
Joint Random Variables - Marginal Distributions - Worked Example
4:44
Joint Random Variables - Marginal Distributions - Worked Example
Discrete Random Variables - Expectation Of Difference of Values
5:06
Discrete Random Variables - Expectation Of Difference of Values
Confidence Intervals for Differences In Proportions - Worked Examples
6:54
Confidence Intervals for Differences In Proportions - Worked Examples
Decision Theory - Decision Making with Loss Functions
3:07
Decision Theory - Decision Making with Loss Functions
Discrete Random Variables - Distribution of Pairwise Minima - Worked Example
5:29
Discrete Random Variables - Distribution of Pairwise Minima - Worked Example
Information Theory - Marginal and Joint Entropy Calculations
7:45
Information Theory - Marginal and Joint Entropy Calculations
Difference In Proportions - Hypothesis Testing Worked Example
15:36
Difference In Proportions - Hypothesis Testing Worked Example
Solving Integral Equations with Laplace Transforms
10:04
Solving Integral Equations with Laplace Transforms
Mixed Probability Distributions
5:36
Mixed Probability Distributions
Random Variables - Mixed Probability Distributions
9:15
Random Variables - Mixed Probability Distributions
Random Variables : Cumulative Distribution Functions of Maxima and Minima
8:31
Random Variables : Cumulative Distribution Functions of Maxima and Minima
Lognormal Distribution - Worked Example
7:43
Lognormal Distribution - Worked Example
Gamma Distribution - Electricity Comsumption Example
10:50
Gamma Distribution - Electricity Comsumption Example
Matrices
15:45
Matrices
The Weibull Distribution - Worked Example
10:17
The Weibull Distribution - Worked Example
Simulation with Random Number - Actuarial Example
12:26
Simulation with Random Number - Actuarial Example
Random Number Generations - The Weibull Distribution
8:59
Random Number Generations - The Weibull Distribution
The Pareto Type II Distribution - Median and Mean
4:40
The Pareto Type II Distribution - Median and Mean
Survival Models - Cox Regression Model
12:47
Survival Models - Cox Regression Model
Survival Analysis - Kaplan Meier Estimates (Lightbulb Example)
11:42
Survival Analysis - Kaplan Meier Estimates (Lightbulb Example)
Survival Analysis - Nelson Aalen Estimates
12:26
Survival Analysis - Nelson Aalen Estimates
Survival Analysis - Kaplan Meier Survival Estimates
12:33
Survival Analysis - Kaplan Meier Survival Estimates
Survival Analysis - Kaplan Meier Estimates
15:23
Survival Analysis - Kaplan Meier Estimates
Random Number Generation
9:22
Random Number Generation
The One-Way ANOVA model - worked example
8:41
The One-Way ANOVA model - worked example
Moment Generating Functions
7:56
Moment Generating Functions
Gamma Distribution - Worked Example
5:14
Gamma Distribution - Worked Example
Expectation of the Sample Variance
7:35
Expectation of the Sample Variance