Package: matchingMarkets 1.0-2

matchingMarkets: Analysis of Stable Matchings

Implements structural estimators to correct for the sample selection bias from observed outcomes in matching markets. This includes one-sided matching of agents into groups as well as two-sided matching of students to schools. The package also contains algorithms to find stable matchings in the three most common matching problems: the stable roommates problem, the college admissions problem, and the house allocation problem.

Authors:Thilo Klein [aut, cre], Robert Aue [ctb], Sven Giegerich [ctb], Alexander Sauer [ctb]

# Install 'matchingMarkets' in R:

install.packages('matchingMarkets', repos = c('https://thiloklein.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/thiloklein/matchingmarkets/issues

Pkgdown/docs site:https://matchingmarkets.org

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3
openmp– GCC OpenMP (GOMP) support library
openjdk– OpenJDK Java runtime, using Hotspot JIT

Datasets:

baac00 - Townsend Thai Project BAAC Annual Resurvey, 2000
klein15a - MCMC results in Klein
klein15b - Results of Monte Carlo Simulations in Klein

On CRAN:

openblas cpp openmp openjdk

6.00 score 41 stars 49 scripts 828 downloads 1 mentions 17 exports 12 dependencies

Last updated from:cc95ab2842. Checks:6 NOTE, 1 OK, 6 FAIL. Indexed: yes.

Target	Result	Time
linux-devel-arm64	NOTE	223
linux-devel-x86_64	NOTE	200
source / vignettes	OK	346
linux-release-arm64	NOTE	252
linux-release-x86_64	NOTE	211
macos-release-arm64	FAIL	95
macos-release-x86_64	FAIL	265
macos-oldrel-arm64	FAIL	145
macos-oldrel-x86_64	FAIL	293
windows-devel	NOTE	204
windows-release	NOTE	195
windows-oldrel	FAIL	60
wasm-release	FAIL	159

Exports:hri hri2 iaa khb mce plp rsd sri stabchk stabit stabit2 stabsim stabsim2 ttc ttc2 ttcc xlogit.data

Dependencies:gmp lattice lpSolve partitions polynom rbibutils Rcpp RcppArmadillo RcppProgress Rdpack rJava sets

Analysis of Stable Matchings

Rendered frommatching.Rnwusingknitr::knitr_notangle

Last update: 2018-01-10
Started: 2015-10-05

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
An R package for the analysis of stable matchings.	matchingMarkets
Townsend Thai Project BAAC Annual Resurvey, 2000	baac00
All stable matchings in the hospital/residents problem with incomplete lists	hri
Resident-optimal matching in the hospital/residents problem with couples	hri2
Immediate Acceptance Algorithm (a.k.a. Boston mechanism) for two-sided matching markets	iaa
Karlson-Holm-Breen method for comparing probit coefficients	khb
MCMC results in Klein (2015a)	klein15a
Results of Monte Carlo Simulations in Klein (2015b)	klein15b
MC Experiments	mce
Partitioning Linear Programme for the stable roommates problem	plp
Predict method for fitted matching models	predict.stabit2
Random serial dictatorship mechanism	rsd
All stable matchings in the stable roommates problem with incomplete lists	sri
Stability-Check	stabchk
Matching model and selection correction for group formation	stabit
Matching model and selection correction for college admissions	stabit2
Simulated data for group formation problem	stabsim
Simulated data for college admissions problem	stabsim2
Top-Trading-Cycles Algorithm with existing tenants	ttc
Top-Trading-Cycles Algorithm for a two sided matching problem	ttc2
Top-Trading-Cycles and Chains Algorithm	ttcc
data.frame for exploded logit model	xlogit.data