Optimal Subset Selection for Transformation Models
Optimal subset selection in a Colr-type transformation model
Default method for computing correlation
Method for computing correlations in mmlts
Compute correlation for initializing the active set
Shit-scale tram method for computing correlation
Optimal subset selection in a cotram model
Optimal subset selection in a Coxph-type transformation model
Optimal subset selection in a Lehmann-type transformation model
Optimal subset selection in an Lm-type transformation model
logLik "tramvs"
Optimal subset selection for multivariate transformation models
Optimal subset selection for transformation models
AIC "tramvs"
Optimal subset selection in a BoxCox-type transformation model
Coef "abess_tram"
Coef "mmltvs"
Coef "tramvs"
Select optimal subset based on high dimensional BIC in mmlts
Plot "tramvs" object
Optimal subset selection in a Polr-type transformation model
Predict "tramvs"
Print "tramvs"
Residuals "tramvs"
SIC generic
SIC "tramvs"
Simulate "tramvs"
Summary "tramvs"
Support "tramvs"
Optimal subset selection in a Survreg model
Select optimal subset based on high dimensional BIC
Greedy optimal subset selection for transformation models (Hothorn et al., 2018, <doi:10.1111/sjos.12291> ) based on the abess algorithm (Zhu et al., 2020, <doi:10.1073/pnas.2014241117> ). Applicable to models from packages 'tram' and 'cotram'. Application to shift-scale transformation models are described in Siegfried et al. (2024, <doi:10.1080/00031305.2023.2203177>).