2009•RePEc: Research Papers in EconomicsRequires access

Monte-Carlo Simulations Revised: A Reply to Arqus

Sabrina Dorn

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Abstract

This contribution revises Monte-Carlo based simulation techniques as used in BusinessTaxation and Accounting literature, most prominently proposed by fellows ofTherefore, we focus on a methodically orientated discussion. Our results suggestthe standard approach leads to biased estimates of expected discounted tax paymentsassuming cash flow uncertainty and incomplete loss-offset regulations. We built upcritique by giving an analytical expression for expected discounted tax paymentsformulating the structure of probability weighted tax states in the future conditionalcash flows above or be-low zero. Consequently, this enables us to evaluate the resultsobtained from the standard Monte-Carlo approach within a numerical analysis.

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This contribution revises Monte-Carlo based simulation techniques as used in BusinessTaxation and Accounting literature, most prominently proposed by fellows ofTherefore, we focus on a methodically orientated discussion. Our results suggestthe standard approach leads to biased estimates of expected discounted tax paymentsassuming cash flow uncertainty and incomplete loss-offset regulations. We built upcritique by giving an analytical expression for expected discounted tax paymentsformulating the structure of probability weighted tax states in the future conditionalcash flows above or be-low zero. Consequently, this enables us to evaluate the resultsobtained from the standard Monte-Carlo approach within a numerical analysis.

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Available abstract

This contribution revises Monte-Carlo based simulation techniques as used in BusinessTaxation and Accounting literature, most prominently proposed by fellows ofTherefore, we focus on a methodically orientated discussion. Our results suggestthe standard approach leads to biased estimates of expected discounted tax paymentsassuming cash flow uncertainty and incomplete loss-offset regulations. We built upcritique by giving an analytical expression for expected discounted tax paymentsformulating the structure of probability weighted tax states in the future conditionalcash flows above or be-low zero. Consequently, this enables us to evaluate the resultsobtained from the standard Monte-Carlo approach within a numerical analysis.

Key concepts: Monte Carlo method, Cash flow, Payment, Offset (computer science), Discounted cash flow, Econometrics, Economics, Cash

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