R for actuarial Students - Probability Distributions with R (CS2B)
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Comparing the Weibull and Lognormal Distributions
Binomial Probability Distribution Example
Principal Component Analysis with the mtcars dataset
Normal Probability Distributions Exercise - with Shaded Bell Curves
Transition Matrices for Actuarial Forecasting
Weibull Probability Distribution - Worked Example with R
Regression Analysis of Maximum Heart Rate vs Age
Weibull Distribution - Worked Example with Simulated Values
Modelling Claim Amounts with the Compound Poisson Distributions with R - Poisson and Gamma
Binomial Distribution - Quality Control Worked Example
Estimating the Poisson Rate Parameter (R for Actuarial Students)
Exponential Distribution - Worked Example with Shaded Density Curves
The Log-Normal Distribution - Sample Estimates and the CLT
The Log-Normal Distribution - Worked Example With R
The Gamma Distribution - Usage in Modelling Insurance Claims
Spearman Correlation Coefficient and Hypothesis Test with R
Time Series Analysis - Useful Commands
Hypothesis Testing with the t.test command
Binomial Probability Distribution - Worked Example with R
Principal Component Analysis - Interest rates Data
Chi-Square Test for Independence of Categorical Variables - Worked Example
Correlation Analysis with R (with complementary graphical procedures)
Simulating The Gamma Distribution - Worked Example
Data Analysis of the AutoClaims Data Set (R for Actuarial Students - CS1B)