EconBase
← All papers

Quantile Time Series Regression Models Revisited

Christis Katsouris

arXiv 12 Aug 2023 · Econometrics

arXiv:2308.06617 · PDF · DOI · OpenAlex · Extracted main text

Abstract

This article discusses recent developments in the literature of quantile time series models in the cases of stationary and nonstationary underline stochastic processes.

Citation extraction

152
references
270
in-text mentions
152
distinct cited
5
self-citations
36,417
main-text words

appendix boundary found by appendix_command · 86% of the source is main text. Read the extracted text to check this.

Most heavily cited references

The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.

ReferenceIntensityMentionsSectionsMain text
1Lee, J. H (2016) Predictive quantile regression with persistent covariates: Ivx-qr approach0.874102100%
2Escanciano, J. C. and Velasco, C (2010) Specification tests of parametric dynamic conditional quantiles0.87482100%
3Tobias, A. and Brunnermeier, M. K (2016) Covar0.87452100%
4Katsouris, C (2023) Structural break detection in quantile predictive regression models with persistent covariates self0.81142100%
5Xiao, Z (2009) Quantile cointegrating regression0.81142100%
6Ren, X. and Lu, Z (2020) Local linear quantile regression for time series under near epoch dependence0.7374350%
7Angrist, J., Chernozhukov, V., and Fernández-Val, I (2006) Quantile regression under misspecification, with an application to the us wage structure0.73732100%
8Escanciano, J. C. and Olmo, J (2010) Backtesting parametric value-at-risk with estimation risk0.73732100%
9Katsouris, C (2021) Optimal portfolio choice and stock centrality for tail risk events self0.73732100%
10Katsouris, C (2022) Asymptotic theory for moderate deviations from the unit boundary in quantile autoregressive time series self0.73732100%

Showing the top 10 of 152 scored citations.

Cited by, within the corpus

arXiv econ.EM papers that cite this one, ranked by how heavily they lean on it.

Citing paperIntensityMentionsSections
1Estimating Conditional Value-at-Risk with Nonstationary Quantile Predictive Regression Models1.00054
2Break-Point Date Estimation for Nonstationary Autoregressive and Predictive Regression Models0.40511
3Optimal Estimation Methodologies for Panel Data Regression Models0.40511