MIIVsem: Model Implied Instrumental Variable (MIIV) Estimation of Structural Equation Models
Version 0.5.2

Functions for estimating structural equation models using instrumental variables.

AuthorZachary Fisher [aut, cre], Keneth Bollen [aut], Kathleen Gates [aut], Mikko Rönkkö [aut]
Date of publication2017-05-19 21:40:55 UTC
MaintainerZachary Fisher <fish.zachary@gmail.com>
LicenseGPL-2
Version0.5.2
URL https://github.com/zackfisher/MIIVsem
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("MIIVsem")

Getting started

Package overview
README.md

Popular man pages

bollen1989a: Industrialization-Democracy Data
bollen1989c: Subjective class data
buildMissingSyntax: build the missing data model syntax
buildRestrictMat: build the restriction matrix
miive: Model-implied instrumental variable (MIIV) estimation
miivs: Model-implied instrumental variable (MIIV) search
bollen1989b: Union sentiment data
See all...

All man pages Function index File listing

Man pages

bollen1989a: Industrialization-Democracy Data
bollen1989b: Union sentiment data
bollen1989c: Subjective class data
bollen1996: Perceived accessibility data
buildMissingSyntax: build the missing data model syntax
buildRestrictMat: build the restriction matrix
buildSSCP: build the sum of squares and cross products matrix
buildVarCovSyntax: build the variance covariance point estimates model syntax
est2SLSCoef: estimate the 2SLS point estimates
est2SLSCoefCov: estimate the 2SLS coefficient covariance matrix
est2SLSSigmaSq: estimate the 2SLS equation specific sigma squared
estimatesTable: return a dataframe of parameter estimates for a fitted model.
estResidualCov: Calculate the residual covariance matrix
estTwoStageML: estimate the SEs using two-stage ML
estVarCovarCoef: estimate the variance and covariance parameters
felson1979: Attractiveness and academic ability
fillParTable: fill the parameter table
miive: Model-implied instrumental variable (MIIV) estimation
miive.2sls: two-stage least square estimator for a system of equations
miivs: Model-implied instrumental variable (MIIV) search
MIIVsem-package: Model Implied Instrumental Variable Estimation of Structural...
parseInstrumentSyntax: Parse user-implied instrumental variables
print.miive: Print method for a MIIV estimation object
print.miivs: Print method for a MIIV search object
processData: Process data.
summary.miive: Summary information for a MIIV estimation object
summary.miivs: Summary information for a MIIV search object

Functions

MIIVsem Man page
MIIVsem-package Man page
bollen1989a Man page
bollen1989b Man page
bollen1989c Man page
bollen1996 Man page
buildBlockDiag Source code
buildCategoricalK Source code
buildDeltaK Source code
buildDuplication Source code
buildDuplicator Source code
buildMissingSyntax Man page Source code
buildRestrictMat Man page Source code
buildSSCP Man page Source code
buildVarCovSyntax Man page Source code
createModelSyntax Source code
derPvv Source code
derPvy Source code
derPvz Source code
derRegPIV Source code
est2SLSCoef Man page Source code
est2SLSCoefCov Man page Source code
est2SLSSigmaSq Man page Source code
estResidualCov Man page Source code
estTwoStageML Man page Source code
estVarCovarCoef Man page Source code
estimatesTable Man page Source code
felson1979 Man page
fillParTable Man page Source code
makeName Source code
miive Man page Source code
miive.2sls Man page Source code
miivhelper.bindmatrices Source code
miivs Man page Source code
onAttach Source code
parseInstrumentSyntax Man page Source code
print.miive Man page Source code
print.miivs Man page Source code
processData Man page Source code
restrict.tests Source code
revVech Source code
summary.miive Man page Source code
summary.miivs Man page Source code
vec Source code
vecp Source code

