Package: memisc 0.99.31.8
memisc: Management of Survey Data and Presentation of Analysis Results
An infrastructure for the management of survey data including value labels, definable missing values, recoding of variables, production of code books, and import of (subsets of) 'SPSS' and 'Stata' files is provided. Further, the package allows to produce tables and data frames of arbitrary descriptive statistics and (almost) publication-ready tables of regression model estimates, which can be exported to 'LaTeX' and HTML.
Authors:
memisc_0.99.31.8.tar.gz
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memisc.pdf |memisc.html✨
memisc/json (API)
NEWS
| # Install 'memisc' in R: |
| install.packages('memisc', repos = c('https://melff.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/melff/memisc/issues
Last updated 2 months agofrom:5ee5fa55b9. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 08 2024 |
| R-4.5-win-x86_64 | OK | Sep 08 2024 |
| R-4.5-linux-x86_64 | OK | Sep 08 2024 |
| R-4.4-win-x86_64 | OK | Sep 08 2024 |
| R-4.4-mac-x86_64 | OK | Sep 08 2024 |
| R-4.4-mac-aarch64 | OK | Sep 08 2024 |
| R-4.3-win-x86_64 | OK | Sep 08 2024 |
| R-4.3-mac-x86_64 | OK | Sep 08 2024 |
| R-4.3-mac-aarch64 | OK | Sep 08 2024 |
Exports:%@%%@%<-%##%%#%%$%%$$%%if%%in%%nin%Aggregateannotationannotation<-applyTemplateArithas_havenas_tibble.data.setas.arrayas.cssas.data.setas.factoras.html_groupas.intervalas.itemas.nominalas.orderedas.ordinalas.ratioas.symbolsattribsattribs<-BycasescharTranscoarsencodebookcodebook_format_stdstylecodeplancodeplan<-coercecollectcolrenameComparecontentcontent<-contrcontr.sumcontr.treatmentcontractcontrastscontrasts<-CorCovcssdata.setdeduplicate_labelsdescriptiondescription<-Descriptivesdf_format_stdstyledimrenamedsViewduplicated_labelsfapplyforeachformat_htmlformat_mdftable_format_stdstylegenTablegetCoefTemplategetSummarygetSummary_expcoefgetSummary_expcoef.defaultgetSummary.aftreggetSummary.betareggetSummary.clmgetSummary.coxphgetSummary.glmgetSummary.hurdlegetSummary.ivreggetSummary.lmgetSummary.merModgetSummary.multinomgetSummary.phreggetSummary.polrgetSummary.simexgetSummary.survreggetSummary.tobitgetSummary.weibreggetSummary.zeroinflgetSummaryTemplateGroupsheadhtmlhtml_groupIconvinclude.missingsinitializeis.data.setis.intervalis.missingis.nominalis.ordinalis.ratiois.validlabelslabels<-LapplyListmat_format_stdstyleMathMath2MaxMeanMeansmeasurementmeasurement_autolevelmeasurement<-MedianmergeMinmissing.valuesmissing.values<-mtablemtable_format_delimmtable_format_htmlmtable_format_latexmtable_format_printmtable_format_stdstyleneg2misnvalidpercentpercent.defaultpercent.logicalpercentagesprintqueryRangeread_codeplanrecoderecombinerelabelrelabel4renameReshaperetainreversedrow.namesrowrenamesampleSapplyset_measurementsetAttribssetCodeplansetCoefTemplatesetContentsetStylesetSummaryTemplateshowshow_htmlsort.data.framesort.data.setspss.filespss.fixed.filespss.portable.filespss.system.fileStata.fileStdDevstylestyle<-SubstitutesummarySummarysummaryTemplatesymsTabletailto.data.frametrim_labelsuniquevalid.rangevalid.range<-valid.valuesvalid.values<-value.filterVarviewview_htmlviewPrepWeighted.Meanwild.codeswithGroupswithinWithinwithinGroupswithSEwithVCovwordingwording<-Writewrite_codeplanwrite_htmlwrite.mtablexapply
Dependencies:data.tablejsonlitelatticeMASSyaml
Analysing the American National Election Study of 1948
Rendered fromanes48.Rmdusingknitr::rmarkdownon Sep 08 2024.Last update: 2024-01-02
Started: 2015-04-26
Combining flattened contingency tables (and other tables)
Rendered fromftable-matrix.Rmdusingknitr::rmarkdownon Sep 08 2024.Last update: 2023-12-16
Started: 2016-01-03
Generating Tables of Descriptive Statistics
Rendered fromgentab.Rmdusingknitr::rmarkdownon Sep 08 2024.Last update: 2024-01-02
Started: 2023-12-17
Handling questionnaire items
Rendered fromitems.Rmdusingknitr::rmarkdownon Sep 08 2024.Last update: 2024-01-02
Started: 2015-07-14
Importing data from SPSS and Stata
Rendered fromimport.Rmdusingknitr::rmarkdownon Sep 08 2024.Last update: 2023-12-19
Started: 2023-12-17
Tables of model estimates
Rendered frommtable-html.Rmdusingknitr::rmarkdownon Sep 08 2024.Last update: 2024-01-02
Started: 2015-04-07
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Adding Annotations to Objects | annotation annotation,ANY-method annotation,data.set-method annotation,item-method annotation-class annotation<- annotation<-,ANY,annotation-method annotation<-,ANY,character-method annotation<-,ANY,NULL-method annotation<-,item,annotation-method annotation<-,vector,annotation-method description description,data.frame-method description,data.set-method description,importer-method description,tbl_df-method description<- show,annotation-method wording wording<- |
| Apply a Formatting Template to a Numeric or Character Vector | applyTemplate template |
| Converting Data Frames into Arrays | as.array as.array,data.frame-method |
| Construction of Lists of Symbols | as.symbols syms |
| Assign a values to a variable for instances where a condition is met | %if% assign_if |
| Operators for Setting Annotations and Attributes | %##% %#% %@% %@%<- |
| Conditional Evaluation of an Expression | By |
| Distinguish between Cases Specified by Logical Conditions | cases |
| Character Translation of Aspects of Objects | charTrans charTrans.annotation charTrans.character charTrans.data.set charTrans.importer charTrans.item charTrans.value.labels |
| Coarsen a vector into a factor with a lower number of levels | coarsen coarsen.numeric |
| Generate a Codebook of a Data Set | $,codebook-method as.character,codebook-method codebook codebook,ANY-method codebook,atomic-method codebook,data.frame-method codebook,data.set-method codebook,factor-method codebook,importer-method codebook,item-method codebook,NULL-method codebook,tbl_df-method codebook-class format,codebookEntry-method show,codebook-method [,codebook,atomic,missing,ANY-method [[,codebook-method |
| Describe structure of Data Sets and Importers | codeplan codeplan,ANY-method codeplan,item-method codeplan,item.list-method codeplan<- read_codeplan setCodeplan setCodeplan,atomic,codeplan-method setCodeplan,atomic,NULL-method setCodeplan,data.frame,codeplan-method setCodeplan,data.frame,NULL-method setCodeplan,data.set,codeplan-method setCodeplan,data.set,NULL-method setCodeplan,item,codeplan-method setCodeplan,item,NULL-method write_codeplan |
| Collect Objects | collect collect.array collect.data.frame collect.data.set collect.default collect.matrix collect.table |
| Convenience Methods for Setting Contrasts | contr contr.sum contr.treatment contrasts contrasts,ANY-method contrasts,item-method contrasts<- contrasts<-,ANY-method contrasts<-,item-method |
| Contract data into pattern-frequency format | contract contract.data.frame contract.data.set |
| Data Set Objects | as.data.frame.data.set as.data.set as.data.set,list-method as.data.table.data.set data.set data.set-class dim,data.set-method dimnames,data.set-method dimnames<-,data.set-method dsView format,data.set-method head,data.set-method initialize,data.set-method is.data.set print,data.set-method row.names,data.set-method show,data.set-method str.data.set summary,data.set-method tail,data.set-method within,data.set-method [,data.set,atomic,atomic,ANY-method [,data.set,atomic,missing,ANY-method [,data.set,missing,atomic,ANY-method [,data.set,missing,missing,ANY-method [<-,data.set-method |
| Manipulation of Data Sets | cbind.data.set merge,data.frame,data.set-method merge,data.set,data.frame-method merge,data.set,data.set-method rbind.data.set subset.data.set unique,data.set-method |
| Handle duplicated labels | deduplicate_labels deduplicate_labels.item deduplicate_labels.item.list |
| Vectors of Univariate Sample Statistics | Descriptives Descriptives,ANY-method Descriptives,atomic-method Descriptives,item.vector-method |
| Change dimnames, rownames, or colnames | colrename dimrename rowrename |
