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Original Articles

Direction dependence in a regression line

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Pages 1957-1972 | Received 01 May 1999, Published online: 27 Jun 2007

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (16)

Tom H. Rosenström, Nikolai O. Czajkowski, Ole André Solbakken & Suoma E. Saarni. (2023) Direction of dependence analysis for pre-post assessments using non-Gaussian methods: a tutorial. Psychotherapy Research 33:8, pages 1058-1075.
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Adriano Pareto. (2023) A new look at the correlation coefficient: Correlation as the difference-sum ratio of SSEs. Communications in Statistics - Theory and Methods 52:9, pages 2852-2859.
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Xintong Li & Wolfgang Wiedermann. (2020) Conditional Direction Dependence Analysis: Evaluating the Causal Direction of Effects in Linear Models with Interaction Terms. Multivariate Behavioral Research 55:5, pages 786-810.
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Wolfgang Wiedermann & James Sebastian. (2020) Sensitivity Analysis and Extensions of Testing the Causal Direction of Dependence: A Rejoinder to Thoemmes (2019). Multivariate Behavioral Research 55:4, pages 523-530.
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Wolfgang Wiedermann & James Sebastian. (2020) Direction Dependence Analysis in the Presence of Confounders: Applications to Linear Mediation Models Using Observational Data. Multivariate Behavioral Research 55:4, pages 495-515.
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Wolfgang Wiedermann. (2018) A note on fourth moment-based direction dependence measures when regression errors are non normal. Communications in Statistics - Theory and Methods 47:21, pages 5255-5264.
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Wolfgang Wiedermann, Richard Artner & Alexander von Eye. (2017) Heteroscedasticity as a Basis of Direction Dependence in Reversible Linear Regression Models. Multivariate Behavioral Research 52:2, pages 222-241.
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Alexander von Eye & Wolfgang Wiedermann. (2015) Fellow Scholars: Let’s Liberate Ourselves from Scientific Machinery. Research in Human Development 12:3-4, pages 246-254.
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Alexander von Eye & Wolfgang Wiedermann. (2015) Manifest Variable Granger Causality Models for Developmental Research: A Taxonomy. Applied Developmental Science 19:4, pages 183-195.
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Wolfgang Wiedermann & Alexander von Eye. (2015) Direction of Effects in Multiple Linear Regression Models. Multivariate Behavioral Research 50:1, pages 23-40.
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Daeyoung Kim & Jong-Min Kim. (2014) Analysis of directional dependence using asymmetric copula-based regression models. Journal of Statistical Computation and Simulation 84:9, pages 1990-2010.
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Yoon-Sung Jung, Jong-Min Kim & Jinhwa Kim. (2008) New Approach of Directional Dependence in Exchange Markets Using Generalized FGM Copula Function. Communications in Statistics - Simulation and Computation 37:4, pages 772-788.
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M. V. Muddapur. (2008) A Remark on the Paper “A Note on Directional Dependence in Regression Setting” By Engin A. Sungur. Communications in Statistics - Theory and Methods 37:3, pages 386-387.
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EnginA. Sungur. (2005) A Note on Directional Dependence in Regression Setting. Communications in Statistics - Theory and Methods 34:9-10, pages 1957-1965.
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M. V. Muddapur. (2003) On Directional Dependence in a Regression Line. Communications in Statistics - Theory and Methods 32:10, pages 2053-2057.
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Articles from other publishers (35)

