R-universe - skranz (Sebastian Kranz)

Tools to transform a Stata reproduction package into a format that facilitates direct replications of regressions in Stata or R. Key idea is to identify data modification steps, determine which can be translated to R.

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3.62 score 2 dependents 4 scripts

repboxDRF - Repbox Direct Replication Format

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3.62 score 2 dependents 4 scripts

repboxStataReg - Extraction of regression information from Stata reproduction run (before metareg)

Core part of previous huge repboxReg package. Only the functionality related to the original reproduction run, no metareg stuff.

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3.02 score 1 dependents 1 scripts

repboxStataReg - Extraction of regression information from Stata reproduction run (before metareg)

Core part of previous huge repboxReg package. Only the functionality related to the original reproduction run, no metareg stuff.

Last updated

3.02 score 1 dependents 1 scripts

repboxStata - Repbox analysis of stata scripts in reproduction packages

Repbox analysis of stata scripts in reproduction packages

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2.95 score 3 dependents 9 scripts

repboxStata - Repbox analysis of stata scripts in reproduction packages

Repbox analysis of stata scripts in reproduction packages

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2.95 score 3 dependents 9 scripts

DataSchema - Tools for schemas describing and validating data sets

JSON Schemas (see https://json-schema.org/learn/getting-started-step-by-step) can be useful for many things like generating SQL databases, structured RDS data sets, validation of data, structuring AI output, creating autmatic documentation etc. I have used and developed several ad-hoc schema specifications / tools in different packages, like "dbmisc" (yaml), "repboxdb" (yaml), rgemini (JSON schema from R). This package shall provide helper functions to build, convert and use schemas. While importa and export to json-schema is possible, it is skewed to my taste and my previous application.

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2.95 score 1 stars 3 dependents

repboxAI - AI production chain for repbox

AI production chain for repbox

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2.90 score 16 scripts

repboxAI - AI production chain for repbox

AI production chain for repbox

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2.90 score 16 scripts

repboxDoc - Heuristically prepare PDF or HTML articles or appendices for further repbox analysis

Heuristically prepare PDF or HTML articles or appendices for further repbox analysis

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2.88 score 1 dependents 8 scripts

repboxDoc - Heuristically prepare PDF or HTML articles or appendices for further repbox analysis

Heuristically prepare PDF or HTML articles or appendices for further repbox analysis

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2.88 score 1 dependents 8 scripts

repboxReg - Repbox module for analysing regressions

Repbox module for analysing regressions

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2.86 score 1 dependents 12 scripts

metaregBase - Run metaregBase

Uses repboxDRF structure to rerun all regressions in Stata and R and store results.

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2.85 score 3 scripts

metaregBase - Run metaregBase

Uses repboxDRF structure to rerun all regressions in Stata and R and store results.

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2.85 score 2 scripts

repboxReg - Repbox module for analysing regressions

Repbox module for analysing regressions

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2.78 score 1 dependents 10 scripts

repboxEvaluate - Adaption of evaluate package version 0.23.01 to repbox

Parsing and evaluation tools that make it easy to recreate the command line behaviour of R.

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2.65 score 3 dependents

repboxEvaluate - Adaption of evaluate package version 0.23.01 to repbox

Parsing and evaluation tools that make it easy to recreate the command line behaviour of R.

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2.65 score 3 dependents

files2prompt - RStudio addin to create prompt from code or text files in a project directory

Can be customized using TOML based specifications.

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2.60 score 2 stars 4 scripts

repboxGithub - Tools for Repbox and Github interaction

Tools for Repbox and Github interaction

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2.48 score 1 dependents 1 scripts

repboxGithub - Tools for Repbox and Github interaction

Tools for Repbox and Github interaction

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2.48 score 1 dependents 1 scripts

ExtractSciTab - Extract Tables with Numbers from Scientific Publications

More about what it does (maybe more than one line) Use four spaces when indenting paragraphs within the Description.

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2.38 score 2 stars 4 dependents 4 scripts

ExtractSciTab - Extract Tables with Numbers from Scientific Publications

More about what it does (maybe more than one line) Use four spaces when indenting paragraphs within the Description.

