Search Results - subject:"multicollinearity"

Which Solow model - homogeneous technology-, heterogeneous technology-, or human capital-augmented : best explains OECD growth?, fresh evidence from Bayesian Monte Carlo Simulations

Dan, Thanh Bui; Nguyen Ngoc Thach - In: Montenegrin journal of economics 20 (2024) 2, pp. 251-265

Persistent link: https://www.econbiz.de/10014525858

Extracting relevant predictors of the severity of mental illnesses from clinical information using regularisation regression models

Kaushik, Sakshi; Sabharwal, Alka; Grover, Gurprit - In: Statistics in Transition new series (SiTns) 23 (2022) 2, pp. 129-152

non-parametric random forest algorithm. The multicollinearity is detected based on the variance inflation factor. Owing to … the presence of multicollinearity, regularisation techniques such as ridge regression and extensions of the least absolute …

Persistent link: https://www.econbiz.de/10013444136

An improved ridge type estimator for logistic regression

Varathan, Nagarajah - In: Statistics in Transition new series (SiTns) 23 (2022) 3, pp. 113-126

In this paper, an improved ridge type estimator is introduced to overcome the effect of multi-collinearity in logistic …

Persistent link: https://www.econbiz.de/10013444149

Supsim: A Python package and a web-based JavaScript tool to address the theoretical complexities in two-predictor suppression situations

Nazifi, Morteza; Fadishei, Hamid - In: Statistics in Transition new series (SiTns) 23 (2022) 4, pp. 177-202

Two-predictor suppression situations continue to produce uninterpretable conditions in linear regression. In an attempt to address the theoretical complexities related to suppression situations, the current study introduces two different versions of a software called suppression simulator...

Persistent link: https://www.econbiz.de/10015051609

An efficient estimation technique for investigating economic growth and its determinants for Nigeria in the presence of multicollinearity

Ebiwonjumi, Ayooluwade; Chifurira, Retius; Chihamu, … - In: International journal of finance & banking studies : JJFBS 11 (2022) 1, pp. 107-119

Persistent link: https://www.econbiz.de/10012804728

The age-period-cohort problem in hedonic house prices models

Yiu, Chung Yim; Cheung, Ka Shing - In: Econometrics : open access journal 10 (2022) 1, pp. 1-11

The age-period-cohort problem has been studied for decades but without resolution. There have been many suggested solutions to make the three effects estimable, but these solutions mostly exploit non-linear specifications. Yet, these approaches may suffer from misspecification or omitted...

Persistent link: https://www.econbiz.de/10012805038

Extracting relevant predictors of the severity of mental illnesses from clinical information using regularisation regression models

Kaushik, Sakshi; Sabharwal, Alka; Grover, Gurprit - In: Statistics in transition : an international journal of … 23 (2022) 2, pp. 129-152

Persistent link: https://www.econbiz.de/10013419432

An improved ridge type estimator for logistic regression

Varathan, Nagarajah - In: Statistics in transition : an international journal of … 23 (2022) 3, pp. 113-126

In this paper, an improved ridge type estimator is introduced to overcome the effect of multi-collinearity in logistic …

Persistent link: https://www.econbiz.de/10013428849

Supsim : a Python package and a web-based JavaScript tool to address the theoretical complexities in two-predictor suppression situations

Nazifi, Morteza; Fadishei, Hamid - In: Statistics in transition : an international journal of … 23 (2022) 4, pp. 177-202

Persistent link: https://www.econbiz.de/10014287935

Interdependency pattern recognition in econometrics: A penalized regularization antidote

Ntotsis, Kimon; Karagrigoriou, Alex; Artemiou, Andreas - In: Econometrics 9 (2021) 4, pp. 1-13

When it comes to variable interpretation, multicollinearity is among the biggest issues that must be surmounted …, especially in this new era of Big Data Analytics. Since even moderate size multicollinearity can prevent proper interpretation … Information Criterion, capable of capturing multicollinearity rather accurately and effectively and thus providing a proper model …

Persistent link: https://www.econbiz.de/10012705259

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