Flexible semi-parametric quantile regression models

Flexible semi-parametric quantile regression models

This work involves interquantile identification and variable selection in two semi-parametric quantile regression models, an additive model and an additive coefficient model. In the first part, we investigate the commonality of non-parametric component functions among different quantile levels in ad...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoir:	Fan, Zengyan
Rannpháirtithe:	Lian Heng
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	2017
Ábhair:	DRNTU::Science::Mathematics
Rochtain ar líne:	http://hdl.handle.net/10356/72695

Míreanna comhchosúla

Quantile regression for additive coefficient models in high dimensions
de réir: Fan, Zengyan, et al.
Foilsithe / Cruthaithe: (2020)

Efficient algorithms for Bayesian semi-parametric regression models
de réir: Zhao Kaifeng
Foilsithe / Cruthaithe: (2015)

Bayesian quantile regression for semiparametric models
de réir: Hu, Yuao
Foilsithe / Cruthaithe: (2013)

Model-based quantile regression for count panel data
de réir: Zhang, Chuchu
Foilsithe / Cruthaithe: (2019)

Semiparametric estimation of additive quantile regression models by two-fold penalty
de réir: Lian, Heng
Foilsithe / Cruthaithe: (2013)

Quantile regression /
de réir: Koenker, Roger, 1947-
Foilsithe / Cruthaithe: (2005)

A note on the consistency of Schwarz’s criterion in linear quantile regression with the SCAD penalty
de réir: Lian, Heng
Foilsithe / Cruthaithe: (2013)

The composite quantile regression for longitudinal data using the mixture of asymmetric laplace distributions
de réir: Jin, Ye
Foilsithe / Cruthaithe: (2019)

Penalized quantile regression for ΔCoVaR
de réir: Zhu, Jianfei
Foilsithe / Cruthaithe: (2019)

Quantile regression for survival data with covariates subject to detection limits
de réir: Yu, Tonghui, et al.
Foilsithe / Cruthaithe: (2021)

Quantile Regression Forests.
de réir: Meinshausen, N
Foilsithe / Cruthaithe: (2006)

A hybrid model of kernel density estimation and quantile regression for GEFCom2014 probabilistic load forecasting
de réir: Haben, S, et al.
Foilsithe / Cruthaithe: (2015)

A New Three-Parameter Flexible Unit Distribution and Its Quantile Regression Model
de réir: Mustapha Muhammad, et al.
Foilsithe / Cruthaithe: (2024-01-01)

ReModels: Quantile Regression Averaging models
de réir: Grzegorz Zakrzewski, et al.
Foilsithe / Cruthaithe: (2024-12-01)

Variable selection in parametric and semiparametric models
de réir: Lin, Bingqing
Foilsithe / Cruthaithe: (2014)

Instrumental variable quantile regression
de réir: Chernozhukov, Victor, et al.
Foilsithe / Cruthaithe: (2011)

Quantile regression with censoring and endogeneity
de réir: Fernández-Val, Iván, et al.
Foilsithe / Cruthaithe: (2018)

Quantile regression : theory and applications /
de réir: Davino, Cristina, et al.
Foilsithe / Cruthaithe: (2013)

Errors in the Dependent Variable of Quantile Regression Models
de réir: Hausman, Jerry, et al.
Foilsithe / Cruthaithe: (2022)

Bayesian quantile regression for single-index models
de réir: Hu, Yuao, et al.
Foilsithe / Cruthaithe: (2013)

Finite sample inference for quantile regression models
de réir: Chernozhukov, Victor, et al.
Foilsithe / Cruthaithe: (2011)

Finite sample inference for quantile regression models
de réir: Hansen, Christian, et al.
Foilsithe / Cruthaithe: (2016)

Short-term forecasting of solar irradiance using decision tree-based models and non-parametric quantile regression.
de réir: Amon Masache, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Empirical Mode Decomposition Combined with Local Linear Quantile Regression for Automatic Boundary Correction
de réir: M. Jaber, Abobaker, et al.
Foilsithe / Cruthaithe: (2014)

Tree-Structured and Direct Parametric Regression Models for the Subdistribution of Competing Risks
de réir: Kudus, Abdul
Foilsithe / Cruthaithe: (2008)

Application of Empirical Mode Decomposition with Local Linear Quantile Regression in Financial Time Series Forecasting
de réir: M. Jaber, Abobaker, et al.

Fast algorithms for the quantile regression process
de réir: Chernozhukov, Victor, et al.
Foilsithe / Cruthaithe: (2021)

Inference on quantile regression process : an alternative
de réir: Chernozhukov, Victor
Foilsithe / Cruthaithe: (2011)

Parametric inversion of spin currents in semiconductor microcavities
de réir: Flayac, H., et al.
Foilsithe / Cruthaithe: (2013)

Elastic net penalized Quantile Regression Model and Empirical Mode Decomposition for Improving the Accuracy of the Model Selection
de réir: Ali S.A. Ambark, et al.
Foilsithe / Cruthaithe: (2023)

Semiparametric analysis of regression models for longitudinal data
de réir: Gu, Xiecheng
Foilsithe / Cruthaithe: (2013)

OLS regression
de réir: Leong, Ivan Shih Lun.
Foilsithe / Cruthaithe: (2011)

Vector quantile regression beyond the specified case
de réir: Carlier, Guillaume, et al.
Foilsithe / Cruthaithe: (2019)

Quantile regression approach to generating prediction intervals.
de réir: Taylor, J, et al.
Foilsithe / Cruthaithe: (1999)

Bayesian nonparametric quantile regression using splines
de réir: Thompson, P, et al.
Foilsithe / Cruthaithe: (2010)

Group Identification and Variable Selection in Quantile Regression
de réir: Ali Alkenani, et al.
Foilsithe / Cruthaithe: (2019-01-01)

Power Prior Elicitation in Bayesian Quantile Regression
de réir: Rahim Alhamzawi, et al.
Foilsithe / Cruthaithe: (2011-01-01)

Quantile Regression and Beyond in Statistical Analysis of Data
de réir: Rahim Alhamzawi, et al.
Foilsithe / Cruthaithe: (2019-01-01)

Least quantile regression via modern optimization
de réir: Mazumder, Rahul, et al.
Foilsithe / Cruthaithe: (2015)

Smoothing Estimation of Parameters in Censored Quantile Linear Regression Model
de réir: Mingquan Wang, et al.
Foilsithe / Cruthaithe: (2025-01-01)