| Check for and report duplicated labels | duplicated_labels duplicated_labels.item duplicated_labels.item.list |
| Loop over Variables in a Data Frame or Environment | foreach |
| Format Objects in HTML, show the HTML Format or Write it to a File | df_format_stdstyle format_html format_html.data.frame format_html.matrix mat_format_stdstyle show_html write_html |
| Format Codebooks as HTML | codebook_format_stdstyle format_html.codebook |
| Format "Flattened Tables" as HTML | format_html.ftable format_html.ftable_matrix ftable_format_stdstyle |
| Format Codebooks as Markdown | format_md format_md.codebook format_md.codebookEntry |
| Combining flattened tables. | cbind.ftable cbind.ftable_matrix format.ftable_matrix ftable_matrix print.ftable_matrix rbind.ftable rbind.ftable_matrix Write.ftable_matrix |
| Generic Tables and Data Frames of Descriptive Statistics | Aggregate genTable |
| Get Model Summaries for Use with "mtable" | getSummary getSummary.aftreg getSummary.betareg getSummary.clm getSummary.coxph getSummary.glm getSummary.hurdle getSummary.ivreg getSummary.lm getSummary.merMod getSummary.multinom getSummary.phreg getSummary.polr getSummary.simex getSummary.survreg getSummary.tobit getSummary.weibreg getSummary.zeroinfl getSummary_expcoef getSummary_expcoef.default |
| Operate on grouped data in data frames and data sets | as.data.frame.grouped.data as.data.set,grouped.data.frame-method as.data.set,grouped.data.set-method grouped.data Groups Groups.data.frame Groups.data.set Groups.grouped.data recombine recombine.grouped.data.frame recombine.grouped.data.set with.grouped.data withGroups within.grouped.data withinGroups |
| Building Blocks for HTML Code | as.character.css as.character.html_elem as.character.html_group as.css as.html_group attribs attribs<- c.html_elem c.html_group content content<- css html html_group print.css print.html_elem print.html_group setAttribs setAttribs.character setAttribs.html_elem setAttribs.html_group setContent setStyle setStyle.character setStyle.html_elem setStyle.html_group style style<- [.html_group [<-.css [<-.html_attributes [<-.html_group |
| Convert Annotations, and Value Labels between Encodings | Iconv Iconv.annotation Iconv.character Iconv.data.set Iconv.importer Iconv.item Iconv.value.labels |
| Object Oriented Interface to Foreign Files | $,importer-method as.data.set,importer-method dim,importer-method head,importer-method importer importer-class initialize,spss.fixed.importer-method initialize,spss.portable.importer-method initialize,spss.system.importer-method initialize,Stata.importer-method initialize,Stata_new.importer-method names,importer-method show,spss.fixed.importer-method show,spss.portable.importer-method show,spss.system.importer-method show,Stata.importer-method show,Stata_new.importer-method spss.file spss.fixed.file spss.fixed.importer-class spss.portable.file spss.portable.importer-class spss.system.file spss.system.importer-class Stata.file Stata.importer-class Stata_new.importer-class subset.spss.fixed.importer subset.spss.portable.importer subset.spss.system.importer subset.Stata.importer subset.Stata_new.importer tail,importer-method [,importer,atomic,atomic,ANY-method [,importer,atomic,missing,ANY-method [,importer,missing,atomic,ANY-method [,importer,missing,missing,ANY-method [[,importer-method |
| Survey Items | %in%,numeric.item,character-method Arith,numeric,numeric.item-method Arith,numeric.item,numeric-method Arith,numeric.item,numeric.item-method as.item as.item,character-method as.item,character.item-method as.item,Date-method as.item,Date.item-method as.item,datetime.item-method as.item,double.item-method as.item,factor-method as.item,integer.item-method as.item,logical-method as.item,numeric-method as.item,ordered-method as.item,POSIXct-method character.item-class Compare,character,numeric.item-method Compare,numeric.item,character-method Date.item-class datetime.item-class double.item-class format,Date.item-method format,datetime.item-method