Last updated

2.38 score 2 stars 4 dependents 4 scripts

regtranslate - Translate regression commands using information from repdb

Currently only contains Stata to R translation

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2.38 score 1 dependents 4 scripts

repboxRegmap - Evaluate, pick, correct regression mappings proposed by AI

Built for new repbox version

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2.30 score 3 scripts

aikit - Toolkit for working with LLM models

Currently tested together only with rgemini

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2.26 score 1 dependents 4 scripts

FuzzyProduction - Testing and Benchmarking of Fuzzy Outputs: Think AI generated content

Testing and Benchmarking of Fuzzy Outputs: Think AI generated content

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2.18 score 1 dependents 1 scripts

repboxMap - Mapping information from article and run supplement. Mainly (regression) tables.

This package should use as input only information stored in regdb tables.

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2.18 score 1 dependents 1 scripts

repboxRfun - Repbox functions called by code injections into R scripts

Try to use as little special dependencies as reasonably possible

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2.18 score 1 dependents 1 scripts

repboxRfun - Repbox functions called by code injections into R scripts

Try to use as little special dependencies as reasonably possible

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2.18 score 1 dependents 1 scripts

repboxHtml - HTML reports for repbox

HTML reports for repbox

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2.18 score 1 dependents 10 scripts

repboxHtml - HTML reports for repbox

HTML reports for repbox

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2.18 score 1 dependents 10 scripts

repboxR - Repbox for R code files in code supplements

Repbox for R code files in code supplements

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2.18 score 1 stars 1 dependents 2 scripts

repboxArt - Converting articles from PDF to text and managing and extracting basic information including tables

Converting articles from PDF to text and managing and extracting basic information including tables

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2.18 score 1 stars 1 dependents 8 scripts

repboxCodeText - Extracting purely text based information from supplement code

Extracting purely text based information from supplement code

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2.18 score 1 dependents 1 scripts

repboxCodeText - Extracting purely text based information from supplement code

Extracting purely text based information from supplement code

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2.18 score 1 dependents 1 scripts

rmdtools - Tools for RMarkdown

Tools for RMarkdown

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2.08 score 2 stars 2 dependents 6 scripts

repboxTableTools - Tools to characterize, test and repair extracted tables from articles

While ExtractSciTab is only about heuristically extracting tables from PDF, this package contains helper function to characterize test and repair multiple versions of extracted tables (including AI extraction methods). It mainly complements repboxAI. To avoid that repboxAI becomes too gluttered, we put this into a separate package.

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2.08 score 2 dependents 5 scripts

repboxTableTools - Tools to characterize, test and repair extracted tables from articles

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2.08 score 2 dependents 3 scripts

rmistral - Experimental R interface to Mistral AI API

Currently implement only OCR capabilties for PDF conversion.

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2.00 score 1 stars 5 scripts

repboxDeploy - Helper functions to deploy analysed repbox projects in specific forms

Currently helper functions to deploy a repbox project as a public example

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1.48 score 1 stars 1 dependents

repboxverse - Install and load all repbox packages

Install and load all repbox packages

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1.00 score

restorepoint - Debugging with Restore Points

Debugging with restore points instead of break points. A restore point stores all local variables when called inside a function. The stored values can later be retrieved and evaluated in a modified R console that replicates the function's environment. To debug step by step, one can simply copy & paste the function body from the R script. Particularly convenient in combination with "RStudio". See the "Github" page inst/vignettes for a tutorial.

Last updated

debugging

6.32 score 16 stars 55 dependents 80 scripts 22 downloads

RTutor - Interactive R problem sets with automatic testing of solutions and automatic hints

Interactive R problem sets with automatic testing of solutions and automatic hints

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economicslearn-to-codeproblem-setrstudiortutorshinyteaching

5.86 score 206 stars 1 dependents 117 scripts

shinyEvents - Shiny wrapper with event handlers instead of reactivity

Shiny is a great package. Yet, for more complex projects, with much dynamic UI, I find it hard to write clean code with its reactivity paradigm. This package wraps shiny into a more traditional programming approach: - event handlers for input changes and button clicks - explicit update functions to change outputs - no explicit server function

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shiny

4.99 score 36 stars 7 dependents 26 scripts

dplyrExtras - extra functionality for dplyr like mutate_rows for mutation of a subset of rows

Some extra functionality that is not (yet) in dplyr, e.g. mutate_rows (mutation of subset of rows) xsummarise_each (summarise_each with more flexible alignment of results), or s_filter, s_arrange ,... that allow string arguments.

