The threshold effect of HDI on the relationship between financial development and oil revenues

TE Salari, AAN Meidani, ZS Koshalshahi, AAA Ayask - Resources Policy, 2022 - Elsevier
This paper tried to study the threshold effect of the Human Development Index (HDI) on the
relationship between oil revenues and financial development. For this purpose, the …

Regression discontinuity designs with unknown discontinuity points: Testing and estimation

J Porter, P Yu - Journal of Econometrics, 2015 - Elsevier
The regression discontinuity design has become a common framework among applied
economists for measuring treatment effects. A key restriction of the existing literature is the …

Threshold model with a time‐varying threshold based on Fourier approximation

L Yang, C Lee, IP Chen - Journal of time series analysis, 2021 - Wiley Online Library
Classical threshold models assume that threshold values are constant and stable, which
appears overly restrictive and unrealistic. In this article, we extend Hansen's (2000) constant …

Single-index thresholding in quantile regression

Y Zhang, HJ Wang, Z Zhu - Journal of the American Statistical …, 2022 - Taylor & Francis
Threshold regression models are useful for identifying subgroups with heterogeneous
parameters. The conventional threshold regression models split the sample based on a …

Panel kink threshold regression model with a covariate-dependent threshold

L Yang, C Zhang, C Lee, IP Chen - The Econometrics Journal, 2021 - academic.oup.com
This article extends the kink threshold regression model with a constant threshold to a panel
data framework with a covariate-dependent threshold, where the threshold is modeled as a …

Optimal Estimation Methodologies for Panel Data Regression Models

C Katsouris - arXiv preprint arXiv:2311.03471, 2023 - arxiv.org
This survey study discusses main aspects to optimal estimation methodologies for panel
data regression models. In particular, we present current methodological developments for …

Efficient subgroup testing in change-plane models

X Liu, J Huang, Y Zhou, F Zhang, P Ren - arXiv preprint arXiv:2408.00602, 2024 - arxiv.org
Considered here is a hypothesis test for the coefficients in the change-plane regression
models to detect the existence of a change plane. The test that is considered is from the …

Statistical inference for four-regime segmented regression models

H Yan, SX Chen - The Annals of Statistics, 2024 - projecteuclid.org
Statistical inference for four-regime segmented regression models Page 1 The Annals of
Statistics 2024, Vol. 52, No. 6, 2668–2691 https://doi.org/10.1214/24-AOS2417 © Institute of …

A note on the covariate-dependent kink threshold regression model for panel data

M Zhou, F Ye, Y Li, F Liu, C Wan - Communications in Statistics …, 2025 - Taylor & Francis
This article provides new estimating and testing procedures for the panel covariate-
dependent kink threshold regression model. By utilizing a linearization technique, we …

Threshold nonlinearities and the democracy-growth nexus

C Chen, T Stengos - The Econometrics Journal, 2024 - academic.oup.com
This paper investigates the relationship between democracy and economic growth in the
context of a linear index threshold regression model. We first introduce the baseline model …