format,item.vector-method integer.item-class item item-class item.vector-class items Math,numeric.item-method Math2,numeric.item-method numeric.item-class print,Date.item-method print,datetime.item-method print,item.vector-method rep,item.vector-method show,Date.item-method show,datetime.item-method show,item.vector-method str.character.item str.datetime.item str.double.item str.integer.item summary,Date.item-method summary,datetime.item-method summary,item.vector-method Summary,numeric.item-method unique,item.vector-method weighted.mean,item.vector-method [,datetime.item,logical,missing,missing-method [,datetime.item,numeric,missing,missing-method [,item.vector,logical,missing,missing-method [,item.vector,numeric,missing,missing-method |
| How Survey Items Are Converted into "Ordinary" Data Vectors | as.character,Date.item-method as.character,datetime.item-method as.character,item.vector-method as.data.frame.character.item as.data.frame.Date.item as.data.frame.datetime.item as.data.frame.double.item as.data.frame.integer.item as.factor,item.vector-method as.integer,item-method as.numeric,item-method as.ordered,item.vector-method as.vector,item-method |
| Value Labels | Arith,value.labels,ANY-method as.vector,value.labels-method coerce,character,value.labels-method coerce,numeric,value.labels-method coerce,value.labels,character-method coerce,value.labels,numeric-method initialize,value.labels-method labels labels,item-method labels,NULL-method labels<- labels<-,ANY,NULL-method labels<-,item,ANY-method labels<-,item,NULL-method labels<-,vector,ANY-method labels<-,vector,NULL-method show,value.labels-method value.labels-class [,value.labels,logical,missing,missing-method [,value.labels,numeric,missing,missing-method |
| Create a list and conveniently supply names to its elements | List |
| Convenience wrappers for common statistical functions | Cor Cov Max Mean Median Min Range StdDev Var Weighted.Mean |
| Means for groups of observations | as.data.frame.means.table as.data.frame.xmeans.table Means Means.data.frame Means.formula Means.numeric |
| Levels of Measurement of Survey Items | as.interval as.nominal as.ordinal as.ratio is.interval is.nominal is.ordinal is.ratio measurement measurement,ANY-method measurement,data.set-method measurement,item-method measurement<- measurement<-,data.set-method measurement<-,item-method set_measurement |
| Automatically Adapt Measurement Levels | measurement_autolevel measurement_autolevel,ANY-method measurement_autolevel,data.set-method measurement_autolevel,item.vector-method |
| Introduction to the 'memisc' Package | memisc-package memisc |
| Deprecated Functions in Package 'memisc' | fapply fapply.default memisc-deprecated |
| Comparative Table of Model Estimates | c.memisc_mtable dim.memisc_mtable dimnames.memisc_mtable format.memisc_mtable mtable print.memisc_mtable relabel.memisc_mtable toLatex.memisc_mtable write.mtable [.memisc_mtable |
| Format for 'mtable' Objects for Writing into File | mtable_format_delim |
| HTML Formatting for 'mtable' Results | format_html.memisc_mtable mtable_format_html mtable_format_stdstyle |
| Format 'mtable' Results for LaTeX | mtable_format_latex |
| Print Format for 'mtable' Objects | mtable_format_print |
| Mark Negative Values as Missing | neg2mis |
| Negative Match | %nin% |
| Table of Percentages with Percentage Base | percent percent.default percent.logical |
| Easy Creation of Tables of Percentages | as.data.frame.percentage.table as.data.frame.xpercentage.table percentages percentages.data.frame percentages.default percentages.formula percentages.list percentages.table |
| Query an Object for Information | query query,data.set-method query,importer-method query,item-method |
| Recode Items, Factors and Numeric Vectors | recode recode,factor-method recode,item-method recode,vector-method |
| Change labels of factors or labelled objects | relabel relabel.default relabel.factor relabel4 relabel4,item-method |
| Change Names of a Named Object | rename |
