IDEAS home Printed from https://ideas.repec.org/a/wly/isacfm/v28y2021i2p97-118.html
   My bibliography  Save this article

Conventional and neural network target‐matching methods dynamics: The information technology mergers and acquisitions market in the USA

Author

Listed:
  • Ioannis Anagnostopoulos
  • Anas Rizeq

Abstract

No abstract is available for this item.

Suggested Citation

  • Ioannis Anagnostopoulos & Anas Rizeq, 2021. "Conventional and neural network target‐matching methods dynamics: The information technology mergers and acquisitions market in the USA," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 28(2), pages 97-118, April.
    • Handle: RePEc:wly:isacfm:v:28:y:2021:i:2:p:97-118
    DOI: 10.1002/isaf.1492
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/isaf.1492
    Download Restriction: no
    File URL: https://libkey.io/10.1002/isaf.1492?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Zhang, Guoqiang & Y. Hu, Michael & Eddy Patuwo, B. & C. Indro, Daniel, 1999. "Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis," European Journal of Operational Research, Elsevier, vol. 116(1), pages 16-32, July.
    2. Lee, Mingook & Lee, Sungjoo, 2017. "Identifying new business opportunities from competitor intelligence: An integrated use of patent and trademark databases," Technological Forecasting and Social Change, Elsevier, vol. 119(C), pages 170-183.
    3. Khandani, Amir E. & Kim, Adlar J. & Lo, Andrew W., 2010. "Consumer credit-risk models via machine-learning algorithms," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2767-2787, November.
    4. repec:bla:jfinan:v:53:y:1998:i:6:p:1839-1885 is not listed on IDEAS
    5. Eckbo, B. Espen (ed.), 2008. "Handbook of Empirical Corporate Finance SET," Elsevier Monographs, Elsevier, edition 1, number 9780444532657.
    6. Srinivasan Ragothaman & Bijayananda Naik & Kumoli Ramakrishnan, 2003. "Predicting Corporate Acquisitions: An Application of Uncertain Reasoning Using Rule Induction," Information Systems Frontiers, Springer, vol. 5(4), pages 401-412, December.
    7. John M. Griffin & Jeffrey H. Harris & Tao Shu & Selim Topaloglu, 2011. "Who Drove and Burst the Tech Bubble?," Journal of Finance, American Finance Association, vol. 66(4), pages 1251-1290, August.
    8. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
    9. Rui Albuquerque & Martin Eichenbaum & Victor Xi Luo & Sergio Rebelo, 2016. "Valuation Risk and Asset Pricing," Journal of Finance, American Finance Association, vol. 71(6), pages 2861-2904, December.
    10. Carbone, Valentina & Stone, Marilyn A., 2005. "Growth and relational strategies used by the European logistics service providers: Rationale and outcomes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(6), pages 495-510, November.
    11. Dietrich, J. Kimball & Sorensen, Eric, 1984. "An application of logit analysis to prediction of merger targets," Journal of Business Research, Elsevier, vol. 12(3), pages 393-402, September.
    12. Branch, Ben & Wang, Jia & Yang, Taewon, 2008. "A note on takeover success prediction," International Review of Financial Analysis, Elsevier, vol. 17(5), pages 1186-1193, December.
    13. B. Espen Eckbo, 2014. "Corporate Takeovers and Economic Efficiency," Annual Review of Financial Economics, Annual Reviews, vol. 6(1), pages 51-74, December.
    14. Ronan Powell & Alfred Yawson, 2007. "Are Corporate Restructuring Events Driven by Common Factors? Implications for Takeover Prediction," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(7‐8), pages 1169-1192, September.
    15. Delen, Dursun & Cogdell, Douglas & Kasap, Nihat, 2012. "A comparative analysis of data mining methods in predicting NCAA bowl outcomes," International Journal of Forecasting, Elsevier, vol. 28(2), pages 543-552.
    16. Hou, Rui & Yang, Jianmei & Yao, Canzhong & McKelvey, Bill, 2015. "How does competition structure affect industry merger waves? A network analysis perspective," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 429(C), pages 140-156.
    17. Core, John E. & Guay, Wayne R. & Buskirk, Andrew Van, 2003. "Market valuations in the New Economy: an investigation of what has changed," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 43-67, January.
    18. Louis K. C. Chan & Josef Lakonishok & Theodore Sougiannis, 2001. "The Stock Market Valuation of Research and Development Expenditures," Journal of Finance, American Finance Association, vol. 56(6), pages 2431-2456, December.
    19. Zhang, Guoqiang & Eddy Patuwo, B. & Y. Hu, Michael, 1998. "Forecasting with artificial neural networks:: The state of the art," International Journal of Forecasting, Elsevier, vol. 14(1), pages 35-62, March.
    20. Ulrich Hege, 2010. "Acquisition Values and Optimal Financial (In)Flexibility," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2865-2899, July.
    21. Kar Yan Tam & Melody Y. Kiang, 1992. "Managerial Applications of Neural Networks: The Case of Bank Failure Predictions," Management Science, INFORMS, vol. 38(7), pages 926-947, July.
    22. Ronan G. Powell, 1997. "Modelling Takeover Likelihood," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 24(7‐8), pages 1009-1030, September.
    23. Cudd, Mike & Duggal, Rakesh, 2000. "Industry Distributional Characteristics of Financial Ratios: An Acquisition Theory Application," The Financial Review, Eastern Finance Association, vol. 35(1), pages 105-120, February.