Wolfgang Wiedermann, Bixi Zhang & Dexin Shi. (2023) Detecting heterogeneity in the causal direction of dependence: A model-based recursive partitioning approach. Behavior Research Methods.
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Xintong Li, Matthew P. Martens & Wolfgang Wiedermann. (2022) Conditional Direction of Dependence Modeling: Application and Implementation in SPSS. Social Science Computer Review 41:4, pages 1252-1275.
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Wolfgang Wiedermann. (2022) Third moment-based causal inference. Behaviormetrika 49:2, pages 303-328.
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Fabrizio Durante. (2021) Direction Dependence in Statistical Modeling: Methods of AnalysisWolfgangWiedermann, DaeyoungKim, Engin A.Sungur and AlexandervonEyeWiley, 2021, 432 pages, £102, hardcover ISBN: 978‐1‐119‐52307‐9. International Statistical Review 89:3, pages 659-660.
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Wolfgang Wiedermann, Daeyoung Kim, Engin A. Sungur & Alexander von EyeWolfgang Wiedermann. 2020. Direction Dependence in Statistical Modeling. Direction Dependence in Statistical Modeling 79 109 .
Wolfgang Wiedermann, Daeyoung Kim, Engin A. Sungur & Alexander von EyeEngin A. Sungur. 2020. Direction Dependence in Statistical Modeling. Direction Dependence in Statistical Modeling 47 77 .
Wolfgang Wiedermann, Daeyoung Kim, Engin A. Sungur & Alexander von EyeWolfgang Wiedermann, Xintong Li & Alexander von Eye. 2020. Direction Dependence in Statistical Modeling. Direction Dependence in Statistical Modeling 9 46 .
Wolfgang Wiedermann, Daeyoung Kim, Engin A. Sungur & Alexander von EyeXintong Li & Wolfgang Wiedermann. 2020. Direction Dependence in Statistical Modeling. Direction Dependence in Statistical Modeling 351 377 .
Wolfgang Wiedermann, Daeyoung Kim, Engin A. Sungur & Alexander von EyeTom Rosenström & Regina García‐Velázquez. 2020. Direction Dependence in Statistical Modeling. Direction Dependence in Statistical Modeling 265 294 .
Wolfgang Wiedermann, Daeyoung Kim, Engin A. Sungur & Alexander von EyeDaeyoung Kim & Zheng Wei. 2020. Direction Dependence in Statistical Modeling. Direction Dependence in Statistical Modeling 243 263 .
Wolfgang Wiedermann, Daeyoung Kim, Engin A. Sungur & Alexander von EyeYadolah Dodge & Valentin Rousson. 2020. Direction Dependence in Statistical Modeling. Direction Dependence in Statistical Modeling 1 6 .
Kahkashan Afrin, Ashif S. Iquebal, Mostafa Karimi, Allyson Souris, Se Yoon Lee & Bani K. Mallick. (2020) Directionally dependent multi-view clustering using copula model. PLOS ONE 15:10, pages e0238996.
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Regina García-Velázquez, Markus Jokela & Tom Henrik Rosenström. (2019) Direction of Dependence Between Specific Symptoms of Depression: A Non-Gaussian Approach. Clinical Psychological Science 8:2, pages 240-251.
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Wolfgang Wiedermann & Alexander von Eye. (2017) Log-linear models to evaluate direction of effect in binary variables. Statistical Papers 61:1, pages 317-346.
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Wolfgang Wiedermann, Xintong Li & Alexander von Eye. (2018) Testing the Causal Direction of Mediation Effects in Randomized Intervention Studies. Prevention Science 20:3, pages 419-430.
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Jong-Min Kim, Namgil Lee & Xingyao Xiao. (2019) Directional dependence between major cities in China based on copula regression on air pollution measurements. PLOS ONE 14:3, pages e0213148.
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Namgil Lee & Jong‐Min Kim. (2018) Copula directional dependence for inference and statistical analysis of whole‐brain connectivity from fMRI data . Brain and Behavior 9:1.
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Wolfgang Wiedermann & Xintong Li. (2018) Direction dependence analysis: A framework to test the direction of effects in linear models with an implementation in SPSS. Behavior Research Methods 50:4, pages 1581-1601.
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Wolfgang Wiedermann, Edgar C. Merkle & Alexander von Eye. (2018) Direction of dependence in measurement error models. British Journal of Mathematical and Statistical Psychology 71:1, pages 117-145.
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. 2016. Statistics and Causality. Statistics and Causality.
Kun Zhang & Aapo Hyvärinen. 2016. Statistics and Causality. Statistics and Causality 185 201 .
Shohei Shimizu. 2016. Statistics and Causality. Statistics and Causality 153 184 .
Seongyong Kim & Daeyoung Kim. 2016. Statistics and Causality. Statistics and Causality 131 152 .
Alexander von Eye & Wolfgang Wiedermann. 2016. Statistics and Causality. Statistics and Causality 107 130 .
Wolfgang Wiedermann & Alexander von Eye. 2016. Statistics and Causality. Statistics and Causality 63 106 .
Yadolah Dodge & Valentin Rousson. 2016. Statistics and Causality. Statistics and Causality 43 62 .
Wolfgang Wiedermann & Alexander von Eye. (2015) Direction-dependence analysis. International Journal of Behavioral Development 39:6, pages 570-580.
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Felix Thoemmes. (2015) Empirical evaluation of directional-dependence tests. International Journal of Behavioral Development 39:6, pages 560-569.
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Wolfgang Wiedermann, Michael Hagmann & Alexander von Eye. (2015) Significance tests to determine the direction of effects in linear regression models. British Journal of Mathematical and Statistical Psychology 68:1, pages 116-141.
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Shohei Shimizu. 2015. Advanced Methodologies for Bayesian Networks. Advanced Methodologies for Bayesian Networks 222 233 .
Wolfgang Wiedermann. 2015. Dependent Data in Social Sciences Research. Dependent Data in Social Sciences Research 149 169 .
Sunthud Pornprasertmanit & Todd D. Little. (2012) Determining directional dependency in causal associations. International Journal of Behavioral Development 36:4, pages 313-322.
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Yadolah Dodge & Iraj Yadegari. (2009) On direction of dependence. Metrika 72:1, pages 139-150.
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Chin Diew Lai & N. BalakrishnanN. Balakrishna & Chin Diew Lai. 2009. Continuous Bivariate Distributions. Continuous Bivariate Distributions 141 177 .
Manoochehr Dabirian. (2014) Financial Contagion: A Direction-of-Dependence Approach. SSRN Electronic Journal.
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