Introduction | Direct estimation of statistical indicators | Regression analysis | Discussion and outlook
Package: smicd 1.1.5
smicd: Statistical Methods for Interval-Censored Data
Functions that provide statistical methods for interval-censored (grouped) data. The package supports the estimation of linear and linear mixed regression models with interval-censored dependent variables. Parameter estimates are obtained by a stochastic expectation maximization algorithm. Furthermore, the package enables the direct (without covariates) estimation of statistical indicators from interval-censored data via an iterative kernel density algorithm. Survey and Organisation for Economic Co-operation and Development (OECD) weights can be included into the direct estimation (see, Walter, P. (2019) <doi:10.17169/refubium-1621>).
Authors:
smicd_1.1.5.tar.gz
smicd_1.1.5.zip(r-4.7-any)smicd_1.1.5.zip(r-4.6-any)smicd_1.1.5.zip(r-4.5-any)
smicd_1.1.5.tgz(r-4.6-any)smicd_1.1.5.tgz(r-4.5-any)
smicd_1.1.5.tar.gz(r-4.7-any)smicd_1.1.5.tar.gz(r-4.6-any)
smicd_1.1.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
smicd/json (API)
| # Install 'smicd' in R: |
| install.packages('smicd', repos = c('https://chiquadrat.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/chiquadrat/smicd/issues
Datasets:
- Exam - Exam scores from inner London
Last updated from:d17df1683d. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 216 | ||
| source / vignettes | OK | 309 | ||
| linux-release-x86_64 | OK | 209 | ||
| macos-release-arm64 | OK | 244 | ||
| macos-oldrel-arm64 | OK | 239 | ||
| windows-devel | OK | 166 | ||
| windows-release | OK | 151 | ||
| windows-oldrel | OK | 141 | ||
| wasm-release | OK | 152 |
Dependencies:backportsbase64encbitbit64bootbroombslibcachemcheckmateclicliprclustercodetoolscolorspacecpp11crayondata.tabledigestdplyrevaluatefarverfastmapfontawesomeforcatsforeachforeignFormulaformula.toolsfsgdatagenericsggplot2glmnetgluegridExtragtablegtoolshavenhighrHmischmshtmlTablehtmltoolshtmlwidgetsineqisobanditeratorsjomojquerylibjsonliteknitrlabelinglaekenlatticelifecyclelme4magrittrMASSMatrixmemoisemicemimeminqamitmlmvtnormnlmenloptrnnetnumDerivoperator.toolsordinalpanpillarpkgconfigprettyunitsprogresspurrrR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreadrreformulasrlangrmarkdownrpartrstudioapiS7sassscalesshapestringistringrsurvivaltibbletidyrtidyselecttinytextruncnormtzdbucminfutf8vctrsviridisLitevroomweightswithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Exam scores from inner London | Exam |
| Estimation of Statistical Indicators from Interval-Censored Data | kdeAlgo |
| Fitted kdeAlgoObject | kdeAlgoObject |
| Plot Diagnostics for a kdeAlgo Object | plot.kdeAlgo |
| Plot Diagnostics for sem Objects | plot.sem |
| Prints a kdeAlgo Object | print.kdeAlgo |
| Prints a sem Object | print.sem |
| Prints a summary.sem Object | print.summary.sem |
| Linear Regression with Interval-Censored Dependent Variable | semLm |
| Linear Mixed Regression with Interval-Censored Dependent Variable | semLme |
| Fitted semObject | semObject |
| Statistical Methods for Interval Censored (Grouped) Data | smicd |
| Summarizing Linear and Linear Mixed Models estimated with the SEM | summary.sem |
