Monte carlo simulation model, Financial Management

Assignment Help:

Monte Carlo Simulation Model

Monte Carlo simulation is used to analyse to what extent the valuation of the chosen company is dependent on the assumptions. Monte Carlo simulation is based on artificially creating a chance process, running it many times and observing the result (Barreto & Howland, 2005). A deterministic model is created on the excel sheet for the calculation of valuation of the share of the company. A set of inputs are identified that are assumed to arrive at the valuation of the company. These inputs are varied and result of the model is evaluated. This way the model is run many times. Results are analysed using statistical methods like histograms, probability distribution, and summary statistics. Monte Carlo simulation takes into account already defined variables with their all possible values and iterate these values thousands of time to analyse all the possible results expected with the change in inputs.

359_Monte Carlo Simulation.png

Figure: Monte Carlo Simulation model

So in Monte Carlo simulation instead of fixed inputs a probability distribution is applied to some or all of the inputs which generates a probability distribution of the Output.

Analysis of the result of the Monte Carlo simulation is done to analyse how the valuation of the companies changes with the change in inputs. But this simulation requires that inputs like beta, growth rates are defined by a distribution. Distribution could be normal, triangular, binomial, lognormal, studentt, exponential etc. Triangular distribution is typically used where data is predicted subjectively and it is not possible to collect sufficient data for the population sample. This is based on a minimum, maximum and a subjective guess what is the most likely value the data can take.


Related Discussions:- Monte carlo simulation model

What do you mean by s corporation, Q. What do you mean by S Corporation? ...

Q. What do you mean by S Corporation? S Corporation - An S Corporation is a corporation that, under Internal Revenue Code, is normally not subject to federal income taxes. In i

Expalin u.s. dollar weakens in the foreign exchange market, What does it me...

What does it mean when the U.S. dollar weakens in the foreign exchange market? When the U.S. dollar decline in the foreign exchange market one U.S. dollar buys less units of an

Settlement of the index options contract, Settlement of the Index Options C...

Settlement of the Index Options Contract In the index options contract, the premium to be paid or to be received is calculated for each CM after netting the positions at the en

Call provisions, The issuer's right to call back the issue before the...

The issuer's right to call back the issue before the maturity date is referred to as a "call provision". In case of asset-backed securities, the trustee is grante

State the terms- stock and share, Explain the terms- Stock and  Share ...

Explain the terms- Stock and  Share Stock Ownership of a company represented by shares that are a claim on the company's earnings and assets. Share Unit of equity

Forms of regulation, Forms of Regulation There are different forms of r...

Forms of Regulation There are different forms of regulation to regulate market to fulfill certain objectives. These are discussed below: Disclosure Regulation The whole

Prices and yields, Prices and Yields The face value of the government s...

Prices and Yields The face value of the government security is Rs.100 or Rs.1,000. Earlier, that is, before 1950s the government bonds were issued at a discount. There was no f

Mortgages, A mortgage may be defined as a pledge of property ...

A mortgage may be defined as a pledge of property to secure a debt payment; in this context, we will use the term property to mean real estate. If the

Panera bread company, Analysis of the financial statements and accounting p...

Analysis of the financial statements and accounting policies of "Panera" Bread company, in APA format, containing: Financial Statements -Discuss the main financial statemen

Explain savings and loan associations, Savings and loan associations Hi...

Savings and loan associations Historically savings along with loan associations (S&Ls) and thrift institutions have concentrated mostly on residential mortgages by acquiring fu

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd