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QDComparison (version 3.0)

Modern Nonparametric Tools for Two-Sample Quantile and Distribution Comparisons

Description

Allows practitioners to determine (i) if two univariate distributions (which can be continuous, discrete, or even mixed) are equal, (ii) how two distributions differ (shape differences, e.g., location, scale, etc.), and (iii) where two distributions differ (at which quantiles), all using nonparametric LP statistics. The primary reference is Jungreis, D. (2019, Technical Report).

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Version

Install

install.packages('QDComparison')

Monthly Downloads

170

Version

3.0

License

GPL-2

Maintainer

David Jungreis

Last Published

June 24th, 2019

Functions in QDComparison (3.0)

eLP.poly

A function to compute the LP basis functions
Microfinance

Informal Borrowing in Neighborhoods of Hyderabad, India
LP.XY

A function to compute LP comoments, LP coefficients, LPINFOR test statistic, and a p-value of distribution equality
Fundraising

Gneezy's Fundraising Data with a Gift Wage
LP.QDC

The main function for two-sample quantile and distribution comparison
NMES

National Medicare Expenditure Survey (NMES) Data on Cost of Hospitalizations
QDComparison-package

Modern Nonparametric Tools for Two-Sample Quantile and Distribution Comparisons
Depression

Jackson's CESD Depression Scores
Earnings1978

LaLonde's 1978 Earnings Data