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Startup Valuation with Monte Carlo Simulation Approach

عنوان مقاله: Startup Valuation with Monte Carlo Simulation Approach
شناسه ملی مقاله: CEMCD01_040
منتشر شده در اولین کنفرانس بین المللی مدیریت، اقتصاد، کارآفرینی و مهندسی صنایع در سال 1402
مشخصات نویسندگان مقاله:

Mohammad Majjidi Barzoki - Master Student, Industrial Management, Faculty of Management, University of Tehran, Tehran, Iran
Abbas Ghaderi Mehrabani - Master Student, Industrial Management, Faculty of Management, University of Tehran, Tehran, Iran

خلاصه مقاله:
Venture capital is now considered among the major parts of the world's entrepreneurship ecosystem. One of the main steps of venture capital is to value and discover the price of a startup business. This study reviewed the real data of some startups in different areas to develop an operational model of startups. Then, it defined the distribution functions of non-deterministic parameters of the model and performed a Monte Carlo simulation to investigate different scenarios for a startup value using the discounted cash flow (DCF). The value obtained (after ۱۰,۰۰۰ times of simulation) followed a lognormal and right-skewed distribution. Therefore, this approach can increase the accuracy of valuation and reduce the effects of personal judgment (intuition) on the valuation process. It can increase our knowledge of different value states and possible value distribution functions.Considering the distribution dispersion and the factors affecting it, dynamic valuation can be performed to add to the flexibility of investment and also reduce the risk of capital venture

کلمات کلیدی:
Venture Capital; Valuation; Discounted cash flow (DCF); Monte Carlo simulation; Startup

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1719305/