Package: QDComparison 3.0

David Jungreis

QDComparison: Modern Nonparametric Tools for Two-Sample Quantile and Distribution Comparisons

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).

Authors:David Jungreis, Subhadeep Mukhopadhyay

QDComparison_3.0.tar.gz
QDComparison_3.0.tar.gz(r-4.5-noble)QDComparison_3.0.tar.gz(r-4.4-noble)
QDComparison_3.0.tgz(r-4.4-emscripten)QDComparison_3.0.tgz(r-4.3-emscripten)
QDComparison.pdf |QDComparison.html
QDComparison/json (API)

# Install 'QDComparison' in R:
install.packages('QDComparison', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • Depression - Jackson's CESD Depression Scores
  • Earnings1978 - LaLonde's 1978 Earnings Data
  • Fundraising - Gneezy's Fundraising Data with a Gift Wage
  • Microfinance - Informal Borrowing in Neighborhoods of Hyderabad, India
  • NMES - National Medicare Expenditure Survey (NMES) Data on Cost of Hospitalizations

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 7 scripts 108 downloads 3 exports 0 dependencies

Last updated 6 years agofrom:7c3e17b57e. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 10 2024
R-4.5-linuxOKDec 10 2024

Exports:eLP.polyLP.QDCLP.XY

Dependencies: