Package: MSCMT 1.4.0
Martin Becker
MSCMT: Multivariate Synthetic Control Method Using Time Series
Three generalizations of the synthetic control method (which has already an implementation in package 'Synth') are implemented: first, 'MSCMT' allows for using multiple outcome variables, second, time series can be supplied as economic predictors, and third, a well-defined cross-validation approach can be used. Much effort has been taken to make the implementation as stable as possible (including edge cases) without losing computational efficiency. A detailed description of the main algorithms is given in Becker and Klößner (2018) <doi:10.1016/j.ecosta.2017.08.002>.
Authors:
MSCMT_1.4.0.tar.gz
MSCMT_1.4.0.tar.gz(r-4.5-noble)MSCMT_1.4.0.tar.gz(r-4.4-noble)
MSCMT_1.4.0.tgz(r-4.4-emscripten)MSCMT_1.4.0.tgz(r-4.3-emscripten)
MSCMT.pdf |MSCMT.html✨
MSCMT/json (API)
NEWS
| # Install 'MSCMT' in R: |
| install.packages('MSCMT', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 10 months agofrom:f937b426f4. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 15 2024 |
| R-4.5-linux-x86_64 | OK | Dec 15 2024 |
Exports:comparedidimproveSynthlistFromLongmscmtppratiopvalue
Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclelpSolvelpSolveAPImagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6rbibutilsRColorBrewerRdpackRglpkrlangscalesslamtibbleutf8vctrsviridisLitewithr
Checking and Improving Results of package Synth
Rendered fromCheckingSynth.Rmdusingknitr::rmarkdownon Dec 15 2024.Last update: 2024-03-20
Started: 2016-07-25
SCM Using Time Series
Rendered fromUsingTimeSeries.Rmdusingknitr::rmarkdownon Dec 15 2024.Last update: 2024-03-20
Started: 2016-07-25
Working with package MSCMT
Rendered fromWorkingWithMSCMT.Rmdusingknitr::rmarkdownon Dec 15 2024.Last update: 2024-03-20
Started: 2016-07-25
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Compare MSCMT estimation results | compare |
| Difference-in-difference estimator based on SCM | did |
| Plotting Results of mscmt with ggplot2 | ggplot.mscmt |
| Check (and Improve) Results of Package Synth | improveSynth |
| Convert Long Format to List Format | listFromLong |
| Multivariate SCM Using Time Series | mscmt |
| Plotting Results of MSCMT | plot.mscmt |
| Post-pre-(r)mspe-ratios for placebo studies | ppratio |
| Printing Results of MSCMT | print.mscmt |
| P-values for placebo studies | pvalue |
