IPW and Mean Score Methods for Time-Course Missing Data
Contains functions for data analysis of Repeated measurement continuous,categorical data using MCMC. Data may contain missing value in response and covariates. Mean Score Method and Inverse Probability Weighted method for parameter estimation when there is missing value in covariates are also included.
Reference for mean score method, inverse probability weighted method is
Wang et al(2007)<doi:10.1093/biostatistics/kxl024>.
c(person(("Atanu"), "Bhattacharjee",
email="atanustat@gmail.com",
role=c("aut", "cre","ctb")),
person(("Bhrigu Kumar"), "Rajbongshi", role=c("aut","ctb")),
person(("Gajendra K"), "Vishwakarma", role=c("aut","ctb")))
Atanu Bhattacharjee [aut, cre, ctb],
Bhrigu Kumar Rajbongshi [aut, ctb],
Gajendra K Vishwakarma [aut, ctb]

Two Stage Least Squares with Model Implied Instremental Search
Functions for estimating structural equation models
using a model-implied instrumental variable (MIIV) search
and two stage least squares (2SLS) estimator (MIIV-2SLS).

Two Stage Least Squares with Model Implied Instrumental Search

Two Stage Least Squares with Model Implied Instrumental Variable
Search

Model Implied Instrumental Variable (MIIV) Estimation of
Structural Equation Models
Zachary Fisher, Ken Bollen and Kathleen Gates.
Functions for estimating structural equation models using model-implied instrumental variables.

Functions for estimating structural equation models using model-
implied instrumental variables.

Zachary Fisher, Ken Bollen, Kathleen Gates, and Mikko Rönkkö.

c(
person("Zachary","Fisher", email = "fish.zachary@gmail.com", role = c("aut", "cre")),
person("Keneth", "Bollen", role = "aut"),
person("Kathleen", "Gates", role = "aut"),
person("Mikko", "Rönkkö", role = "aut")
)
Functions for estimating structural equation models using
instrumental variables.
stats, utils, methods, lavaan, numDeriv, Matrix, car, boot
Zachary Fisher [aut, cre],
Keneth Bollen [aut],
Kathleen Gates [aut],
Mikko Rönkkö [aut]

c(
person("Zachary","Fisher", email = "fish.zachary@gmail.com", role = c("aut", "cre")),
person("Kenneth", "Bollen", role = "aut"),
person("Kathleen", "Gates", role = "aut"),
person("Mikko", "Rönkkö", role = "aut")
)
Zachary Fisher [aut, cre],
Kenneth Bollen [aut],
Kathleen Gates [aut],
Mikko Rönkkö [aut]