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Plug-in Regularized Estimation of High-Dimensional Parameters in Nonlinear Semiparametric Models.
Victor Chernozhukov
Denis Nekipelov
Vira Semenova
Vasilis Syrgkanis
Published in:
CoRR (2018)
Keyphrases
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semi parametric
parametric models
parameter estimation
high dimensional
least squares
linear model
parameter space
statistical inference
data sets
probabilistic model
dimensionality reduction
model selection
objective function
linear regression