lfe - Linear Group Fixed Effects

Transforms away factors with many levels prior to doing an OLS. Useful for estimating linear models with multiple group fixed effects, and for estimating linear models which uses factors with many levels as pure control variables. See Gaure (2013) <doi:10.1016/j.csda.2013.03.024> Includes support for instrumental variables, conditional F statistics for weak instruments, robust and multi-way clustered standard errors, as well as limited mobility bias correction (Gaure 2014 <doi:10.1002/sta4.68>). Since version 3.0, it provides dedicated functions to estimate Poisson models.

Last updated 1 years ago

openblas

10.30 score 5 dependents 1.8k scripts 14k downloads

tabulapdf - Extract Tables from PDF Documents

Bindings for the 'Tabula' <https://tabula.technology/> 'Java' library, which can extract tables from PDF files. This tool can reduce time and effort in data extraction processes in fields like investigative journalism. It allows for automatic and manual table extraction, the latter facilitated through a 'Shiny' interface, enabling manual areas selection\ with a computer mouse for data retrieval.

Last updated 3 months ago

javapdfpdf-documentpeer-reviewedropenscitabulatabular-dataopenjdk

10.07 score 552 stars 1 dependents 159 scripts 1.6k downloads

cpp11armadillo - An 'Armadillo' Interface

Provides function declarations and inline function definitions that facilitate communication between R and the 'Armadillo' 'C++' library for linear algebra and scientific computing. This implementation is detailed in Vargas Sepulveda and Schneider Malamud (2024) <doi:10.1016/j.softx.2025.102087>.

Last updated 8 days ago

armadillocppcpp11hacktoberfestlinear-algebra

9.25 score 10 stars 16 dependents 1 scripts 2.3k downloads

analogsea - Interface to 'DigitalOcean'

Provides a set of functions for interacting with the 'DigitalOcean' API <https://www.digitalocean.com/>, including creating images, destroying them, rebooting, getting details on regions, and available images.

Last updated 2 years ago

cloud-computingdropletssh

7.54 score 159 stars 1 dependents 100 scripts 1.0k downloads

tradestatistics - Open Trade Statistics API Wrapper and Utility Program

Access 'Open Trade Statistics' API from R to download international trade data.

Last updated 7 months ago

api-wrapperdata-tableinternational-tradejsonliteopen-trade-statistics

7.15 score 77 stars 92 scripts 425 downloads

gravity - Estimation Methods for Gravity Models

A wrapper of different standard estimation methods for gravity models. This package provides estimation methods for log-log models and multiplicative models.

Last updated 4 months ago

bvubvwddmeconometricsglmgpmlgravityinternational-tradelmmaximum-likelihoodnbpmlnlsolsppmlsilstobittrade

7.00 score 36 stars 55 scripts 496 downloads

economiccomplexity - Computational Methods for Economic Complexity

A wrapper of different methods from Linear Algebra for the equations introduced in The Atlas of Economic Complexity and related literature. This package provides standard matrix and graph output that can be used seamlessly with other packages. See <doi:10.21105/joss.01866> for a summary of these methods and its evolution in literature.

Last updated 3 months ago

economic-complexityeigenvalueseigenvectorsgraphsinternational-tradematrixnetworksrecursive-algorithmopenblascppopenmp

6.32 score 39 stars 18 scripts 416 downloads

d3po - Fast and Beautiful Interactive Visualization for 'Markdown' and 'Shiny'

Apache licensed alternative to 'Highcharter' which provides functions for both fast and beautiful interactive visualization for 'Markdown' and 'Shiny'.

Last updated 2 years ago

htmlwidgetsshinyvisualization

6.31 score 43 stars 24 scripts 545 downloads

cpp11tesseract - Open Source OCR Engine

Bindings to 'tesseract': 'tesseract' (<https://github.com/tesseract-ocr/tesseract>) is a powerful optical character recognition (OCR) engine that supports over 100 languages. The engine is highly configurable in order to tune the detection algorithms and obtain the best possible results.

Last updated 14 days ago

cpp11-libraryocrtesseracttesseract-ocrcpp

6.28 score 4 stars 14 downloads

chilemapas - Mapas de las Divisiones Politicas y Administrativas de Chile (Maps of the Political and Administrative Divisions of Chile)

Mapas terrestres con topologias simplificadas. Estos mapas no tienen precision geodesica, por lo que aplica el DFL-83 de 1979 de la Republica de Chile y se consideran referenciales sin validez legal. No se incluyen los territorios antarticos y bajo ningun evento estos mapas significan que exista una cesion u ocupacion de territorios soberanos en contra del Derecho Internacional por parte de Chile. Esta paquete esta documentado intencionalmente en castellano asciificado para que funcione sin problema en diferentes plataformas. (Terrestrial maps with simplified toplogies. These maps lack geodesic precision, therefore DFL-83 1979 of the Republic of Chile applies and are considered to have no legal validity. Antartic territories are excluded and under no event these maps mean there is a cession or occupation of sovereign territories against International Laws from Chile. This package was intentionally documented in asciified spanish to make it work without problem on different platforms.)

Last updated 3 years ago

chilegeojsonmapstidyversetopojson

6.21 score 35 stars 93 scripts 362 downloads

capybara - Fast and Memory Efficient Fitting of Linear Models with High-Dimensional Fixed Effects

Fast and user-friendly estimation of generalized linear models with multiple fixed effects and cluster the standard errors. The method to obtain the estimated fixed-effects coefficients is based on Stammann (2018) <doi:10.48550/arXiv.1707.01815> and Gaure (2013) <doi:10.1016/j.csda.2013.03.024>.

