Unbalanced data, type II error, and nonlinearity in predicting M&A failure
Kangbok Lee, Sunghoon Joo, Hyeoncheol Baik, Sumin Han, Joonhwan In
| Year of publication: |
2020
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|---|---|
| Authors: | Lee, Kangbok ; Joo, Sunghoon ; Baik, Hyeoncheol ; Han, Sumin ; In, Joonhwan |
| Published in: |
Journal of business research : JBR. - New York, NY : Elsevier, ISSN 0148-2963, ZDB-ID 189773-1. - Vol. 109.2020, p. 271-287
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| Subject: | Generalized logit model | Logit and Probit model | Machine learning | Merger and acquisition | Neural network | Nonlinearity prediction | Unbalanced data | Prognoseverfahren | Forecasting model | Logit-Modell | Logit model | Neuronale Netze | Neural networks | Künstliche Intelligenz | Artificial intelligence | Theorie | Theory | Probit-Modell | Probit model | Nichtlineare Regression | Nonlinear regression | Statistischer Fehler | Statistical error | Übernahme | Takeover | Fusion | Merger |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.jbusres.2019.11.083 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10012238067