Assessment of Case Influence in the Lasso with a Case-weight Adjusted Solution Path

Zhenbang Jiao, Yoonkyung Lee

We study case influence in the Lasso regression using Cook's distance which measures overall change in the fitted values when one observation is deleted. Unlike in ordinary least s…