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Role of private equity investment in technology start-ups.

机译:私募股权投资在技术初创企业中的作用。

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摘要

A central theme in entrepreneurial finance deals with the challenges imposed by the information asymmetry and technology uncertainty and how private equity investors alleviate information imperfections to facilitate entrepreneurial innovation and growth. The present thesis centered on the private equity industry offers three complementary essays interrelated issues that are under explored relating to managerial processes in the private equity industry.;The first essay analyzes herd behavior in investment decisions made under uncertainty. Motivated by the real world context of private equity investments, the essay presents a theoretical model of sequential decision making to understand whether the true causality of herd behavior. Is herd behavior always Bayesian rational or does non-Bayesian conformance behavior equally promote herd effect. The theoretical prediction of the model is tested in a laboratory experiment. The experiment results are in line with the theory in most cases. Nevertheless, in modest number of observations decisions are non-Bayesian where subjects undermine private information and conform to the public information. Interestingly the intensity of non-Bayesian decisions becomes stronger when the distribution of heterogeneous rational agents is not uniform. The essay presents a stylized model to explain the shift in the rate of non-Bayesian herd behavior.;The second essay examine whether venture capitalists' positive impact on venture innovation declines over the finite life span of the private equity funds. The essay employs a two-arm bandit model to analyze the investment tradeoff between exploration of uncertain innovation that may generate higher innovation outcome and exploitation of known innovation. The empirical analysis based on VC-backed biotechnology ventures founded between 1985 and 2004 reveal a significant shift in the VC impact on innovation outcome of the portfolio ventures as the fund approaches its maturity.;The third essay examines the possible influence of private equity investments, in particular angel groups and venture capital investments, in shaping the innovation outcome of technology ventures and in realizing successful exits. The essay considers the theoretical and empirical implications of angel group investment and VC investment and teases apart the separate influences of angels and VCs towards ventures' innovation strategy and successful exit. Empirical analysis conducted on a novel dataset of 350 technology ventures reveals striking insights about the relative contribution of each. The methodologies employed econometrically control for identification issues in the dynamic multi-stage nature of external capital financing.
机译:创业融资的中心主题涉及信息不对称和技术不确定性所带来的挑战,以及私募股权投资者如何减轻信息缺陷以促进创业创新和增长。本文以私募股权投资行业为中心,提供了三篇与私募股权投资行业管理流程相关的相互补充的相关问题。第一篇论文分析了不确定性条件下投资决策中的羊群行为。受到现实世界中私募股权投资背景的推动,本文提出了一种顺序决策的理论模型,以了解群体行为的真实因果关系。羊群行为始终是贝叶斯理性的还是非贝叶斯一致性行为同样会促进羊群效应。在实验室实验中测试了模型的理论预测。大多数情况下,实验结果与理论相符。然而,在少量观察中,决策是非贝叶斯决策的,因为主体破坏了私人信息并符合公共信息。有趣的是,当异质有理主体的分布不均匀时,非贝叶斯决策的强度会变强。本文提出了一种程式化的模型来解释非贝叶斯群体行为率的变化。第二篇文章研究了风险资本家对风险创新的积极影响在私募股权基金的有限寿期内是否下降。本文采用两臂土匪模型来分析可能产生更高创新成果的不确定创新的探索与已知创新的利用之间的投资权衡。基于1985年至2004年成立的由风险投资支持的生物技术风险投资进行的经验分析表明,随着基金趋于成熟,风险投资对投资组合创新结果的影响发生了重大变化。第三篇文章探讨了私募股权投资的可能影响,特别是天使集团和风险资本投资,以塑造技术企业的创新成果并实现成功的退出。本文考虑了天使集团投资和风险投资的理论和经验含义,并梳理了天使和风险投资对创业创新战略和成功退出的不同影响。对350家技术企业的新数据集进行的经验分析揭示了关于每种企业相对贡献的惊人见解。这些方法采用计量经济学控制来识别外部资本融资的动态多阶段性质中的问题。

著录项

  • 作者

    Dutta, Supradeep.;

  • 作者单位

    Purdue University.;

  • 授予单位 Purdue University.;
  • 学科 Management.;Entrepreneurship.;Economics.
  • 学位 Ph.D.
  • 年度 2013
  • 页码 195 p.
  • 总页数 195
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:41:28

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