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Cross-country differences in the size of venture capital financing rounds: a machine learning approach
16 references·6 citing·55 second hop
Cross-country differences in the size of venture capital financing rounds: a machine learning approach (2021)Cross-country differences in the size of …Deep neural networks, gradient-boosted trees, random forests: Statistical arbitrage on the S&P 500 (2016)Deep neural networks, gradien…Success in Global Venture Capital Investing: Do Institutional and Cultural Differences Matter? 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A Look Beneath the Surface (2011)Entrepreneurship as Experimentation (2014)A Chronicle of Higher Education (2017)Growth through Heterogeneous Innovations (2018)Monopoly and product quality (1978)Price and Quantity Competition in a Differentiated Duopoly (1984)The Theory of Industrial Organization (1988)Strategic Choice of Quality When Quality is Costly: The Persistence of the High-Quality Advantage (1997)Comparing Cournot and Bertrand equilibria in a differentiated duopoly with product R&D (2002)Competition, Payers, and Hospital Quality1 (2003)Finance and Growth: Schumpeter Might Be Right (1993)A Survey of Corporate Governance (1997)Legal Determinants of External Finance (1997)Crowding out private equity: Canadian evidence (2006)Governmental venture capital for innovative young firms (2014)The Effects of Government-Sponsored Venture Capital: International Evidence (2014)Entrepreneurship: Productive, Unproductive, and Destructive (1990)Entrepreneurship: Productive, unproductive, and destructive (1996)Global Entrepreneurship Monitor (2002)Entrepreneurial aspirations, motivations, and their drivers (2008)Institutional factors, opportunity entrepreneurship and economic growth: Panel data evidence (2015)Twenty-five years of research on institutions, entrepreneurship, and economic growth: what has been learned? (2018)What do venture capitalists do? (1989)Optimal Investment, Monitoring, and the Staging of Venture Capital (1995)Venture Capital and the Professionalization of Start‐Up Firms: Empirical Evidence (2002)Entrepreneurship and Economic Growth (2006)Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans (2007)Legitimate to whom? The challenge of audience diversity and new venture legitimacy (2016)Law and Finance (1998)Finance and Misallocation: Evidence from Plant-Level Data (2014)Productivity Losses from Financial Frictions: Can Self-Financing Undo Capital Misallocation? (2014)Capital Allocation and Productivity in South Europe* (2017)American Economic Review (2019)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)On Persistence in Mutual Fund Performance (1997)A five-factor asset pricing model (2014)Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series (2019)Literature review: Machine learning techniques applied to financial market prediction (2019)Deep learning for financial applications : A survey (2020)Initial conditions and moment restrictions in dynamic panel data models (1995)Initial conditions and moment restrictions in dynamic panel data models (1998)Econometric Analysis of Cross Section and Panel Data (2001)The impact of venture capital on the productivity growth of European entrepreneurial firms: ‘Screening’ or ‘value added’ effect? (2012)Governmental and Independent Venture Capital Investments in Europe: A Firm-Level Performance Analysis (2013)Entrepreneurial innovation: The importance of context (2014)The Relational Organization of Entrepreneurial Ecosystems (2015)Toward a process theory of entrepreneurial ecosystems (2017)
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References

  • 2011Finance and Development: A Tale of Two Sectors978 cited
  • 2007The Effect of Business Regulations on Nascent and Young Business Entrepreneurship813 cited
  • 2016Deep neural networks, gradient-boosted trees, random forests: Statistical arbitrage on the S&P 500749 cited
  • 2010Venture Capital, Entrepreneurship, and Economic Growth672 cited
  • 2002Venture‐Capital Syndication: Improved Venture Selection vs. The Value‐Added Hypothesis641 cited
  • 2009Boulevard of Broken Dreams638 cited
  • 1993Endogenous Quality Choice: Price vs. Quantity Competition548 cited
  • 2002Venture capital in Europe and the financing of innovative companies460 cited
  • 2014Government, venture capital and the growth of European high-tech entrepreneurial firms370 cited
  • 2002Public versus private venture capital: seeding or crowding out? A pan-European analysis357 cited
  • 2007Entrepreneurship And Firm Formation Across Countries308 cited
  • 1995How venture capital firms differ265 cited
  • 2004Aggregate Consequences of Limited Contract Enforceability264 cited
  • 2004TOWARD A GLOBAL MODEL OF VENTURE CAPITAL?259 cited
  • 2013Predicting restaurant financial distress using decision tree and AdaBoosted decision tree models

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215 cited
  • 2014Success in Global Venture Capital Investing: Do Institutional and Cultural Differences Matter?213 cited
  • Cited by

    • 2024Gender quotas, board diversity and spillover effects. Evidence from Italian banks40 cited
    • 2020Factors Responsible for the Success of a Start-up: A Meta-Analytic Approach36 cited
    • 2022Exchange Rate Pass-through in Small, Open, Commodity-exporting Economies: Lessons from Canada31 cited
    • 2022Public Guarantees and Credit Additionality During the Covid-19 Pandemic30 cited
    • 2025Monetary Policy in the Open Economy With Digital Currencies19 cited
    • 2022Determination of essential features for predicting start-up success: an empirical approach using machine learning12 cited