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dplyr

4.85 score 20 stars 4 dependents 59 scripts

dbmisc - Tools for working with SQLite in R

Tools for working with SQLite in R, in particular support for simple YAML schemas.

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databaseschemasqlsqlite

4.32 score 27 stars 3 dependents 17 scripts

gtree - gtree basic functionality to model and solve games

gtree basic functionality to model and solve games

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economic-experimentseconomicsgambitgame-theorynash-equilibrium

3.85 score 18 stars 1 dependents 26 scripts

stringtools - Tools for working with strings in R

Tools for working with strings in R

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3.80 score 2 stars 34 dependents 31 scripts

synthdid - Synthetic Difference-in-Difference Estimation

Estimate average treatment effects in panel data. Currently provides methods only for the case that all treated units adopt treatment at the same time.

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3.74 score 1 dependents 183 scripts

GithubActions - Functions to facilitate use of Github Actions via R

Work in progress. Not yet working well.

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3.08 score 2 stars 2 dependents 2 scripts

GithubActions - Functions to facilitate use of Github Actions via R

Work in progress. Not yet working well.

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3.08 score 2 stars 2 dependents 2 scripts

glueformula - String interpolation to build regression formulas

Has the main function gl that is a variant of glue. It is useful for building regression formulas given vectors of variable names.

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regressionstring-interpolation

3.08 score 8 stars 1 dependents 10 scripts

gpt4r - ChatGPT templates for use in R and via mygpt in RStudio.

Tools to use ChatGPT via YAML templates Typically used with mygpt to create customized RStudio Addins User can experiment with Chat-GPT inclusion by adapting YAML templates. By default ChatGPT usage will be logged in a local folder. Originally inspired by https://github.com/jcrodriguez1989/chatgpt

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3.02 score 7 stars 1 dependents 2 scripts

xsynthdid - Simple function to adjust for covariates in synthdid

Simple function to adjust for covariates in synthdid. See vignete for details.

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3.02 score 21 stars 6 scripts

phack - Detecting p-Hacking using Elliot et al. (2022)

Implements the tests from Elliot et al. (2022) for detecting p-Hacking. The package is essentially a simple wrapper to the code provided in the code and data supplement of the article, with some cosmetical changes. The original code can be found in the code and data supplement of the article. s References Elliott, G., Kudrin, N., & Wüthrich, K. (2022). Detecting p‐Hacking. Econometrica, 90(2), 887-906.

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3.00 score 2 stars

rgemini - R interface to Google Gemini API

In development

Last updated

2.86 score 2 stars 2 dependents 12 scripts

codeUtils - Helper functions for parsing and classifying R code. Useful for domain specific languages.

Very preliminary. May completely change

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2.66 score 4 dependents 38 scripts

mygpt - Customize your own ChatGPT RStudio Addins.

See README.md for details

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2.54 score 7 stars

ParallelTrendsPlot - Experimental Package: Plots to diagnose parallel trends in DID regression with additional control variables.

Experimental Package: Plots to diagnose parallel trends in DID regression with additional control variables.

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2.48 score 6 stars 3 scripts

xglue - Extended glue. Write collapse and by Uses a template file with a special syntax.

Extended glue. Add in the string to be glued blocks that specify collapse operations on vectors, and allow to operate on a grouped data frame

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gluestringinterpolation

2.48 score 6 stars 6 scripts

RelationalContracts - Characterize relational contracts in repated or stochastic games

Characterize relational contracts in repated or stochastic games. Can also analyse repeated negotiation equilibria.

Last updated

dynamic-gameeconomicsgame-theoryhold-upnash-equilibriumrepeated-gamestochastic-game

2.48 score 4 stars 15 scripts

shinyEventsPushMessage - shinyEvents show desktop push messages via push.js

shinyEvents show desktop push messages via push.js

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2.48 score 2 stars 1 dependents

sktools - Helpful functions used in my courses

Several helpful functions that I use in my courses

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2.40 score 1 stars 50 scripts

RTutorSAGI - Submission Analysis for Grading and Improvement

Tools for analysising submissions of solved RTutor problem sets. The functions help automatic bulk grading for several problem sets. Another feature is a shiny app that helps to analyse where students got stuck and correspondingly improve the problem set.

