Replace Statistics.jl with BasicStats.jl #197
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- Replace Statistics dependency with BasicStats in Project.toml - Update module imports from Statistics to BasicStats - Update rbd-fast_sensitivity.jl to use BasicStats - BasicStats provides all necessary functions (mean, var, std, cov, quantile) - Reduces dependency footprint as BasicStats has zero dependencies
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Summary
This PR replaces the Statistics.jl dependency with BasicStats.jl, a lightweight alternative that provides the same functionality with zero dependencies.
Motivation
Changes
Functions Used
GlobalSensitivity.jl uses the following statistical functions, all covered by BasicStats.jl:
mean- Used in multiple sensitivity analysis methodsvar- Used in Shapley and other methodsstd- Used in regression and other sensitivity analysescov- Used in regression sensitivity analysisquantile- Used in eFAST and mutual information methodsTesting
Compatibility
BasicStats.jl provides drop-in replacements for all Statistics.jl functions used. No API changes are needed for users of GlobalSensitivity.jl.