Most Likely Transformations
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Publication:4637094
DOI10.1111/sjos.12291zbMath1421.62141arXiv1508.06749OpenAlexW1916318312MaRDI QIDQ4637094
Lisa Möst, Torsten Hothorn, Peter Bühlmann
Publication date: 17 April 2018
Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1508.06749
truncationtransformation modelcensoringconditional distribution functionconditional quantile functiondistribution regression
Nonparametric regression and quantile regression (62G08) Density estimation (62G07) Asymptotic distribution theory in statistics (62E20) Point estimation (62F10) Censored data models (62N01) Estimation in survival analysis and censored data (62N02)
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Distributional anchor regression, Quasi-Monte Carlo Methods for Binary Event Models with Complex Family Data, Predictive Distribution Modeling Using Transformation Forests, Probabilistic Time Series Forecasts with Autoregressive Transformation Models, Transformation boosting machines, Top-down transformation choice
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Cites Work
- Unnamed Item
- The Bernstein polynomial basis: a centennial retrospective
- A new method for generating families of continuous distributions
- Nondissipative and energy-stable high-order finite-difference interface schemes for 2-D patch-refined grids
- Application of Bernstein polynomials for smooth estimation of a distribution and density function
- On the maximum penalized likelihood approach for proportional hazard models with right censored survival data
- A Bayesian semiparametric transformation model incorporating frailties
- Efficient sieve maximum likelihood estimation of time-transformation models
- Estimation of a semiparametric transformation model
- Nonparametric Estimation of Conditional Distributions and Rank-Tracking Probabilities With Time-Varying Transformation Models in Longitudinal Studies
- On a Correspondence between Models in Binary Regression Analysis and in Survival Analysis
- “Smooth” Semiparametric Regression Analysis for Arbitrarily Censored Time-to-Event Data
- Empirical Likelihood Inference for the Cox Model with Time‐dependent Coefficients via Local Partial Likelihood
- Sinh-arcsinh distributions
- An Extension of the Proportional-Hazards Model for Grouped Data
- Analysis of transformation models with censored data
- Predicting Survival Probabilities With Semiparametric Transformation Models
- Semiparametric Mixed-Effects Models for Clustered Failure Time Data
- Asymptotic Statistics
- A Class of Discrete Transformation Survival Models With Application to Default Probability Prediction
- Semiparametric Estimation of a Regression Model with an Unknown Transformation of the Dependent Variable
- Hazard Regression
- A General Class of Semiparametric Transformation Frailty Models for Nonproportional Hazards Survival Data
- Misspecification Testing in a Class of Conditional Distributional Models
- Joint Estimation of the Mean and Error Distribution in Generalized Linear Models
- Maximum Likelihood Estimation in Semiparametric Regression Models with Censored Data
- A variable selection approach to monotonic regression with Bernstein polynomials
- Inference on Counterfactual Distributions
- Bayesian Survival Analysis Using Bernstein Polynomials
- Probabilistic Index Models
- Conditional Transformation Models
- Maximum Likelihood Estimation for the Proportional Odds Model With Random Effects