Speaking Stata: Quantile–quantile plots, generalized

Quantile-quantile plots in the precise sense of scatterplots showing corresponding quantiles of two variables have long been supported by official command qqplot. That command is generalized here in several ways in a new command, qqplotg. In this article, I explain the major features of qqplotg and give several examples of its use. Themes include the use of quantile-quantile plots to explore the possibilities for working on a transformed scale and the value of plotting difference between quantiles versus mean quantile or plotting position. Various historical and methodological remarks are sprinkled throughout.

Authors

Institutions

Publication Details

Journal
The Stata Journal Promoting communications on statistics and Stata
Published
2024-09-01
DOI
https://doi.org/10.1177/1536867x241276114
Citations
6
Primary Topic
Probability and Statistical Research
Type
article
Field-Weighted Citation Impact
4.25
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Speaking Stata: Quantile–quantile plots, generalized

Nicholas J. Cox
6 citations
The Stata Journal Promoting communications on statistics and Stata
Probability and Statistical Research
4.25
article

Speaking Stata: Quantile–quantile plots, generalized

Nicholas J. Cox
article en
6 citations

Abstract

Quantile-quantile plots in the precise sense of scatterplots showing corresponding quantiles of two variables have long been supported by official command qqplot. That command is generalized here in several ways in a new command, qqplotg. In this article, I explain the major features of qqplotg and give several examples of its use. Themes include the use of quantile-quantile plots to explore the possibilities for working on a transformed scale and the value of plotting difference between quantiles versus mean quantile or plotting position. Various historical and methodological remarks are sprinkled throughout.

The Stata Journal Promoting communications on statistics and StataVol. 24(3)
Durham University (GB)
Openalex Percentile: Top 5%
Probability and Statistical Research
4.25
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.