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Relevant bibliographies by topics / Partial Granger causality

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Academic literature on the topic 'Partial Granger causality'

Author: Grafiati

Published: 2 June 2025

Last updated: 31 July 2025

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Journal articles on the topic "Partial Granger causality"

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CEVHER, Erdogan. "causfinder: An R package for Systemwise Analysis of Conditional and Partial Granger Causalities." International Journal of Science and Advanced Technology 4, no. 10 (2014): 6–15. https://doi.org/10.5281/zenodo.35599.

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Multivariate Granger causality analysis is the study where at least one of the sets of independent and dependent variables includes more than 1 variable when these variables are conditioned on third set of variables in the analyzed system. causfinder reveals – via systemwise approaching the G-causalities – all conditional and partial Granger causalities in the system in any desired pattern formed by various distributions of these variables to these three sets. It also reveals the character of variables from more independent variables to dependent ones with the degrees and direction

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YURDAKUL, Funda, and Erdogan CEVHER. "Determinants of Current Account Deficit in Turkey: The Conditional and Partial Granger Causality Approach." Procedia Economics and Finance 26, no. 2015 (2015): 92–100. https://doi.org/10.1016/S2212-5671(15)00884-9.

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This study aims to reveal the causality relations between the macro aggregates that affect current deficit using conditional and partial Granger causality test. Current deficit/GDP, growth rate, real effective exchange rate, direct foreign capital investment, openness, and energy import were selected as variables for this purpose. 2003.1-2014.2 quarterly data for Turkey’s economy were used for analysis. The results of the conditional and partial Granger causality test demonstrate that real effective exchange rate is the variable with greatest impact on current deficit

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Baccalá, Luiz A., and Koichi Sameshima. "Frequency Domain Repercussions of Instantaneous Granger Causality." Entropy 23, no. 8 (2021): 1037. http://dx.doi.org/10.3390/e23081037.

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Using directed transfer function (DTF) and partial directed coherence (PDC) in the information version, this paper extends the theoretical framework to incorporate the instantaneous Granger causality (iGC) frequency domain description into a single unified perspective. We show that standard vector autoregressive models allow portraying iGC’s repercussions associated with Granger connectivity, where interactions mediated without delay between time series can be easily detected.

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Guo, Shuixia, Anil K. Seth, Keith M. Kendrick, Cong Zhou, and Jianfeng Feng. "Partial Granger causality—Eliminating exogenous inputs and latent variables." Journal of Neuroscience Methods 172, no. 1 (2008): 79–93. http://dx.doi.org/10.1016/j.jneumeth.2008.04.011.

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Elsegai, Heba. "Granger-Causality Inference of the Existence of Unobserved Important Components in Network Analysis." Entropy 23, no. 8 (2021): 994. http://dx.doi.org/10.3390/e23080994.

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Detecting causal interrelationships in multivariate systems, in terms of the Granger-causality concept, is of major interest for applications in many fields. Analyzing all the relevant components of a system is almost impossible, which contrasts with the concept of Granger causality. Not observing some components might, in turn, lead to misleading results, particularly if the missing components are the most influential and important in the system under investigation. In networks, the importance of a node depends on the number of nodes connected to this node. The degree of centrality is the mos

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Nicola, Giancarlo, Paola Cerchiello, and Tomaso Aste. "Information Network Modeling for U.S. Banking Systemic Risk." Entropy 22, no. 11 (2020): 1331. http://dx.doi.org/10.3390/e22111331.

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In this work we investigate whether information theory measures like mutual information and transfer entropy, extracted from a bank network, Granger cause financial stress indexes like LIBOR-OIS (London Interbank Offered Rate-Overnight Index Swap) spread, STLFSI (St. Louis Fed Financial Stress Index) and USD/CHF (USA Dollar/Swiss Franc) exchange rate. The information theory measures are extracted from a Gaussian Graphical Model constructed from daily stock time series of the top 74 listed US banks. The graphical model is calculated with a recently developed algorithm (LoGo) which provides very

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Yao, Can-Zhong, Qing-Wen Lin, and Ji-Nan Lin. "A study of industrial electricity consumption based on partial Granger causality network." Physica A: Statistical Mechanics and its Applications 461 (November 2016): 629–46. http://dx.doi.org/10.1016/j.physa.2016.06.072.

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Gyimah, Justice, Maclean Kwasi Fiati, Ujunwa Angela Nwigwe, Amenyawu Enyonam Vanessa, and Xilong Yao. "Exploring the impact of renewable energy on economic growth and carbon emissions: Evidence from partial least squares structural equation modeling." PLOS ONE 18, no. 12 (2023): e0295563. http://dx.doi.org/10.1371/journal.pone.0295563.