| Reorder an Array or Matrix | reorder reorder.array reorder.matrix |
| Reshape data frames or data sets | Reshape |
| Retain Objects in an Environment | retain |
| Reverse the codes of a survey item or the levels of a factor | reversed reversed,factor-method reversed,item.vector-method |
| Take a Sample from a Data Frame-like Object | sample,data.frame-method sample,data.set-method sample,importer-method |
| A Dimension Preserving Variant of "sapply" and "lapply" | Lapply Sapply |
| Convenience Methods to Sort Data Frames and Data Sets | sort.data.frame sort.data.set |
| Formatting Styles for Coefficients, Factor Contrasts, and Summary Statistics | coef.style factor.style getCoefTemplate getSummaryTemplate setCoefTemplate setSummaryTemplate summaryTemplate |
| Substitutions in Language Objects | Substitute |
| One-Dimensional Table of Frequences and/or Percentages | Table Table,atomic-method Table,factor-method Table,item.vector-method |
| Interface to Packages 'tibble' and 'haven' | as.data.set,tbl_df-method as.item,haven_labelled-method as.item,haven_labelled_spss-method as.item,labelled-method as_haven as_haven,data.set-method as_haven,item.vector-method as_tibble.data.set |
| Convert an Array into a Data Frame | to.data.frame |
| Additional Methods for LaTeX Representations for R objects | toLatex.data.frame toLatex.default toLatex.ftable toLatex.ftable_matrix toLatex.matrix |
| Trim Codes from the Labels of an Item | trim_labels trim_labels,data.set-method trim_labels,item.vector-method |
| Named Lists, Lists of Items, and Atomic Vectors | atomic-class coerce,data.set,named.list-method double-class initialize,item.list-method initialize,named.list-method item.list item.list-class named.list named.list-class show,named.list-method |
| Value Filters | Arith,missing.values,missing.values-method Arith,valid.range,valid.range-method Arith,valid.values,valid.values-method Arith,value.filter,vector-method coerce,atomic,missing.values-method coerce,atomic,valid.range-method coerce,atomic,valid.values-method coerce,list,missing.values-method format,missing.values-method format,valid.range-method format,valid.values-method include.missings include.missings,item-method is.missing is.missing,atomic-method is.missing,factor-method is.missing,item.vector-method is.missing,NULL-method is.valid missing.values missing.values,item.vector-method missing.values,NULL-method missing.values-class missing.values<- missing.values<-,ANY,atomic-method missing.values<-,ANY,list-method missing.values<-,ANY,NULL-method missing.values<-,atomic,missing.values-method missing.values<-,item,ANY-method missing.values<-,item,missing.values-method missing.values<-,item,NULL-method nvalid show,value.filter-method valid.range valid.range,item.vector-method valid.range,NULL-method valid.range-class valid.range<- valid.range<-,ANY,atomic-method valid.range<-,ANY,NULL-method valid.range<-,atomic,valid.range-method valid.range<-,item,valid.range-method valid.values valid.values,item.vector-method valid.values,NULL-method valid.values-class valid.values<- valid.values<-,ANY,atomic-method valid.values<-,ANY,NULL-method valid.values<-,atomic,valid.values-method valid.values<-,item,valid.values-method value.filter value.filter,item-method value.filter,NULL-method value.filter-class |
| A Generic Viewing Function | view viewPrep viewPrep.codeplan viewPrep.data.frame viewPrep.data.set viewPrep.default viewPrep.descriptions viewPrep.importer |
| HTML Output for 'view. | view_html |
| Table of frequencies for unlabelled codes | wild.codes wild.codes,item-method |
| Operators to abbreviate use of "with" and "within" | %$$% %$% Within Within.data.frame |
| Add Alternative Variance Estimates to Models Estimates | summary.withVCov summary.withVCov.lm vcov.withVCov withSE withVCov withVCov.lm |
| Write Codebooks and Variable Descriptions into a Text File | Write Write.codebook Write.descriptions |
| Apply a function to ranges of variables | xapply |
