basefun - Infrastructure for Computing with Basis Functions
Some very simple infrastructure for basis functions.
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5.03 score 10 dependents 21 scripts 6.3k downloadsvariables - Variable Descriptions
Abstract descriptions of (yet) unobserved variables.
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4.96 score 11 dependents 16 scripts 6.4k downloadstbm - Transformation Boosting Machines
Boosting the likelihood of conditional and shift transformation models as introduced in <DOI:10.1007/s11222-019-09870-4>.
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3.43 score 8 scripts 589 downloadstrtf - Transformation Trees and Forests
Recursive partytioning of transformation models with corresponding random forest for conditional transformation models as described in 'Transformation Forests' (Hothorn and Zeileis, 2021, <doi:10.1080/10618600.2021.1872581>) and 'Top-Down Transformation Choice' (Hothorn, 2018, <DOI:10.1177/1471082X17748081>).
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3.28 score 12 scripts 5.9k downloadstramvs - Optimal Subset Selection for Transformation Models
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>).
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2.00 score 9 scripts 1.0k downloads