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Rate Optimal Estimation and Confidence Intervals for High-dimensional Regression with Missing Covariates.
Yining Wang
Jialei Wang
Sivaraman Balakrishnan
Aarti Singh
Published in:
CoRR (2017)
Keyphrases
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confidence intervals
sample size
high dimensional
regression model
sufficiently small
estimation error
model selection
stopping rules
dynamic programming
markov chain
worst case
stochastic systems
data sets
low dimensional
density estimation
asymptotically optimal
chi square
regression coefficients
optimal solution
test set
limit theorems