Abbreviations and Acronyms

ADB
asymptotic distributional bias
ADR
asymptotic distributional risk
ANOVA
analysis of variance
ARRE
adaptive ridge regression estimator
BLUE
best linear unbiased estimator
c.d.f
cumulative distribution function
D.F.
degrees of freedom
DP
diagonal projection
Eff
Efficiency
GCV
generalized cross validation
GRRE
generalized ridge regression estimator
HTE
hard threshold estimator
LASSO
least absolute shrinkage and selection operator
LSE
least squares estimator
MLASSO
modified least absolute shrinkage and selection operator
MLE
maximum likelihood estimator
MSE
mean squared error
p.d.f.
probability density function
PLM
partially linear regression
PLS
penalized least squares
PRSE
positive‐rule Stein‐type estimator
PTE
preliminary test estimator
REff
relative efficiency
RHS
right‐hand side
RLSE
restricted least squares estimator
RRE
ridge regression estimator
RSS
residual sum of squares
SE
Stein‐type estimator
STE
soft threshold estimator
SVD
singular value decomposition
VIF
variance inflation factor
w.r.t.
with respect to
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