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Structural break-aware pairs trading strategy using deep reinforcement learning. [PDF]

open access: yesJ Supercomput, 2022
Pairs trading is an effective statistical arbitrage strategy considering the spread of paired stocks in a stable cointegration relationship. Nevertheless, rapid market changes may break the relationship (namely structural break), which further leads to ...
Lu JY   +8 more
europepmc   +2 more sources

Structural Break Tests Robust to Regression Misspecification [PDF]

open access: yesEconometrics, 2018
Structural break tests for regression models are sensitive to model misspecification. We show—analytically and through simulations—that the sup Wald test for breaks in the conditional mean and variance of a time series process exhibits severe
Alaa Abi Morshed   +2 more
doaj   +5 more sources

The contribution of structural break models to forecasting macroeconomic series [PDF]

open access: yes, 2014
This paper compares the forecasting performance of different models which have been proposed for forecasting in the presence of structural breaks. These models differ in their treatment of the break process, the model which applies in each regime and the
Ang   +18 more
core   +2 more sources

Break It Down: Evidence for Structural Compositionality in Neural Networks [PDF]

open access: yesNeural Information Processing Systems, 2023
Many tasks can be described as compositions over subroutines. Though modern neural networks have achieved impressive performance on both vision and language tasks, we know little about the functions that they implement.
Michael A. Lepori   +2 more
semanticscholar   +1 more source

Spatial and temporal pattern of rice yield growth in Asian countries from 1961 to 2016: An exploratory econometric analysis [PDF]

open access: yesEkonomika Poljoprivrede (1979), 2021
The present paper attempts to find out the spatial and temporal movement of rice yield in twelve countries in Asia which is its lifeline over the period 1961 to 2016 by following Bai-Perron multiple structural break tests. The results based on endogenous
Mukhopadhyay Debabrata
doaj   +1 more source

The impact of public education spending on economic growth in Central and Eastern Europe. An ARDL approach with structural break

open access: yesEconomic Research-Ekonomska Istraživanja, 2022
The former communist states experienced a period of turbulence in the transition to the market economy and then the accession to the EU, turbulences that also influenced the education sector.
A. Nuta, D. Lupu, F. Nuță
semanticscholar   +1 more source

Testing the consistency of asymmetric interest rate pass-through: The case of Indonesia

open access: yesCogent Economics & Finance, 2023
This paper investigates the consistency of asymmetric interest rate past-trough (IRPT) using a nonlinear autoregressive distributed lag framework. Superior to the previous studies, this study exploits the historical profile of Indonesia to enrich the ...
R. Dimas Bagas Herlambang   +2 more
doaj   +1 more source

Do Sectoral Growth Promote CO2 Emissions in Pakistan? Time Series Analysis in Presence of Structural Break

open access: yesInternational Journal of Energy Economics and Policy, 2022
This study has examined the impact of sectoral growth on CO2 emissions in the case of Pakistan from 1970 to 2019. ADF and PP unit root tests have been applied to check the stationarity of the data series, whereas the Zivot-Andrew structural break unit ...
Amjad Ali   +3 more
semanticscholar   +1 more source

KREDİ TEMERRÜT SWAPLARI (CDS) VE FED PARA POLİTİKALARININ TÜRK TAHVİL FAİZLERİ ÜZERİNDEKİ ETKİLERİ: YAPISAL KIRILMALI BİR EKONOMETRİK ANALİZ

open access: yesMehmet Akif Ersoy Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 2022
Bu çalışmada CDS'lerin ve FED para politikalarının Türk tahvil faizleri üzerindeki etkileri, 2010:M03-2021:M02 dönemi için yapısal kırılmalı zaman serisi analizi yöntemleriyle analiz edilmiştir.
Ömer Akçayır
doaj   +1 more source

Covid-19 Salgınının Türkiye’nin Dış Ticaretine Etkisi: Bir Yapısal Kırılma Analizi

open access: yesİzmir İktisat Dergisi, 2021
2019 yılının Aralık ayında Çin’in Wuhan şehrinde ortaya çıkan Covid-19 virüsü 2020 yılı ile küresel bir salgına dönüşmüştür. Küresel salgından birçok ülke ekonomisi olumsuz etkilenmiştir.
Erdem Ateş
doaj   +1 more source

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