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

Explain about types of costs, Q. Explain about Types of costs? Thus two...

Q. Explain about Types of costs? Thus two types of costs are involved in keeping cash balance in a business- (i) Opportunity Cost (ii) Transaction Cost When cash balan

Basic objectives of cash management, Q. Basic objectives of cash management...

Q. Basic objectives of cash management? The basic objectives of cash management are two-fold: 1) To meet the cash disbursement needs (payment schedule); and 2) To minimize f

Risk of default influence the rate of interest, Q. Risk of default influenc...

Q. Risk of default influence the rate of interest? The bank offering the loan to Blin will make an assessment of the risk that the company might default on its loan commitments

Taxation-hedge fund, Taxation In the US, every state has a different se...

Taxation In the US, every state has a different set of rules governing the taxation of Hedge Funds and the investors who put their money in them. In some countries, Hedge Funds

How to calculate payment of expenses, How to calculate payment of expenses:...

How to calculate payment of expenses: SAIB, LLC is a US company that provides cell phone and internet service; it seeks to expand its international operations into Kyrgyzstan.

Eurocurrency, Eurocurrency A currency on deposit outside its country o...

Eurocurrency A currency on deposit outside its country of source. Such deposits are well known as external currencies, international currencies or xenocurrencies.

present price of the common stock , Church Inc. is currently enjoying rela...

Church Inc. is currently enjoying relatively high growth because of a surge in the demand for its latest product.  Management expects earnings and dividends to grow at a rate of 25

Miller-Orr model, Beta plc sets its minimum cash balance as $1,000.00 & eas...

Beta plc sets its minimum cash balance as $1,000.00 & eastimates the following transaction cost sale/purchase =$12 standrsa deviation =$1,200 per day Interest rate =14.6% p.a or 0

gaaps that are mandatory, a) Talk about in brief the various GAAPs that ar...

a) Talk about in brief the various GAAPs that are mandatory to be followed. b) What are the several components of total cost.

Average of relatives method, Average of Relatives Method We have seen ...

Average of Relatives Method We have seen the construction of an index number using the aggregates method. In this section, we shall see the construction of an index using the

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