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The concern for environmental sustainability comes along with sustainable energy for consumption. Therefore, this study aims to explore the direct and indirect effects of renewable energy on economic growth and carbon emissions by employing Partial Least Square Structure Equation Modeling and Granger Causality Test and the data for this study is from 1990 to 2021. The results from the Partial Least Squares Structure Equation Modeling indicate that renewable energy consumption causes carbon emissions and has no effect on economic growth. Financial inclusion and foreign direct investment have po

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Krishna, Ritesh, Satyadarshi Nanda, Abhijit Kulkarni, and Sangameshwar Patil. "A partial Granger causality based method for analysis of parameter interactions in bioreactors." Computers & Chemical Engineering 35, no. 1 (2011): 121–26. http://dx.doi.org/10.1016/j.compchemeng.2010.07.013.

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Mulok, Dullah, Mori Kogid, Rozilee Asid, and Jaratin Lily. "Multi-Factor Crime in Malaysia, 1980 – 2013: Bounds Testing of Level Relationships and Granger Non-Causality Analysis." Journal of International Business, Economics and Entrepreneurship 3, no. 2 (2018): 55. http://dx.doi.org/10.24191/jibe.v3i2.14433.

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This study examines the relationship between criminal activities and the multi-macroeconomic factors of economic growth, unemployment, poverty, population and inflation in Malaysia from 1980 to 2013. The ARDL bounds testing of the level relationship was used to establish the long-run relation, and the Toda-Yamamoto Augmented VAR approach was used to test the short-run impact based on partial Granger non-causality analysis. Empirical results suggest that economic growth, inflation, poverty and population are significant factors affecting criminal activities in Malaysia with economic growth and

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Dissertations / Theses on the topic "Partial Granger causality"

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Zhou, Cong. "Machine Learning Based Protein Identitification and Partial Granger Causality : Novel Bioinformatics Approaches for Proteomics Research." Thesis, University of Sussex, 2009. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.505888.

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Nakashima, Giovana Yuko. "Modelagem de interação entre sinais cinemáticos durante o exercício." Universidade de São Paulo, 2018. http://www.teses.usp.br/teses/disponiveis/18/18153/tde-29052018-083659/.

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Os programas de computador têm apoiado o estudo de sistemas biomédicos em que um volume considerável de dados são empregados. Na biomecânica, a análise das influências entre as articulações pode melhorar o conhecimento das lesões relacionadas à corrida associadas ao uso excessivo durante a atividade de corrida. Compreender os padrões de interação entre diferentes articulações anatômicas, durante o movimento, pode contribuir para o aprimoramento de programas de treinamento, reabilitação e prevenção a lesões. Neste trabalho, um software personalizado foi desenvolvido para implementar a Coerência

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Nunes, Ronaldo Valter. "Inferência da conectividade em modelos de redes neurais biologicamente plausíveis." reponame:Repositório Institucional da UFABC, 2016.

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Orientador: Prof. Dr. Raphael Yokoingawa de Camargo<br>Dissertação (mestrado) - Universidade Federal do ABC, Programa de Pós-Graduação em Neurociência e Cognição, 2016.<br>Sabe-se que o comportamento, a percepção e a cognição estão relacionados à atividade conjunta de uma ou mais regiões cerebrais. Sendo assim, é interessante verificar como as regiões cerebrais interagem e como acontece a transferência de informação entre elas. Nesse trabalho avaliamos a efetividade da coerência parcial direcionada e da coerência parcial direcionada generalizada na inferência da conectividade efetiva entre red

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Avena, Anna. "Analyzing brain connectivity of disorder of consciousness patients with a multi-variate, time-dependent and adaptive arma model." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2020. http://amslaurea.unibo.it/20409/.

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Nell'ambito delle neuroscienze vengono effettuati sempre più studi al fine di comprendere meglio le reti cerebrali e le loro dinamiche. La comunità scientifica ha condotto numerosi studi ed esperimenti sulle normali funzioni cerebrali umane, ma solo recentemente un discreto numero di ricercatori ha rivolto la propria attenzione all'analisi di diversi disturbi cerebrali, tra cui i disturbi della coscienza (Disorders of Consciousness o DoC). Un DoC è uno stato in cui viene meno la capacità psichica e cognitiva della persona e quest'ultima non mostra segni di veglia e/o di consapevolezza. Quest

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Massaroppe, Lucas. "Estimação da causalidade de Granger no caso de interação não-linear." Universidade de São Paulo, 2016. http://www.teses.usp.br/teses/disponiveis/3/3142/tde-20122016-083110/.

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Esta tese examina o problema de detecção de conectividade entre séries temporais no sentido de Granger no caso em que a natureza não linear das interações não permite sua determinação por meio de modelos auto-regressivos lineares vetoriais. Mostra-se que é possível realizar esta detecção com auxílio dos chamados métodos de Kernel, que se tornaram populares em aprendizado por máquina (\'machine learning\') já que tais métodos permitem definir formas generalizadas de teste de Granger, coerência parcial direcionada e função de transferência direcionada. Usando simulações, mostram-se alguns exempl

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Lee, Sooyoung. "Statistical inference of nonlinear Granger causality: a semiparametric time series regression analysis." Thesis, 2013. http://hdl.handle.net/2440/81576.

