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callback (version 0.1.3)

Computes Statistics from Discrimination Experimental Data

Description

In discrimination experiments candidates are sent on the same test (e.g. job, house rental) and one examines whether they receive the same outcome. The number of non negative answers are first examined in details looking for outcome differences. Then various statistics are computed. This package can also be used for analyzing the results from random experiments.

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Version

Install

install.packages('callback')

Monthly Downloads

215

Version

0.1.3

License

GPL-3

Maintainer

Emmanuel Duguet

Last Published

March 3rd, 2025

Functions in callback (0.1.3)

origin1

Origin discrimination (accountants)
mobility1

Gender discrimination and mobility (management controller)
origin2

Origin discrimination (waiters)
inter1

Gender/Origin discrimination (software developer)
print.stat_paired

Print the callback counts analysis
stat_colsums

Sums the numeric or logical columns in a data frame.
reg.callback_comp

Component model estimation
stat_mcr

Matched callback rates
stat_ecs

Exclusive callback shares
reg_als

Asymptotic least squares estimation
stat_paired

Callback counts on paired data
gender4

Gender/Maternity discrimination (plumbers)
print.callback

Prints the structure of the experiment
print.callback_comp

Prints the structure of a component model
print.callback_reg

Prints the components of a component model
stat_signif

Significance code of a p-value
print.callback_stat

Prints the callback proportions analysis
stat_raw

Unmatched callback rates
reg

Generic regression function
summary.callback_reg

Prints the regression table of a component model
stat_tcs

Total callback shares
train2

Training profile impact (waiters)
train1

Training profile impact (plumbers)
address1

Origin/Gender discrimination and strongly negative mediatic exposure (information technologist)
callback

Data formatting
g_mcr

Proportions' comparison plot
g_raw

Raw callback rates plot
callback_comp

Creates the estimation data for a component model
g_ecs

Exclusive callback shares plot
g_tcs

Total callback shares plot
g_difp

Difference of proportions plot
labour1

Labour market history discrimination (accountants)
labour2

Labour market history discrimination (sales assistant)
gender2

Gender/Maternity discrimination (electricians)
gender1

Gender/Maternity discrimination (commercial and administrative jobs in the financial sector)
is.calc

Computational compatibility
gender3

Gender/Maternity discrimination (masons)
plot.callback_stat

Plots for callback rates and shares