wplmm
(Package: plmm) :
Weighted Partially Linear Mixed Effects Model
Estimate the regression error variance function nonparametrically from a partially linear mixed effects model fitted using the model fitting function plmm, and refit the model applying the weighted least squares procedure. wplmm returns an object of the ‘wplmm’ class.
● Data Source:
CranContrib
● Keywords: nonparametric, regression
● Alias: wplmm
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var.plot
(Package: plmm) :
Nonparametric Variance Function Estimation and Plotting
Plot the estimated nonparametric variance function and provide the estimated function values.
● Data Source:
CranContrib
● Keywords:
● Alias: var.plot
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summary
(Package: plmm) :
Summary of a Fitted Partially Linear Mixed Effects Model.
Summarize a partially linear mixed effects model fitted using a model fitting function plmm or wplmm.
● Data Source:
CranContrib
● Keywords:
● Alias: summary.plmm, summary.wplmm
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summary.bs.plmm
(Package: plmm) :
Summary of the bootstrap estimates of the sampling distribution.
Provide summary statistics of the estimated sampling distributions of the fixed regression coefficient estimators and the random effects variance estimator.
● Data Source:
CranContrib
● Keywords:
● Alias: summary.bs.plmm
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select.h0
(Package: plmm) :
Bandwidths Selection for Model Reduction
Select the bandwidths for kernel regression to reduce the partially linear mixed effects model to a mixed effects model.
● Data Source:
CranContrib
● Keywords:
● Alias: select.h0
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residuals
(Package: plmm) :
Extract Model Residuals
Extract residuals from a model fitted using a model fitting function plmm or wplmm. resid is an alias.
● Data Source:
CranContrib
● Keywords:
● Alias: resid.plmm, resid.wplmm, residuals.plmm, residuals.wplmm
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Predict the random effects (intercepts) of a model fitted using a model fitting function plmm or wplmm.
● Data Source:
CranContrib
● Keywords:
● Alias: ranef.plmm, ranef.wplmm
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predict
(Package: plmm) :
Conditional or Unconditional Model Prediction
Predict the response values for a set of covariates based on a model fitted using a model fitting function plmm or wplmm.
● Data Source:
CranContrib
● Keywords:
● Alias: predict.plmm, predict.wplmm
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plot
(Package: plmm) :
Nonparametric Function Plot
Create a two or three dimensional plot of the estimated nonparametric function.
● Data Source:
CranContrib
● Keywords:
● Alias: plot.plmm, plot.wplmm
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plmm
(Package: plmm) :
Partially Linear Mixed Effects Model
Fit a partially linear mixed effects model under homoskedastic regression error assumption. plmm returns an object of the ‘plmm’ class.
● Data Source:
CranContrib
● Keywords: nonparametric, regression
● Alias: plmm
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