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Journal of the American Statistical Association, ISSN 0162-1459, 06/2013, Volume 108, Issue 502, pp. 701 - 712
The traditional linear transformation model assumes a linear relationship between the transformed response and the covariates. However, in real data, this... 
Profiling test | Identifiability | Semiparametric model | Theory and Methods | REGRESSION | TESTS | CENSORED-DATA | R-2 | CLUSTERED DATA | STATISTICS & PROBABILITY | PARTIAL LIKELIHOOD | Transformations (Mathematics) | Analysis
Journal Article
Journal of Econometrics, ISSN 0304-4076, 09/2015, Volume 188, Issue 1, pp. 22 - 39
This paper derives sufficient conditions for nonparametric transformation models to be identified and develops estimators of the identified components. Our... 
Kernel estimation | Special regressor | Endogeneity | Nonparametric identification | Transformation models | REGRESSION | SEMIPARAMETRIC ESTIMATION | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS
Journal Article
Statistics in Medicine, ISSN 0277-6715, 04/2019, Volume 38, Issue 8, pp. 1484 - 1501
Journal Article
Statistical Papers, ISSN 0932-5026, 2019, p. 1
When the distribution of the truncation time is known up to a finite-dimensional parameter vector, many researches have been conducted with the objective to... 
Left truncation | Pseudo-likelihood | Two-stage estimation | Semiparametric transformation model | EM algorithm | Missing data | Economic models | Parameter estimation | Statistical analysis | Computer simulation | Asymptotic properties | Maximum likelihood estimators | Mathematical models | Regression analysis
Journal Article
Statistics in Medicine, ISSN 0277-6715, 10/2019, Volume 38, Issue 23, pp. 4642 - 4655
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 09/2015, Volume 44, Issue 18, pp. 3796 - 3811
Journal Article
Biometrika, ISSN 0006-3444, 06/2016, Volume 103, Issue 2, pp. 253 - 271
Journal Article
by Li, B and Liang, BS and Tong, XW and Sun, JG
STATISTICA SINICA, ISSN 1017-0405, 10/2019, Volume 29, Issue 4, pp. 1963 - 1975
Failure time data occur in many fields and in various forms and, as a result, have been studied extensively by researchers. To handle such data, many... 
smoothing partial rank | varying coefficients | transform model | STATISTICS & PROBABILITY | weighted bootstrap | SEMIPARAMETRIC ANALYSIS | B-splines
Journal Article
STATISTICA SINICA, ISSN 1017-0405, 10/2019, Volume 29, Issue 4, pp. 1851 - 1871
Large cohort studies are often used to investigate the impact of genetic variants or other risk factors on the age at onset (AAO) of a chronic disorder. These... 
semiparametric efficiency | SUSCEPTIBILITY | family data | STATISTICS & PROBABILITY | CARIBBEAN HISPANICS | AFRICAN-AMERICANS | BRCA1 | Alzheimer's disease | multilevel random effects | nonparametric maximum-likelihood estimation | FRAILTY-MODEL | BREAST
Journal Article
Scandinavian Journal of Statistics, ISSN 0303-6898, 09/2018, Volume 45, Issue 3, pp. 682 - 698
Journal Article
Journal of Nonparametric Statistics, ISSN 1048-5252, 04/2018, Volume 30, Issue 2, pp. 308 - 331
Journal Article
Biometrika, ISSN 0006-3444, 12/2013, Volume 100, Issue 4, pp. 859 - 876
We study variable selection in general transformation models for right-censored data. The models studied can incorporate external time-varying covariates, and... 
Adaptive lasso | Censoring | Oracle property | Linear transformation model | Semiparametric efficiency | Proportional odds model | Time-varying covariate | Proportional hazards model | REGRESSION-MODELS | ALGORITHM | STATISTICS & PROBABILITY | ORACLE PROPERTIES | COUNTING-PROCESSES | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | PARTIAL LIKELIHOOD
Journal Article
Statistics and its Interface, ISSN 1938-7989, 2019, Volume 12, Issue 1, pp. 77 - 92
The semiparametric linear transformation (SLT) model is a useful alternative to the proportional hazards ([9]) and proportional odds ([4]) models for studying... 
Right-censoring | Biased-sampling | Semiparametric linear transformation model | Estimating equation | PREVALENT COHORT | REGRESSION | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | ESTIMATING EQUATIONS | NONPARAMETRIC-ESTIMATION | PSEUDO-PARTIAL LIKELIHOOD | MATHEMATICAL & COMPUTATIONAL BIOLOGY | ESTIMATOR
Journal Article
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