Oil prices, US stock return, and the dependence between their quantiles

N Sim, H Zhou - Journal of Banking & Finance, 2015 - Elsevier
In this article, we examine the relationship between oil prices and US equities by proposing
a novel quantile-on-quantile (QQ) approach to construct estimates of the effect that the …

[图书][B] The Oxford handbook of panel data

BH Baltagi - 2015 - books.google.com
The Oxford Handbook of Panel Data examines new developments in the theory and
applications of panel data. It includes basic topics like non-stationary panels, co-integration …

Quantile correlations and quantile autoregressive modeling

G Li, Y Li, CL Tsai - Journal of the American Statistical Association, 2015 - Taylor & Francis
In this article, we propose two important measures, quantile correlation (QCOR) and quantile
partial correlation (QPCOR). We then apply them to quantile autoregressive (QAR) models …

Semiparametric estimation and testing of smooth coefficient spatial autoregressive models

E Malikov, Y Sun - Journal of Econometrics, 2017 - Elsevier
This paper considers a flexible semiparametric spatial autoregressive (mixed-regressive)
model in which unknown coefficients are permitted to be nonparametric functions of some …

Nonparametric estimation and inference on conditional quantile processes

Z Qu, J Yoon - Journal of Econometrics, 2015 - Elsevier
This paper presents estimation methods and asymptotic theory for the analysis of a
nonparametrically specified conditional quantile process. Two estimators based on local …

A quantile correlated random coefficients panel data model

BS Graham, J Hahn, A Poirier, JL Powell - Journal of Econometrics, 2018 - Elsevier
We propose a generalization of the linear quantile regression model to accommodate
possibilities afforded by panel data. Specifically, we extend the correlated random …

Does the impact of carbon price determinants change with the different quantiles of carbon prices? Evidence from China ETS pilots

W Chu, S Chai, X Chen, M Du - Sustainability, 2020 - mdpi.com
Since carbon price volatility is critical to the risk management of the CO2 emissions trading
market, research has focused on energy prices and macroeconomic drivers which cause …

Quantile regression with panel data

BS Graham, J Hahn, A Poirier, JL Powell - 2015 - nber.org
We propose a generalization of the linear quantile regression model to accommodate
possibilities afforded by panel data. Specifically, we extend the correlated random …

Robust estimation and variable selection for semiparametric partially linear varying coefficient model based on modal regression

R Zhang, W Zhao, J Liu - Journal of Nonparametric Statistics, 2013 - Taylor & Francis
The semiparametric partially linear varying coefficient models (SPLVCM) are frequently
used in statistical modelling, but most existing methods were built on either the least-square …

Robust and efficient variable selection for semiparametric partially linear varying coefficient model based on modal regression

W Zhao, R Zhang, J Liu, Y Lv - Annals of the Institute of Statistical …, 2014 - Springer
Semiparametric partially linear varying coefficient models (SPLVCM) are frequently used in
statistical modeling. With high-dimensional covariates both in parametric and nonparametric …