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learn-to-codertutorteaching

2.30 score 4 stars 3 scripts

rampl - Tools to work with AMPL from R

Tools to work with AMPL from R. Writing AMPL dat files, running AMPL locally or using the NEOS solvers.

Last updated

2.20 score 32 scripts

rgmpl - Helps solving in R linear programming models specified in GMPL

Tools that help to solve linear programming models specified in GMPL

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gmpl

2.18 score 1 dependents 1 scripts

gtreeWebPlay - Create shiny apps to play gtree games

Create shiny web apps that allow single users to play game-theoretic gtree games against the computer who can e.g. follow equilibrium strategies, or average behavior of the population of all players so far.

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economic-experimentsgame-theoryshiny

2.00 score 2 stars 3 scripts

repgame - Solve discounted repeated games with monetary transfers

Solve discounted repeated games with monetary transfers using the fast Algorithms develeoped by Goldluecke and Kranz (JET, 2013)

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cpp

2.00 score 2 stars 3 scripts

sourcemodify - Helper functions to modify source code of R scripts

Helper functions to modify source code of R scripts

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1.95 score 1 stars 3 dependents

sourcemodify - Helper functions to modify source code of R scripts

Helper functions to modify source code of R scripts

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1.95 score 1 stars 3 dependents

pkgFunIndex - Extract information about functions in R packages.

Will be used to build a systematic database of exported functions of all versions of CRAN packages.

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1.78 score 2 stars 1 dependents

pkgFunIndex - Extract information about functions in R packages.

Will be used to build a systematic database of exported functions of all versions of CRAN packages.

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1.78 score 2 stars 1 dependents

RSGSolve - Solve Stochastic Games in R

Simple R Interface to Ben Brook's SGSolve library. See http://www.benjaminbrooks.net/software.shtml

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cpp

1.74 score 11 scripts

pladj - Partial leverage adjusted degrees of freedom as proposed by Kranz (2024)

Fast computation of PL matrices, interfaces with fixest and lm

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1.70 score 1 stars

EnergyChartsAPI - R Interface to the Energy Charts API

R Interface to the Energy Charts API

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1.70 score 1 stars 1 scripts

mlogitExtras - Some extras for the mlogit package

Some extras for the mlogit package. I started this package because I could not make the predict function in mlogit robustly work without errors for mixed logit models. The function ml_predict can be used as a replacment (but still only works for a subset of random parameter specifications.)

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1.70 score

dyplot - Simple wrapper to use dygraphs directly with data frame (no xts object needed)

Simple wrapper to use dygraphs directly with data frame (no xts object needed)

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1.70 score

RStudioStataConsole - RStudio addin that facilitates running Stata in RStudio's termial.

If you like to use Stata interactively on a web server (or in a docker container), you could access the Stata console version using a Terminal in an RStudio Server session in the browser. This small packages has three short addins that simplify this process. It is assumed that the Stata is installed and the `stata` command is on the path.

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1.70 score

umlaute - RStudio addin to replace German Umlaute

RStudio addin to replace German Umlaute

Last updated

1.70 score

RoundingMatters - Tools for adjusting for rounding problems in metastudies about p-hacking and publication bias

Tools for adjusting for rounding problems in metastudies about p-hacking and publication bias

Last updated

1.70 score 8 scripts

MetaStudies - Shiny app and function for Meta studies following Andrews and Kasy (2019).

This package mainly consists of Maximilan Kasy's code of his shiny app for MetaStudies on publication bias. I added some stuff, rewrote it a bit and put everything into an R package. The original code is here: https://github.com/maxkasy/MetaStudiesApp The code is based on Andrews and Kasy (2019). In particular, I added code to run misspecification tests that will be explained in Kranz and Pütz (2021). References: - Andrews, Isaiah and Maximilian Kasy. 2019. “Identification of and correction for publication bias.” American Economic Review 109 (8): 2766-94. - Kranz, Sebastian and Peter Pütz. 2021 “Rounding and other pitfalls in meta-studies on p-hacking and publication bias. A comment on Brodeur et al. (2020)”, working paper.

Last updated

1.70 score 7 scripts