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Journal of the American Statistical Association, ISSN 0162-1459, 01/2019, Volume 114, Issue 525, pp. 370 - 383
This article proposes a novel paradigm for building regression trees and ensemble learning in survival analysis. Generalizations of the classification and... 
Loss estimation | Risk prediction | Doubly robust | Classification and regression trees (CART) | Random forests | SURVIVAL | STATISTICS & PROBABILITY | Survival analysis | Algorithms | Regression analysis | Robustness (mathematics) | Computer simulation | Survival
Journal Article
Journal of Econometrics, ISSN 0304-4076, 06/2019, Volume 210, Issue 2, pp. 291 - 309
This paper considers robust inference in threshold regression models when the practitioners do not know whether at the threshold point the true specification... 
Kink | Change point | Cube root | Grid bootstrap | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | BOOTSTRAP | CHANGE-POINT | SOCIAL SCIENCES, MATHEMATICAL METHODS | TIME | ECONOMICS | LEAST-SQUARES ESTIMATOR | Monte Carlo method | Analysis | Models | Parameter estimation | Regression analysis | Estimating techniques | Asymptotic methods | Monte Carlo simulation
Journal Article
Journal of Econometrics, ISSN 0304-4076, 11/2018, Volume 207, Issue 1, pp. 30 - 52
In this paper we propose sequential censored quantile regression (SCQR) and sequential instrumental variables censored quantile regression estimators (SIVCQR).... 
Instrumental variable | Censoring | Quantile regression | ENDOGENOUS REGRESSORS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | WAGE STRUCTURE | INFERENCE
Journal Article
Information Sciences, ISSN 0020-0255, 03/2016, Volume 334-335, pp. 307 - 322
In 1993, Hathaway and Bezdek combined switching regressions with fuzzy c-means (FCM) to create fuzzy c-regressions (FCR). The FCR algorithm had been widely... 
Possibilistic clustering | Switching regressions | Possibilistic c-regressions (PCR) | Fuzzy c-regressions | Stepwise PCR | Fuzzy c-means | LINEAR-REGRESSION | ALGORITHM | FUZZY | COMPUTER SCIENCE, INFORMATION SYSTEMS | MULTIVARIATE | MODEL | ESTIMATING MIXTURES | CONSTRAINTS | PLANTS | LIKELIHOOD | Analysis | Algorithms | Mountains | Fuzzy logic | Outliers (statistics) | Noise | Clusters | Fuzzy set theory | Fuzzy | Switching
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 05/2016, Volume 251, Issue 1, pp. 142 - 147
Journal Article
Journal of Business and Economic Statistics, ISSN 0735-0015, 2018, pp. 1 - 18
Journal Article
Journal of Econometrics, ISSN 0304-4076, 09/2018, Volume 206, Issue 1, pp. 1 - 38
Journal Article
Canadian Journal of Statistics, ISSN 0319-5724, 12/2017, Volume 45, Issue 4, pp. 442 - 460
Journal Article
by Yu, F.W and Ho, W.T
International Journal of Refrigeration, ISSN 0140-7007, 02/2019, Volume 98, pp. 182 - 193
Journal Article
Journal of Nonparametric Statistics, ISSN 1048-5252, 10/2014, Volume 26, Issue 4, pp. 617 - 637
We propose a methodology to analyse data arising from a curve that, over its domain, switches among J states. We consider a sequence of response variables,... 
nonparametric regression | mixture of Gaussian processes | latent variables | motorcycle data | Secondary: 62M99 | machine learning | EM algorithm | Primary: 62G08, 62G05 | MIXTURES | MAXIMUM-LIKELIHOOD | GAUSSIAN-PROCESSES | STATISTICS & PROBABILITY | SPLINE | Computer simulation | Methodology | Stochastic processes | Switches | Regression | Mathematical models | Estimates | Switching
Journal Article
Journal of the Royal Statistical Society: Series C (Applied Statistics), ISSN 0035-9254, 08/2019, Volume 68, Issue 4, pp. 941 - 962
Journal Article