Last updated 4 days ago

cpp11econometricslinear-modelsopenblascppopenmp

6.07 score 13 stars

cpp11qpdf - Split, Combine and Compress PDF Files

Bindings to 'qpdf': 'qpdf' (<https://qpdf.sourceforge.io/>) is a an open-source PDF rendering library that allows to conduct content-preserving transformations of PDF files such as split, combine, and compress PDF files.

Last updated 3 months ago

libjpeg-turbozlibcpp

5.56 score 3 stars 4 scripts 230 downloads

LSTS - Locally Stationary Time Series

A set of functions that allow stationary analysis and locally stationary time series analysis.

Last updated 1 years ago

5.54 score 3 stars 5 dependents 51 scripts 376 downloads

redatam - Import 'REDATAM' Files

Import 'REDATAM' formats into R via the 'Open REDATAM' C++ library <https://github.com/litalbarkai/open-redatam> based on De Grande (2016) <https://www.jstor.org/stable/24890658>.

Last updated 4 months ago

cpp

5.28 score 3 stars 14 scripts 303 downloads

censo2017 - Base de Datos de Facil Acceso del Censo 2017 de Chile (2017 Chilean Census Easy Access Database)

Provee un acceso conveniente a mas de 17 millones de registros de la base de datos del Censo 2017. Los datos fueron importados desde el DVD oficial del INE usando el Convertidor REDATAM creado por Pablo De Grande. Esta paquete esta documentado intencionalmente en castellano asciificado para que funcione sin problema en diferentes plataformas. (Provides convenient access to more than 17 million records from the Chilean Census 2017 database. The datasets were imported from the official DVD provided by the Chilean National Bureau of Statistics by using the REDATAM converter created by Pablo De Grande and in addition it includes the maps accompanying these datasets.)

Last updated 6 months ago

censocensuschiledemografiademographicsduckdbredatam

5.07 score 28 stars 21 scripts 329 downloads

kendallknight - Efficient Implementation of Kendall's Correlation Coefficient Computation

The computational complexity of the implemented algorithm for Kendall's correlation is O(n log(n)), which is faster than the base R implementation with a computational complexity of O(n^2). For small vectors (i.e., less than 100 observations), the time difference is negligible. However, for larger vectors, the speed difference can be substantial and the numerical difference is minimal. The references are Knight (1966) <doi:10.2307/2282833>, Abrevaya (1999) <doi:10.1016/S0165-1765(98)00255-9>, Christensen (2005) <doi:10.1007/BF02736122> and Emara (2024) <https://learningcpp.org/>. This implementation is described in Vargas Sepulveda (2024) <doi:10.48550/arXiv.2408.09618>.

Last updated 1 months ago

cppopenmp

5.02 score 3 stars 3 scripts 282 downloads

leontief - Input-Output Analysis

An implementation of the Input-Output model developed by Wassily Leontief that represents the interdependencies between different sectors of a national economy or different regional economies.

Last updated 2 years ago

input-outputmacroeconomics

4.92 score 14 stars 12 scripts 660 downloads

cpp11eigen - An 'Eigen' Interface

Provides function declarations and inline function definitions that facilitate communication between R and the 'Eigen' 'C++' library for linear algebra and scientific computing.

Last updated 5 months ago

cppcpp11eigenhacktoberfestlinear-algebra

4.60 score 2 stars 1 scripts 186 downloads

tradepolicy - Replication of 'An Advanced Guide To Trade Policy Analysis'

Datasets from Yotov, et al. (2016) <isbn:978-92-870-4367-2> (An Advanced Guide to Trade Policy Analysis) and functions to report regression summaries with clustered robust standard errors.

Last updated 1 years ago

gravitytrade

4.06 score 6 stars 19 scripts 189 downloads

tintin - Tintin Palette Generator

Palettes generated from Tintin covers. There is one palette per cover, with a total of 24 palettes of 5 colours each. Includes functions to interpolate colors in order to create more colors based on the provided palettes. The data is based on Cyr, et al. (2004) <doi:10.1503/cmaj.1041405> and Wikipedia <https://en.wikipedia.org/wiki/The_Adventures_of_Tintin>.

Last updated 7 months ago

ggplot2ggplot2-scales

3.85 score 7 stars 5 scripts 117 downloads

pudu - C++ Tools for Cleaning Strings

Provides function declarations and inline function definitions that facilitate cleaning strings in C++ code before passing them to R.

Last updated 2 months ago

cpp11cpp11-library

3.60 score 2 stars 1 scripts 148 downloads

cepiigeodist - CEPII's GeoDist datasets in R

Provides data on countries and their main city or agglomeration and the different distance measures and dummy variables indicating whether two countries are contiguous, share a common language or a colonial relationship. The reference article for these datasets is Mayer and Zignago (2011).

Last updated 2 years ago

borderscolonizationgeodistancegravitylanguagestrade

3.54 score 3 stars 23 scripts 215 downloads

canadamaps - Maps of the Political and Administrative Divisions of Canada

Terrestrial maps with simplified topologies for Census Divisions, Agricultural Regions, Economic Regions, Federal Electoral Divisions and Provinces.

Last updated 1 years ago

canadamaps

3.00 score 2 stars 3 scripts 272 downloads