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...

Bibliografske podrobnosti
Glavni avtor:	Fan, Zengyan
Drugi avtorji:	Lian Heng
Format:	Thesis
Jezik:	English
Izdano:	2017
Teme:	DRNTU::Science::Mathematics
Online dostop:	http://hdl.handle.net/10356/72695

Podobne knjige/članki

Quantile regression for additive coefficient models in high dimensions
od: Fan, Zengyan, et al.
Izdano: (2020)

Efficient algorithms for Bayesian semi-parametric regression models
od: Zhao Kaifeng
Izdano: (2015)

Bayesian quantile regression for semiparametric models
od: Hu, Yuao
Izdano: (2013)

Model-based quantile regression for count panel data
od: Zhang, Chuchu
Izdano: (2019)

Semiparametric estimation of additive quantile regression models by two-fold penalty
od: Lian, Heng
Izdano: (2013)

Quantile regression /
od: Koenker, Roger, 1947-
Izdano: (2005)

A note on the consistency of Schwarz’s criterion in linear quantile regression with the SCAD penalty
od: Lian, Heng
Izdano: (2013)

The composite quantile regression for longitudinal data using the mixture of asymmetric laplace distributions
od: Jin, Ye
Izdano: (2019)

Penalized quantile regression for ΔCoVaR
od: Zhu, Jianfei
Izdano: (2019)

Quantile regression for survival data with covariates subject to detection limits
od: Yu, Tonghui, et al.
Izdano: (2021)

Quantile Regression Forests.
od: Meinshausen, N
Izdano: (2006)

A hybrid model of kernel density estimation and quantile regression for GEFCom2014 probabilistic load forecasting
od: Haben, S, et al.
Izdano: (2015)

A New Three-Parameter Flexible Unit Distribution and Its Quantile Regression Model
od: Mustapha Muhammad, et al.
Izdano: (2024-01-01)

ReModels: Quantile Regression Averaging models
od: Grzegorz Zakrzewski, et al.
Izdano: (2024-12-01)

Variable selection in parametric and semiparametric models
od: Lin, Bingqing
Izdano: (2014)

Instrumental variable quantile regression
od: Chernozhukov, Victor, et al.
Izdano: (2011)

Quantile regression with censoring and endogeneity
od: Fernández-Val, Iván, et al.
Izdano: (2018)

Quantile regression : theory and applications /
od: Davino, Cristina, et al.
Izdano: (2013)

Errors in the Dependent Variable of Quantile Regression Models
od: Hausman, Jerry, et al.
Izdano: (2022)

Bayesian quantile regression for single-index models
od: Hu, Yuao, et al.
Izdano: (2013)

Finite sample inference for quantile regression models
od: Chernozhukov, Victor, et al.
Izdano: (2011)

Finite sample inference for quantile regression models
od: Hansen, Christian, et al.
Izdano: (2016)

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

Empirical Mode Decomposition Combined with Local Linear Quantile Regression for Automatic Boundary Correction
od: M. Jaber, Abobaker, et al.
Izdano: (2014)

Tree-Structured and Direct Parametric Regression Models for the Subdistribution of Competing Risks
od: Kudus, Abdul
Izdano: (2008)

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

Fast algorithms for the quantile regression process
od: Chernozhukov, Victor, et al.
Izdano: (2021)

Inference on quantile regression process : an alternative
od: Chernozhukov, Victor
Izdano: (2011)

Parametric inversion of spin currents in semiconductor microcavities
od: Flayac, H., et al.
Izdano: (2013)

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

Semiparametric analysis of regression models for longitudinal data
od: Gu, Xiecheng
Izdano: (2013)

OLS regression
od: Leong, Ivan Shih Lun.
Izdano: (2011)

Vector quantile regression beyond the specified case
od: Carlier, Guillaume, et al.
Izdano: (2019)

Quantile regression approach to generating prediction intervals.
od: Taylor, J, et al.
Izdano: (1999)

Bayesian nonparametric quantile regression using splines
od: Thompson, P, et al.
Izdano: (2010)

Group Identification and Variable Selection in Quantile Regression
od: Ali Alkenani, et al.
Izdano: (2019-01-01)

Power Prior Elicitation in Bayesian Quantile Regression
od: Rahim Alhamzawi, et al.
Izdano: (2011-01-01)

Quantile Regression and Beyond in Statistical Analysis of Data
od: Rahim Alhamzawi, et al.
Izdano: (2019-01-01)

Least quantile regression via modern optimization
od: Mazumder, Rahul, et al.
Izdano: (2015)

Smoothing Estimation of Parameters in Censored Quantile Linear Regression Model
od: Mingquan Wang, et al.
Izdano: (2025-01-01)