Answer the following statements with TRUE or FALSE. ? (16) In linear regression, BIC works the same

Answer the following statements with TRUE or FALSE.

?

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(16) In linear regression, BIC works the same way as AIC, but in general selects a smaller model than AIC does. (17) LASSO can only work when the number of covariates (or dimension) p is larger than the sample size n. (18) Let X be an x p matrix with n < p. The inverse of XTX does NOT exist. (19) The inverse (X"X+AI)-l in the ridge estimator 3,idge always exists for any A> 0. (X"X+AI)-'X"Y (20) With appropriate tuning, LASSO estimators can have zero values in the esti- mated regression coefficients. (16) In linear regression, BIC works the same way as AIC, but in general selects a smaller model than AIC does. (17) LASSO can only work when the number of covariates (or dimension) p is larger than the sample size n. (18) Let X be an x p matrix with n < p. The inverse of XTX does NOT exist. (19) The inverse (X"X+AI)-l in the ridge estimator 3,idge always exists for any A> 0. (X"X+AI)-'X"Y (20) With appropriate tuning, LASSO estimators can have zero values in the esti- mated regression coefficients.

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Answer 16 True AIC and BIC both ... View the full answer