Files

tests
tests/testthat
tests/testthat/test_ex03_errors.R
tests/testthat/test_ex04_textbook.R
tests/testthat/rds
tests/testthat/rds/ex04_klein_coefcov.RDS
tests/testthat/rds/ex02_polr_wald.rds
tests/testthat/rds/ex01_pol_sargandf.RDS
tests/testthat/rds/ex00_miivs_trust01.RDS
tests/testthat/rds/ex00_miivs_educ02.RDS
tests/testthat/rds/ex00_miivs_kirby01.RDS
tests/testthat/rds/ex02_polr_f.RDS
tests/testthat/rds/ex02_polr_coef.RDS
tests/testthat/rds/ex01_pol_residcov.RDS
tests/testthat/rds/ex02_polr_residcov.RDS
tests/testthat/rds/ex02_polr_fdf2.RDS
tests/testthat/rds/ex02_polr_theil.RDS
tests/testthat/rds/ex00_miivs_colom.RDS
tests/testthat/rds/ex02_polr_sargandf.rds
tests/testthat/rds/ex00_miivs_educ03.rds
tests/testthat/rds/ex02_polr_sarganp.rds
tests/testthat/rds/ex02_polr_waldp.RDS
tests/testthat/rds/ex00_miivs_kirby03.RDS
tests/testthat/rds/ex02_polr_fdf.RDS
tests/testthat/rds/ex04_kmenta_coef.RDS
tests/testthat/rds/ex02_polr_theildf.RDS
tests/testthat/rds/ex01_pol_sarganp.RDS
tests/testthat/rds/ex02_polr_sargan.rds
tests/testthat/rds/ex00_miivs_educ01.RDS
tests/testthat/rds/ex00_miivs_educ04.rds
tests/testthat/rds/ex02_polr_theilp.RDS
tests/testthat/rds/ex00_miivs_poldemo.RDS
tests/testthat/rds/ex00_miivs_bloodpressure.RDS
tests/testthat/rds/ex04_klein_coef.RDS
tests/testthat/rds/ex01_pol_coefcov.RDS
tests/testthat/rds/ex02_polr_coefcov.RDS
tests/testthat/rds/ex04_kmenta_coefcov.RDS
tests/testthat/rds/ex01_pol_coef.RDS
tests/testthat/rds/ex02_polr_fdf1.RDS
tests/testthat/rds/ex02_polr_fp.RDS
tests/testthat/rds/ex00_miivs_trust02.RDS
tests/testthat/rds/ex02_polr_walddf.RDS
tests/testthat/rds/ex01_pol_sargan.RDS
tests/testthat/test_ex01_pol.R
tests/testthat/test_ex00_miivs.R
tests/testthat/test_ex02_polr.R
NAMESPACE
data
data/felson1979.rda
data/bollen1996.rda
data/bollen1989b.rda
data/bollen1989a.rda
data/bollen1989c.rda
R
R/est2SLSSigmaSq.R
R/print.miivs.R
R/estTwoStageML.R
R/buildSSCP.R
R/buildMissingSyntax.R
R/miive.2sls.R
R/summary.miivs.R
R/processData.R
R/miivs.R
R/est2SLSCoefCov.R
R/MIIVsem-data.R
R/print.miive.R
R/summary.miive.R
R/miive.R
R/buildRestrictMat.R
R/miivhelpers.R
R/estimatesTable.R
R/MIIVsem.R
R/fillParTable.R
R/est2SLSCoef.R
R/estVarCovarCoef.R
R/restrict.tests.R
R/parseInstrumentSyntax.R
R/estResidualCov.R
R/pivDerivatives.R
R/zzz.R
R/buildDeltaK.R
R/buildVarCovSyntax.R
README.md
MD5
DESCRIPTION
man
man/buildRestrictMat.Rd
man/est2SLSSigmaSq.Rd
man/miivs.Rd
man/estResidualCov.Rd
man/print.miive.Rd
man/est2SLSCoefCov.Rd
man/MIIVsem-package.Rd
man/miive.2sls.Rd
man/miive.Rd
man/bollen1996.Rd
man/est2SLSCoef.Rd
man/buildVarCovSyntax.Rd
man/parseInstrumentSyntax.Rd
man/bollen1989b.Rd
man/buildMissingSyntax.Rd
man/fillParTable.Rd
man/summary.miive.Rd
man/bollen1989c.Rd
man/estTwoStageML.Rd
man/processData.Rd
man/bollen1989a.Rd
man/buildSSCP.Rd
man/estimatesTable.Rd
man/print.miivs.Rd
man/summary.miivs.Rd
man/estVarCovarCoef.Rd
man/felson1979.Rd
MIIVsem documentation built on May 23, 2017, 9:08 a.m.

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All documentation is copyright its authors; we didn't write any of that.