Mikko Ranta

University of Vaasa

P.O. Box 700

FIN-65101 Vaasa, FI-65101

Finland

  • University of Vaasa

SCHOLARLY PAPERS

7

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Scholarly Papers (7)

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1.

Machine Learning in Management Accounting Research: Literature Review and Pathways for the Future

European Accounting Review, forthcoming
Number of pages: 49 Posted: 09 Apr 2021 Last Revised: 26 Aug 2022
Mikko Ranta, Mika Ylinen and Marko Järvenpää
University of Vaasa, University of Vaasa and University of Jyväskylä - School of Business and Economics
Downloads 1,256 (25,554)
Citation 1

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Management accounting, Machine learning, Artificial intelligence, Text analysis

2.

Employee-Friendly Corporate Culture and Firm Performance: Evidence from a Machine Learning Approach

Number of pages: 56 Posted: 29 Mar 2021 Last Revised: 16 Apr 2021
Mika Ylinen and Mikko Ranta
University of Vaasa and University of Vaasa
Downloads 404 (113,747)
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Corporate culture, Employee treatment, Cultural values, Firm value, Machine learning, Gradient boosting

3.

Facial Attractiveness and CEO Compensation: Evidence from the Banking Industry

Journal of Economics and Business, Forthcoming
Number of pages: 74 Posted: 28 Jan 2021 Last Revised: 08 Nov 2022
Shaker Ahmed, Mikko Ranta, Emilia Vähämaa and Sami Vähämaa
University of Vaasa, University of Vaasa, Hanken School of Economics and University of Vaasa
Downloads 374 (124,197)
Citation 1

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Facial attractiveness, CEO compensation, beauty premium, bank CEOs

4.

Board Composition and Workplace Diversity: A Machine Learning Approach

Number of pages: 35 Posted: 29 Mar 2021
Mikko Ranta and Mika Ylinen
University of Vaasa and University of Vaasa
Downloads 180 (256,746)
Citation 2

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Corporate governance, Board gender diversity, Machine learning, Workplace diversity

5.

Using Machine Learning and 10-K Filings to Measure Innovation

Number of pages: 46 Posted: 14 Sep 2022
Essi Nousiainen, Mikko Ranta, Mika Ylinen and Marko Järvenpää
University of Vaasa - Department of Accounting and Finance, University of Vaasa, University of Vaasa and University of Vaasa, accounting and finance
Downloads 158 (286,731)

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Innovation, Topic modeling, Text analysis, Disclosure of Innovation, 10-K

6.

Women on Corporate Boards: A High Dimensional Analysis

Number of pages: 40 Posted: 06 Oct 2022
Mikko Ranta and Mika Ylinen
University of Vaasa and University of Vaasa
Downloads 41 (635,088)

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Corporate governance, Board gender diversity, Corporate culture, Machine learning, Explainable AI, Social media

7.

Cross-Dynamics of Exchange Rate Expectations: A Wavelet Analysis

International Journal of Finance & Economics, Vol. 16, No. 3, pp. 205-217, 2011
Posted: 16 Jan 2011 Last Revised: 08 Dec 2020
Jussi Nikkinen, Seppo Pynnonen, Mikko Ranta and Sami Vähämaa
University of Vaasa - Department of Accounting and Finance, University of Vaasa, Department of Mathematics and Statistics, University of Vaasa and University of Vaasa

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exchange rate expectations, wavelet cross-correlations, currency options