    24. Lee, Misuk & Cho, Youngsang, 2015. "Consumer perception of a new convergence product: A theoretical and empirical approach," Technological Forecasting and Social Change, Elsevier, vol. 92(C), pages 312-321.
    25. Lev, B & Zarowin, P, 1999. "The boundaries of financial reporting and how to extend them," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 353-385.
    26. Palepu, Krishna G., 1986. "Predicting takeover targets : A methodological and empirical analysis," Journal of Accounting and Economics, Elsevier, vol. 8(1), pages 3-35, March.
    27. Ronan Powell & Alfred Yawson, 2007. "Are Corporate Restructuring Events Driven by Common Factors? Implications for Takeover Prediction," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(7‐8), pages 1169-1192, September.
    28. Aaldering, Lukas Jan & Leker, Jens & Song, Chie Hoon, 2019. "Uncovering the dynamics of market convergence through M&A," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 95-114.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ronan Powell & Alfred Yawson, 2012. "Internal Restructuring and Firm Survival," International Review of Finance, International Review of Finance Ltd., vol. 12(4), pages 435-467, December.
    2. Tunyi, Abongeh A. & Ntim, Collins G. & Danbolt, Jo, 2019. "Decoupling management inefficiency: Myopia, hyperopia and takeover likelihood," International Review of Financial Analysis, Elsevier, vol. 62(C), pages 1-20.
    3. fernández, María t. Tascón & gutiérrez, Francisco J. Castaño, 2012. "Variables y Modelos Para La Identificación y Predicción Del Fracaso Empresarial: Revisión de La Investigación Empírica Reciente," Revista de Contabilidad - Spanish Accounting Review, Elsevier, vol. 15(1), pages 7-58.
    4. Tunyi, Abongeh A., 2021. "Revisiting acquirer returns: Evidence from unanticipated deals," Journal of Corporate Finance, Elsevier, vol. 66(C).
    5. Humphery-Jenner, M., 2011. "High Frequency Trading, Information, and Takeovers," Other publications TiSEM 30aa1477-0fb2-46ed-a5eb-f, Tilburg University, School of Economics and Management.
    6. Humphery-Jenner, M., 2011. "High Frequency Trading, Information, and Takeovers," Other publications TiSEM 0e6dd147-6f57-4f32-b265-f, Tilburg University, School of Economics and Management.
    7. James R. Coakley & Carol E. Brown, 2000. "Artificial neural networks in accounting and finance: modeling issues," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 9(2), pages 119-144, June.
    8. Mak, Chun Yu, 2016. "Do market predictions affect its reaction to UK listed industrial firms' corporate refocusing announcements?," The British Accounting Review, Elsevier, vol. 48(4), pages 464-478.
    9. Humphery-Jenner, M., 2011. "High Frequency Trading, Information, and Takeovers," Discussion Paper 2011-047, Tilburg University, Center for Economic Research.
    10. Clas Bergström & Theodore Eisenberg & Stefan Sundgren & Martin T. Wells, 2005. "The Fate of Firms: Explaining Mergers and Bankruptcies," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 2(1), pages 49-85, March.
    11. Athanasios Tsagkanos & Antonios Georgopoulos & Costas Siriopoulos & Evangelos Koumanakos, 2008. "Identification of Greek Takeover Targets and Coherent Policy Implications," Review of Development Economics, Wiley Blackwell, vol. 12(1), pages 180-192, February.
    12. Pasiouras, Fotios & Tanna, Sailesh, 2010. "The prediction of bank acquisition targets with discriminant and logit analyses: Methodological issues and empirical evidence," Research in International Business and Finance, Elsevier, vol. 24(1), pages 39-61, January.
    13. Fildes, Robert, 2006. "The forecasting journals and their contribution to forecasting research: Citation analysis and expert opinion," International Journal of Forecasting, Elsevier, vol. 22(3), pages 415-432.
    14. Mehrez Ben Slama & Dhafer Saidane & Hassouna Fedhila, 2012. "How to identify targets in the M&A banking operations? Case of cross-border strategies in Europe by line of activity," Review of Quantitative Finance and Accounting, Springer, vol. 38(2), pages 209-240, February.
    15. Lin, Fengyi & Yeh, Ching Chiang & Lee, Meng Yuan, 2013. "A Hybrid Business Failure Prediction Model Using Locally Linear Embedding And Support Vector Machines," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 82-97, March.
    16. Abe De Jong & Philip T. Fliers, 2020. "Predicting Takeover Targets: Long-Run Evidence from the Netherlands," De Economist, Springer, vol. 168(3), pages 343-368, September.
    17. Erik Lehmann & Thorsten Braun & Sebastian Krispin, 2012. "Entrepreneurial human capital, complementary assets, and takeover probability," The Journal of Technology Transfer, Springer, vol. 37(5), pages 589-608, October.
    18. Hu, Yu-Chiang & Ansell, Jake, 2007. "Measuring retail company performance using credit scoring techniques," European Journal of Operational Research, Elsevier, vol. 183(3), pages 1595-1606, December.
    19. En-Der Su & Shih-Ming Huang, 2010. "Comparing Firm Failure Predictions Between Logit, KMV, and ZPP Models: Evidence from Taiwan’s Electronics Industry," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 17(3), pages 209-239, September.
    20. Trimbath, S. & Frydman, H. & Frydman, R., 2000. "Corporate Inefficiency and the Risk of Takeover," Working Papers 00-14, C.V. Starr Center for Applied Economics, New York University.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:isacfm:v:28:y:2021:i:2:p:97-118. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.interscience.wiley.com/jpages/1099-1174/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.