Data Analysis of the AutoClaims Data Set (R for Actuarial Students - CS1B)

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)