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On standard-error-decreasing complementarity : why collinearity is not the whole story

Hayo, Bernd - 2017 - This version: 09 January 2017

There is a widespread belief among economists that adding additional variables to a regression model causes higher standard errors. This note shows that, in general, this belief is unfounded and that the impact of adding variables on coefficients’ standard errors is unclear. The concept of...

Persistent link: https://www.econbiz.de/10011579555

Estimating the effect of technological factors from samples affected by collinearity : a data-weighted entropy approach

Fernández-Vázquez, Esteban - In: Empirical economics : a journal of the Institute for … 47 (2014) 2, pp. 717-731

Persistent link: https://www.econbiz.de/10010391109

On standard-error-decreasing complementarity : why collinearity is not the whole story

Hayo, Bernd - In: Journal of quantitative economics 16 (2018) 1, pp. 289-307

Persistent link: https://www.econbiz.de/10012418339

Misconceptions about multicollinearity in international business research : identification, consequences, and remedies

Lindner, Thomas; Puck, Jonas; Verbeke, Alain - In: Journal of international business studies : JIBS ; an … 51 (2020) 3, pp. 283-298

Persistent link: https://www.econbiz.de/10012244063

Relevance-based importance : a comprehensive measure of variable importance in prediction

Czasonis, Megan; Kritzman, Mark; Turkington, David - 2024 - This version: September 19, 2024

Persistent link: https://www.econbiz.de/10015101051

Assessing moderator effects, main effects, and simple effects without collinearity problems in moderated regression models

Park, Sang-June; Yi, Youjae - In: Journal of business research : JBR 145 (2022), pp. 905-919

Persistent link: https://www.econbiz.de/10013197962

Collinearity in linear structural models of market power

Perloff, Jeffrey M.; Shen, Edward Z. - In: Review of industrial organization : RIO 40 (2012) 2, pp. 131-138

Persistent link: https://www.econbiz.de/10009529583

A test for endogeneity in regressions

Marvell, Thomas B. - 2025

Textbook theory predicts that t-ratios decline towards zero in regressions when there is increasing collinearity … coefficients increase greatly with more collinearity. The purposes of this article are 1) to illustrate this bias and explain why … increasing collinearity. False negatives are possible, but not likely. The test is confirmed with algebraic examples and …

Persistent link: https://www.econbiz.de/10015413543

Methods for measuring school effectiveness

Angrist, Joshua D.; Hull, Peter; Walters, Christopher R. - In: Handbook of the economics of education : volume 7, (pp. 1-60). 2023

Persistent link: https://www.econbiz.de/10014475427

Impact of individual and organizational factors on job satisfaction : a comparison of multilevel models and multiple regression models using different data arrangements

Hsieh, Jun Yi - In: Journal of management & organization : JMO 19 (2013) 1, pp. 44-59

Persistent link: https://www.econbiz.de/10011903585