Statistical Software Components
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- OPL: Stata module for optimal policy learning

- Giovanni Cerulli
- OPLABDATA: Stata module to load data from the Equality of Opportunity Project

- Michael Droste
- OPPLOT: Stata module to generate a vertical bar chart to summarize a binary outcome in cluster survey data

- Dale Rhoda
- OPROBPR: Stata module to display predicted probabilities from ordered probit and logit

- Nick Winter
- OPTASPECT: Stata module to compute heuristic criteria for optimal aspect ratios in a two-variable line plot

- Demetris Christodoulou
- OPTIFACT: Stata module to find the best summated rating scale from a list of items

- Paul Millar
- OPTVTAM: GAUSS module for Option Pricing via Two Alternative Methods

- Abdulnasser Hatemi-J and Alan Mustafa
- ORDCATSAMPSI: Stata module to compute power and sample size for ordered categorical outcomes

- Ariel Linden
- ORDPLOT: Stata module for cumulative distribution plot of ordinal variable

- Nicholas Cox
- ORDVAR: Stata module to calculate measures of ordinal consensus and dispersion

- Mike Lacy
- ORSE: Stata module to save odds ratios and their standard errors after logit, ologit

- Christopher Baum
- ORTH_OUT: Stata module to automate and export summary stats/orthogonality tables

- Joe Long
- ORTHOG: Stata module to orthogonalize variables

- Bill Sribney
- OSGEN: Stata module to add Python os_stat() file attributes to a xdir resultsset

- Roger Newson
- OSORT: Stata module to reorder variable(s) and sort data

- Joshua Sussman
- OUTDAT: Stata module to export data to other statistical packages

- Ulrich Kohler
- OUTDETECT: Stata module to perform Outlier Detection for Inequality and Poverty Analysis

- Federico Belotti, Giulia Mancini and Giovanni Vecchi
- OUTFIX2: Stata module to output formatted data

- Nicholas Cox
- OUTFIX: Stata module to produce fixed format output (version 5)

- Gero Lipsmeier
- OUTFIXT: Stata module to write fixed-format text file

- Austin Nichols
- OUTMAT: Stata module to save a matrix

- Stanislav Kolenikov
- OUTREG2: Stata module to arrange regression outputs into an illustrative table

- Roy Wada
- OUTREG: Stata module to write estimation tables to a Word or TeX file

- John Luke Gallup
- OUTSERIES: Stata module to write timeseries to text files

- Christopher Baum
- OUTSUM: Stata module to write formatted descriptive statistics to a text file

- Kerry Papps
- OUTTABLE: Stata module to write matrix to LaTeX table

- Christopher Baum and João Pedro Azevedo
- OUTTEX: Stata module to LaTeX code for result tables after any estimation command

- Antoine Terracol
- OUTWRITE: Stata module to consolidate multiple regressions and export the results to a.xlsx,.xls,.csv, or.tex file

- Benjamin Daniels
- OVBD: Stata module to generate correlated random binomial data

- Joseph Coveney
- OVERDISP: Stata module to detect overdispersion in count-data models using Stata

- Luiz Paulo Fávero and PatrÌcia Belfiore
- OVERFIT: Stata module to calculate shrinkage statistics to measure overfitting as well as out- and in-sample predictive bias

- Marcel Bilger
- OVERID: Stata module to conduct postestimation tests of overidentification

- Christopher Baum, Vince Wiggins, Steven Stillman, Mark Schaffer and Frank Windmeijer
- OVERLAY: Stata module to overlay multiple x vs y graphs

- Adrian Mander
- P2CI: Stata module to calculate confidence limits of a regression coefficient from the p-value

- Nicola Orsini
- PACE: Stata module to convert between minutes per mile and miles per hour

- Ariel Linden
- PACF2AR: RATS procedure to generate coefficients for an AR from input covariances

- Tom Doan
- PAGETREND: Stata module to perform Page's L trend test for ordered alternatives

- Hong Il Yoo
- PAIRDATA: Stata module to create paired datasets from individual-per-row data

- Richard J Williamson
- PAIRPLOT: Stata module for plots of paired observations

- Nicholas Cox
- PAJEK2STATA: Stata module to import network data in Pajek's.net format

- Rense Corten
- PALETTE_ALL: Stata module to display all the named colours in Stata

- Adrian Mander
- PALETTES: Stata module to provide color palettes, symbol palettes, and line pattern palettes

- Ben Jann
- PAM: Stata Module to Estimate Policy Analysis Matrix (PAM)

- Emad Shehata and Sahra Mickaiel
- PANELAUTO: Stata module to support tests for autocorrelation on panel data

- Christopher Baum
- PANELDOLS: RATS procedure to perform panel data group mean DOLS

- Tom Doan
- PANELFM: RATS procedure to perform panel data group mean FMOLS

- Tom Doan
- PANELHETERO: Stata module to examine the degree of heterogeneity across cross-sectional units using panel data

- Takahide Yanagi, Ryo Okui, Heejun Lee, Yue Yu and Sophie Li
- PANELL: Stata module to display panel length for a given set of variables

- Jan Helmdag
- PANELS: Stata module to count panels and apply a command to panel units

- Ben Jann
- PANELTHIN: Stata module to identify observations for possible thinned panel dataset

- Nicholas Cox