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Monte Carlo Simulations for Real Estate Valuation

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Author Info
Martin Hoesli ()
Elion Jani ()
André Bender ()
Abstract

We use the Adjusted Present Value (APV) method with Monte Carlo simulations for real estate valuation purposes. Monte Carlo simulations make it possible to incorporate the uncertainty of valuation parameters, in particular of future cash flows, of discount rates and of terminal values. We use empirical data to extract information about the probability distributions of the various parameters and suggest a simple model to compute the discount rate. We forecast the term structure of interest rates using a Cox et al. (1985) model, and then add a premium that is related to both the real estate market and selected property-specific characteristics. Our empirical results suggest that the central values of our simulations are in most cases slightly less than the hedonic values. The confidence intervals are found to be most sensitive to the long-term equilibrium interest rate being used and to the expected growth rate of the terminal value.

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Publisher Info
Paper provided by International Center for Financial Asset Management and Engineering in its series FAME Research Paper Series with number rp148.

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Date of creation: Jun 2005
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Handle: RePEc:fam:rpseri:rp148

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Related research
Keywords: Real estate valuation; Monte Carlo simulations; Adjusted Present Value (APV);

Find related papers by JEL classification:
R32 - Urban, Rural, and Regional Economics - - Production Analysis and Firm Location - - - Other Production and Pricing Analysis
G12 - Financial Economics - - General Financial Markets - - - Asset Pricing
G23 - Financial Economics - - Financial Institutions and Services - - - Pension Funds; Other Private Financial Institutions

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This page was last updated on 2009-11-19.


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