Categorized Function List

In dsld: Data Science Looks at Discrimination

---

title: "Categorized Function List" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{Function List} %\VignetteEngine{knitr::rmarkdown} \usepackage[utf8]{inputenc}

---

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
)

Categorized Function List

Tabular confounder exploration

• dsldCHunting

• dsldDiffSLin

• dsldDiffSLog

• dsldTakeALookAround

Graphical confounder exploration

• dsldConditDisparity

• dsldConfounders

• dsldDensityByS

• dsldScatterPlot3D

Statistical analysisfor group differences

• dsldLinear

• dsldLogit

• dsldML

Causal analysis

• dsldIamb

• dsldMatchedATE

Fairness in prediction

• dsldFgrrm

• dsldFrrm

• dsldNclm

• dsldOHunting

• dsldQeFairRF

• dsldQeFairRidgeLin

• dsldQeFairRidgeLog

• dsldZlrm

• dsldZlm

• dsldTakeALookAround

dsld documentation built on Sept. 14, 2024, 1:08 a.m.