StatDeriveR: Step-by-Step Derivation and Simulation Verification in
Mathematical Statistics
Provides step-by-step derivations of key results in
mathematical statistics, including transformations of random variables,
order statistics, and sampling distributions. The package combines
analytical derivation with Monte Carlo simulation to compare theoretical
and empirical results, facilitating deeper understanding of statistical
theory and its computational implementation. The methods are motivated
by standard treatments in mathematical statistics (Hogg, McKean, and
Craig, 2019, ISBN: 9780134686991).
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