Keywords: Panel data
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Journal Articles
Managerial Finance (2026) 52 (1): 55–69.
Published: 29 April 2025
... Japanese firms’ annual data from 2010 to 2023. We implement panel data analysis, either fixed- or random-effects, to examine the association between investment transformation and the equity risk-return parameters. Both systematic and nonsystematic risks are included in the extended risk parameters. We also...
Journal Articles
Journal Articles
Journal Articles
Journal Articles
Managerial Finance (2021) 47 (12): 1801–1816.
Published: 30 July 2021
... with 761 observations for the NIFTY Midcap 150 index was created. Panel data regression analysis was used to determine the effect of cash surplus scaled to total assets on the firms' capital structure. Findings This study demonstrates how small- and midcap firms' behave differently in taking capital...
Journal Articles
Journal Articles
Managerial Finance (2020) 46 (9): 1183–1197.
Published: 06 June 2020
... re-use rights only Behavioral finance Managerial-decision-making Status quo bias Panel data Venture capital C23 D81 D91 G4 G24 Venture capital (VC) is the most tailored financing modes of high-tech entrepreneurial firms (Gompers and Lerner, 2001) and, more broadly, private...
Journal Articles
Journal Articles
Managerial Finance (2015) 41 (10): 1096–1111.
Published: 12 October 2015
... investigating this issue for the case of US stock market but less evidence for the European stock markets. Design/methodology/approach – The authors employ a panel data model with fixed-effects and an additional dynamic panel model using the bias-corrected LSDV estimator on a data set consisting...

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