ENC

λ
_{
ENC
}

None

Influential variables

\(\left.\vphantom {\frac {\frac {\sum \limits ^{\frac {\sum \limits ^{2}_{3}} {1}}_{1}}{\sum \limits ^{2}_{3}}}{1_{3}^{4}}}\right \}\text {Frequentist}\ (l_{1}, l_{2}\ \text {penalties})\)

quadrupen, glmnet

PS

λ
_{
MB
}

\(\left.\vphantom {\frac {\sum \limits ^{2}_{3}}{1_{1}^{\frac {1}{2}}}}\text {Subsampling}\right \}\)

Influential variables
  
LS

λ
_{
ENC
}
 
Inclusion probabilities
  
SS

Λ
 
Inclusion probabilities
  
PR

λ
_{
MB
}

\(\left.\vphantom {\frac {\sum \limits ^{2}_{3}}{1_{1}^{\frac {1}{2}}}}\right \}\text {Resampling}\)

Influential variables
  
LR

λ
_{
ENC
}
 
Inclusion probabilities
  
SR

Λ
 
Inclusion probabilities
  
BMA

E
M
S=1

\(\left.\vphantom {\frac {\sum \limits ^{2}}{1_{3}}}\right \}\text {MCMC}\)

Inclusion probabilities

\(\left.\vphantom {\frac {\sum \limits ^{2}}{1_{3}}}\right \}\text {Bayesian (Spike \& slab prior)}\)

BoomSpikeSlab

BMAC

E
M
S
_{
CV
}
 
Inclusion probabilities
  