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mltpy

  • Installation
  • Quick start
  • Flexible normal-distribution regression with Box-Cox
  • Survival analysis with Coxph
  • Conditional transformation model with covariates
    • Interacting terms — non-proportional hazards and stratified baselines
    • Scaling terms — heteroskedastic regression and non-proportional survival
    • Profile-likelihood CIs — Wald vs. profile vs. sandwich
    • variables
    • basis
    • constraints
    • likelihood
    • optimizer
    • model
    • tram
    • ADR 0001 — Tensor-Product Interaction Basis
    • ADR 0002 — Scaling Terms (Heteroskedastic CTMs)
    • Citation
  • GitHub
  • PyPI
  • Installation
  • Quick start
  • Flexible normal-distribution regression with Box-Cox
  • Survival analysis with Coxph
  • Conditional transformation model with covariates
  • Interacting terms — non-proportional hazards and stratified baselines
  • Scaling terms — heteroskedastic regression and non-proportional survival
  • Profile-likelihood CIs — Wald vs. profile vs. sandwich
  • variables
  • basis
  • constraints
  • likelihood
  • optimizer
  • model
  • tram
  • ADR 0001 — Tensor-Product Interaction Basis
  • ADR 0002 — Scaling Terms (Heteroskedastic CTMs)
  • Citation
  • GitHub
  • PyPI
  • Overview: module code

All modules for which code is available

  • mltpy.basis
  • mltpy.constraints
  • mltpy.likelihood
  • mltpy.model
  • mltpy.optimizer
  • mltpy.tram
  • mltpy.variables

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