Fits Heterogeneous Panel Data Models

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Documentation for package ‘PDMIF’ version 0.1.0

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data1X A synthesized input variable dataset to fit a linear model on a panel dataset.
data1Y A synthesized output variable dataset to fit a linear model on a panel dataset.
data2X A synthesized input variable dataset to fit a binomial model on a panel dataset.
data2Y A synthesized output variable dataset to fit a binomial model on a panel dataset.
data3X A synthesized input variable dataset to fit a poisson model on a panel dataset.
data3Y A synthesized output variable dataset to fit a poisson model on a panel dataset.
data4LAB A synthesized vector of memberships needed to fit a linear model on a panel dataset under known group memberships.
data4X A synthesized input variable dataset to fit a linear model on a panel dataset under known group memberships.
data4Y A synthesized output variable dataset to fit a linear model on a panel dataset under known group memberships.
data5X A synthesized input variable dataset to cluster individuals by heterogeneous panel data models with interactive effects.
data5Y A synthesized output variable dataset to cluster individuals by heterogeneous panel data models with interactive effects.
data6X A synthesized input variable dataset to cluster individual units by nonlinear heterogeneous panel data models with interactive effects when the group membership is unknown
data6Y A synthesized output variable dataset to cluster individual units by nonlinear heterogeneous panel data models with interactive effects when the group membership is unknown.
data7X A synthesized input variable dataset to fit a quantile panel data model on a panel dataset.
data7Y A synthesized output variable dataset to fit a quantile panel data model on a panel dataset.
data8Y A synthesized output variable dataset to fit a quantile VAR model with interactive effects and lag=2.
HOMTEST HOMTEST
HOMTESTGLM HOMTESTGLM
HYPTEST HYPTEST
PDMIFCLUST PDMIFCLUST
PDMIFCLUSTGLM PDMIFCLUSTGLM
PDMIFCOUNT PDMIFCOUNT
PDMIFGLM PDMIFGLM
PDMIFLIN PDMIFLIN
PDMIFLING PDMIFLING
PDMIFLOGIT PDMIFLOGIT
PDMIFPROBIT PDMIFPROBIT
PDMIFQUANTILE PDMIFQUANTILE
PDMIFQVAR PDMIFQVAR