High-Dimensional Metrics


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Documentation for package ‘hdm’ version 0.1.0

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hdm-package hdm: High-Dimensional Metrics
401(k) Pension 401(k) data set
AJR AJR data set
ATE Functions for estimation of treatment effects
ate Functions for estimation of treatment effects
ATET Functions for estimation of treatment effects
atet Functions for estimation of treatment effects
confint.rlassoEffects Methods for S3 object 'rlassoEffects'
confint.rlassoIV Methods for S3 object 'rlassoIV'
confint.rlassoIVselectX Methods for S3 object 'rlassoIVselectX'
confint.rlassoIVselectZ Methods for S3 object 'rlassoIVselectZ'
confint.rlassologitEffects Methods for S3 object 'rlassologitEffects'
confint.rlassoTE Methods for S3 object 'rlassoTE'
data Pension 401(k) data set
EminentDomain Eminent Domain data set
Example Growth data set
GDP Growth data set
Growth Growth data set
Growth Data Growth data set
GrowthData Growth data set
hdm hdm: High-Dimensional Metrics
lambdaCalculation Function for Calculation of the penalty parameter
LassoShooting.fit Shooting Lasso
LATE Functions for estimation of treatment effects
late Functions for estimation of treatment effects
LATET Functions for estimation of treatment effects
latet Functions for estimation of treatment effects
methods.rlasso Methods for S3 object 'rlasso'
methods.rlassoEffects Methods for S3 object 'rlassoEffects'
methods.rlassoIV Methods for S3 object 'rlassoIV'
methods.rlassoIVselectX Methods for S3 object 'rlassoIVselectX'
methods.rlassoIVselectZ Methods for S3 object 'rlassoIVselectZ'
methods.rlassologit Methods for S3 object 'rlassologit'
methods.rlassologitEffects Methods for S3 object 'rlassologitEffects'
methods.rlassoTE Methods for S3 object 'rlassoTE'
methods.tsls Methods for S3 object 'tsls'
model.matrix.rlasso Methods for S3 object 'rlasso'
model.matrix.rlassologit Methods for S3 object 'rlassologit'
pension Pension 401(k) data set
plans Pension 401(k) data set
plot.rlassoEffects Methods for S3 object 'rlassoEffects'
predict.rlasso Methods for S3 object 'rlasso'
predict.rlassologit Methods for S3 object 'rlassologit'
print.rlasso Methods for S3 object 'rlasso'
print.rlassoEffects Methods for S3 object 'rlassoEffects'
print.rlassoIV Methods for S3 object 'rlassoIV'
print.rlassoIVselectX Methods for S3 object 'rlassoIVselectX'
print.rlassoIVselectZ Methods for S3 object 'rlassoIVselectZ'
print.rlassologit Methods for S3 object 'rlassologit'
print.rlassologitEffects Methods for S3 object 'rlassologitEffects'
print.rlassoTE Methods for S3 object 'rlassoTE'
print.summary.rlassoEffects Summarizing rlassoEffects fits
print.tsls Methods for S3 object 'tsls'
rlasso rlasso: Function for Lasso estimation under homoscedastic and heterosceadstic non-Gaussian disturbances
rlasso.fit rlasso: Function for Lasso estimation under homoscedastic and heterosceadstic non-Gaussian disturbances
rlassoATE Functions for estimation of treatment effects
rlassoATET Functions for estimation of treatment effects
rlassoEffect rigorous Lasso for Linear Models: Inference
rlassoEffects rigorous Lasso for Linear Models: Inference
rlassoIV Post-Selection and Post-Regularization Inference in Linear Models with Many Controls and Instruments
rlassoIVmult Post-Selection and Post-Regularization Inference in Linear Models with Many Controls and Instruments
rlassoIVselectX Instrumental Variable Estimation with Selection on the exogenous Variables by Lasso
rlassoIVselectZ Instrumental Variable Estimation with Lasso
rlassoLATE Functions for estimation of treatment effects
rlassoLATET Functions for estimation of treatment effects
rlassologit rlassologit: Function for logistic Lasso estimation
rlassologit.fit rlassologit: Function for logistic Lasso estimation
rlassologitEffect rigorous Lasso for Logistic Models: Inference
rlassologitEffects rigorous Lasso for Logistic Models: Inference
summary.rlasso Methods for S3 object 'rlasso'
summary.rlassoEffects Summarizing rlassoEffects fits
summary.rlassoIV Methods for S3 object 'rlassoIV'
summary.rlassoIVselectX Methods for S3 object 'rlassoIVselectX'
summary.rlassoIVselectZ Methods for S3 object 'rlassoIVselectZ'
summary.rlassologit Methods for S3 object 'rlassologit'
summary.rlassologitEffects Methods for S3 object 'rlassologitEffects'
summary.rlassoTE Methods for S3 object 'rlassoTE'
summary.tsls Methods for S3 object 'tsls'
tsls Two-Stage Least Squares Estimation (TSLS)
wealth Pension 401(k) data set