Principal component-guided sparse reduced-rank regression

Kanji Goto, Shintaro Yuki, Kensuke Tanioka +1

Reduced-rank regression estimates regression coefficients by imposing a low-rank constraint on the matrix of regression coefficients, thereby accounting for correlations among resp…