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Since the seminal work of Granger (1969), Granger causality has become a useful concept and tool in the study of the dynamic linkages between economic variables and to explore whether or not an economic variable helps forecast another one. Researchers have suggested a variety of methods to test the existence of Grangercausality in the literature. In particular, linear Granger causality testing has been remarkably developed; (see, for example, Toda & Philips (1993), Sims, Stock & Watson (1990), Geweke (1982), Hosoya (1991) and Hidalgo (2000)). However, in practice, the real economic relationshi

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Book chapters on the topic "Partial Granger causality"

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Krishna, Ritesh, and Shuixia Guo. "A Partial Granger Causality Approach to Explore Causal Networks Derived From Multi-parameter Data." In Computational Methods in Systems Biology. Springer Berlin Heidelberg, 2008. http://dx.doi.org/10.1007/978-3-540-88562-7_6.

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Veeramalla, Santhosh Kumar, and T. V. K. Hanumantha Rao. "Neural Source Connectivity Estimation Using Particle Filter and Granger Causality Methods." In Handbook of Artificial Intelligence in Biomedical Engineering. Apple Academic Press, 2020. http://dx.doi.org/10.1201/9781003045564-22.

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Wu, Xiaoqun, Changsong Zhou, Jun Wang, and Jun-an Lu. "Detecting the Topology of a Neural Network from Partially Obtained Data Using Piecewise Granger Causality." In Advances in Neural Networks – ISNN 2011. Springer Berlin Heidelberg, 2011. http://dx.doi.org/10.1007/978-3-642-21105-8_21.

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Vahid, Farshid. "Partial Pooling: A Possible Answer to “To Pool or Not To Pool”." In Cointigration, Causality, and forecating. Oxford University PressOxford, 1999. http://dx.doi.org/10.1093/oso/9780198296836.003.0017.

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Abstract In a panel discussion on future directions in econometrics Clive Granger expressed the opinion that statisticians and econometricians should pay more attention to methods of extracting information from large panels, given that such panels are becoming increasingly available. In this spirit, the present paper suggests a procedure for classifying linear conditional expectation functions in “medium-sized’’ panels, i.e. panels with a moderately large time dimension, and not too large a cross sectional dimension. We are motivated by regional and sectoral panel studies (such as the 50 state

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Conference papers on the topic "Partial Granger causality"

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Lee, Changhoon, Eunsoo Ko, Minjae Song, Hoyeong Yun, and Wooju Kim. "Partial Granger causality-based feature selection algorithm for workload prediction in cloud systems." In 2023 14th International Conference on Information and Communication Technology Convergence (ICTC). IEEE, 2023. http://dx.doi.org/10.1109/ictc58733.2023.10393047.

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Rathee, Dheeraj, Hubert Cecotti, and Girijesh Prasad. "Estimation of Effective Fronto-Parietal connectivity during Motor Imagery using partial granger causality analysis." In 2016 International Joint Conference on Neural Networks (IJCNN). IEEE, 2016. http://dx.doi.org/10.1109/ijcnn.2016.7727452.

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Youssofzadeh, Vahab, Damiano Zanotto, Paul Stegall, et al. "Directed neural connectivity changes in robot-assisted gait training: A partial Granger causality analysis." In 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, 2014. http://dx.doi.org/10.1109/embc.2014.6945083.

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Jafari-Mamaghani, Mehrdad. "Non-parametric Wiener-Granger causality in partially observed systems." In 2014 IEEE Conference on Norbert Wiener in the 21st Century (21CW). IEEE, 2014. http://dx.doi.org/10.1109/norbert.2014.6893936.

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Reports on the topic "Partial Granger causality"

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Mbaye, Safiétou, Rémi Kouabenan, and Philippe Sarnin. L'explication naïve et la perception des risques comme des voies pour améliorer les pratiques de REX: des études dans l'industrie chimique et l'industrie nucléaire. Fondation pour une culture de sécurité industrielle, 2009. http://dx.doi.org/10.57071/311rex.

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L’analyse de l’accident soulève de nombreux enjeux dont le poids préfigure également des biais possibles dans l’explication causale et laisse apparaître que l’explication de l’accident peut difficilement être neutre. En l’occurrence, les difficultés rencontrées dans la conduite du REX relèvent en grande partie de conflits qui surviennent lors des analyses d’accidents. Ce document présente quatre études de terrain qui visaient à comprendre l’origine des conflits entre les acteurs du REX lors des analyses d’accidents et à mieux appréhender le rôle de la perception des risques et du climat de séc

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