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Medical Physics, ISSN 0094-2405, 03/2018, Volume 45, Issue 3, pp. 1123 - 1134
Purpose Many biological objects, including neuronal dendrites, blood vasculature, airways, phylogenetic trees, produce tree structured data. Current methods of... 
arterial branching | tree structure | semi‐parametric regression | branching process | semi-parametric regression | WHITE-MATTER | CORTEX | ADULTS | PATHOLOGY | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | LESIONS
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 02/2020, Volume 142, p. 106818
This paper considers regression models with censored data where the dependent variable T and the censoring variable C are both assumed to follow a multi-index... 
Censored data | Local polynomial smoothing | Redistribution-of-mass | Cross-validation | Sufficient dimension reduction | Quantile regression | Semi-parametric models | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | STATISTICS & PROBABILITY | ASYMPTOTICS | VARIABLE SELECTION
Journal Article
JOURNAL OF STATISTICAL SOFTWARE, ISSN 1548-7660, 11/2017, Volume 81, Issue 12, pp. 1 - 23
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 01/2016, Volume 93, pp. 162 - 176
A semi-parametric mixture of quantile regressions model is proposed to allow regressions of the conditional quantiles, such as the median, on the covariates... 
Mixture model | Kernel density estimation | Multiple imputation | Quantile regression | EM algorithm | Semi-parametric model | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | MODELS | STATISTICS & PROBABILITY | CLUSTERWISE LINEAR-REGRESSION | Analysis | Algorithms
Journal Article
Journal of Statistical Software, ISSN 1548-7660, 2018, Volume 84, Issue 4, pp. 1 - 30
Journal Article
Journal of Econometrics, ISSN 0304-4076, 2011, Volume 161, Issue 2, pp. 203 - 207
The recent scholarly attention to the regression-discontinuity design has focused exclusively on the application of a single assignment variable. In many... 
Treatment effects | Semi-parametric estimation | Regression discontinuity | SCHOOL EXIT EXAM | DESIGN | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | STUDENT-ACHIEVEMENT | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | LIFE | Regression discontinuity Semi-parametric estimation Treatment effects
Journal Article
Journal of Environmental Sciences, ISSN 1001-0742, 01/2019, Volume 75, pp. 201 - 208
Journal Article
Statistical Modelling, ISSN 1471-082X, 6/2018, Volume 18, Issue 3-4, pp. 219 - 247
Bayesian methods have become increasingly popular in the past two decades. With the constant rise of computational power, even very complex models can be... 
Generalized additive models for location | tutorial | distributional regression | Markov chain Monte Carlo simulations | scale and shape | semi-parametric regression | CALIBRATION | MODELS | generalized additive models for location | STRUCTURED ADDITIVE REGRESSION | STATISTICS & PROBABILITY | SIMULATIONS | RUN LENGTH CONTROL
Journal Article
Journal of Multivariate Analysis, ISSN 0047-259X, 04/2017, Volume 156, pp. 89 - 102
In this paper, we consider a generalized multivariate regression problem where the responses are some functions of linear transformations of predictors. We... 
Coefficient of agreement | Semi-parametric regression | Rank correlation | Kendall-type measure | Generalized multivariate regression | DIMENSION REDUCTION | STATISTICS & PROBABILITY | U-PROCESSES | RANK | SELECTION | Analysis | Algorithms
Journal Article
The Annals of Applied Statistics, ISSN 1932-6157, 9/2008, Volume 2, Issue 3, pp. 1013 - 1033
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