scheme,model,oos_loglik,auc,brier,calibration_slope forward,B0 FE+X,-0.4246547751619261,0.7224525525908909,0.13746666776446928,0.789993565843857 forward,B1 D,-0.4237703614766572,0.7237657236804038,0.13714512586854524,0.7871895726084222 forward,B2 K,-0.44369520466569873,0.7244455314274879,0.14570599552546,0.772122098003542 forward,B4 persistence,-0.4265041293462293,0.7182053236915453,0.1382970938776984,0.7806592736441265 forward,B5 D+K,-0.4430886716759921,0.7260798434831278,0.14559111050022489,0.7657909665040991 forward,C1 P,-0.42157021339487505,0.7317941547687582,0.13639852541244865,0.7902645924540143 loro,B0 FE+X,-0.5267953820101368,0.670764424091791,0.14230310060020687,0.3964683496849264 loro,B1 D,-0.5282450717280048,0.6709287617451875,0.14277439549980825,0.39557827242269483 loro,B2 K,-0.5168122151208124,0.6765348361975367,0.1398885752284145,0.3945380368095796 loro,B4 persistence,-0.5249256488993188,0.6705679725594504,0.14199973925141574,0.40420702520334784 loro,B5 D+K,-0.5188298107325826,0.6790086611897616,0.14056292694945763,0.3933225408504259 loro,C1 P,-0.5296387817909944,0.6778979418695146,0.1433629329290356,0.39186565091875053