Maths Resource

Discrete Maths Finite Series (Worked Example)

Maths Resource

Binary Addition (Discrete Maths)

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The Exponential Family of Distributions

Maths Resource

Continuous Random Variables - Expected values and Unbiased Estimation - Worked Example

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Joint Random Variables - Marginal Distributions - Worked Example

Maths Resource

Discrete Random Variables - Expectation Of Difference of Values

Maths Resource

Confidence Intervals for Differences In Proportions - Worked Examples

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Decision Theory - Decision Making with Loss Functions

Maths Resource

Discrete Random Variables - Distribution of Pairwise Minima - Worked Example

Maths Resource

Information Theory - Marginal and Joint Entropy Calculations

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Difference In Proportions - Hypothesis Testing Worked Example

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Solving Integral Equations with Laplace Transforms

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Mixed Probability Distributions

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Random Variables - Mixed Probability Distributions

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Random Variables Cumulative Distribution Functions of Maxima and Minima

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Lognormal Distribution - Worked Example

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Gamma Distribution - Electricity Comsumption Example

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Matrices

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The Weibull Distribution - Worked Example

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Simulation with Random Number - Actuarial Example

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Random Number Generations - The Weibull Distribution

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The Pareto Type II Distribution - Median and Mean

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Survival Models - Cox Regression Model

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Survival Analysis - Kaplan Meier Estimates (Lightbulb Example)

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Survival Analysis - Nelson Aalen Estimates

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Survival Analysis - Kaplan Meier Survival Estimates

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Survival Analysis - Kaplan Meier Estimates

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Random Number Generation

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The One-Way ANOVA model - worked example

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Moment Generating Functions

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