Exam 12: Simulation and Risk Analysis

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Use the information below to answer the following questions). Below is a spreadsheet for Trance Electronics. 1 Trance Electronics 2 3 Data 4 6 Market size 20,000,000 6 Unit (monthly Rx) revenue \ 120.00 7 Unit (monthly Rx) cost \ 50.00 8 Discount rate 8\% 9 10 Project costs 11 R\&D \ 750,000,000 12 Clinical Trials \ 100,000,000 13 Total Project Costs 14 15 Model 16 17 Year 1 2 3 4 5 18 Market growth factor 4\% 4\% 4\% 4\% 19 Market size 20 Market share growth rate 18\% 18\% 18\% 18\% 21 Market share 7\% 22 Sales 23 24 Annual revenue 25 Annual costs 26 Profit 27 Cumulative net profit 28 29 Net present value \quad Suppose that the project manager of Trance Electronics has identified the following uncertain variables in the model and the distributions and parameters that describe them, as follows: Market size: normal with mean of 20,000,000 units and standard deviation of 4,000,000 units. R&D costs: uniform between $600,000,000 and $800,000,000. Clinical trial costs: lognormal with mean of $150,000,000 and standard deviation $30,000,000. Annual market growth factor: triangular with minimum = 2%, maximum = 6%, and most likely = 3%. Annual market share growth rate: triangular with minimum = 15%, maximum = 25%, and most likely = 20%. The number of trials per simulation is equal to 10,000 at a Sim. Random Seed of 2. Run the simulation and answer the following questions using the Analytic Solver Platform. [Hint: choose the closest value.] -What is the risk that the net present value over the 5 years will not be positive?

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Use the information below to answer the following questions). Below is a spreadsheet for Trance Electronics. 1 Trance Electronics 2 3 Data 4 6 Market size 20,000,000 6 Unit (monthly Rx) revenue \ 120.00 7 Unit (monthly Rx) cost \ 50.00 8 Discount rate 8\% 9 10 Project costs 11 R\&D \ 750,000,000 12 Clinical Trials \ 100,000,000 13 Total Project Costs 14 15 Model 16 17 Year 1 2 3 4 5 18 Market growth factor 4\% 4\% 4\% 4\% 19 Market size 20 Market share growth rate 18\% 18\% 18\% 18\% 21 Market share 7\% 22 Sales 23 24 Annual revenue 25 Annual costs 26 Profit 27 Cumulative net profit 28 29 Net present value \quad Suppose that the project manager of Trance Electronics has identified the following uncertain variables in the model and the distributions and parameters that describe them, as follows: Market size: normal with mean of 20,000,000 units and standard deviation of 4,000,000 units. R&D costs: uniform between $600,000,000 and $800,000,000. Clinical trial costs: lognormal with mean of $150,000,000 and standard deviation $30,000,000. Annual market growth factor: triangular with minimum = 2%, maximum = 6%, and most likely = 3%. Annual market share growth rate: triangular with minimum = 15%, maximum = 25%, and most likely = 20%. The number of trials per simulation is equal to 10,000 at a Sim. Random Seed of 2. Run the simulation and answer the following questions using the Analytic Solver Platform. [Hint: choose the closest value.] -What is the expected loss ratio obtained from the simulation results of the net present value?

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Uniform or triangular distributions are used in the absence of data.

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Use the information below to answer the following questions). Below is a spreadsheet for Trance Electronics. 1 Trance Electronics 2 3 Data 4 6 Market size 20,000,000 6 Unit (monthly Rx) revenue \ 120.00 7 Unit (monthly Rx) cost \ 50.00 8 Discount rate 8\% 9 10 Project costs 11 R\&D \ 750,000,000 12 Clinical Trials \ 100,000,000 13 Total Project Costs 14 15 Model 16 17 Year 1 2 3 4 5 18 Market growth factor 4\% 4\% 4\% 4\% 19 Market size 20 Market share growth rate 18\% 18\% 18\% 18\% 21 Market share 7\% 22 Sales 23 24 Annual revenue 25 Annual costs 26 Profit 27 Cumulative net profit 28 29 Net present value \quad Suppose that the project manager of Trance Electronics has identified the following uncertain variables in the model and the distributions and parameters that describe them, as follows: Market size: normal with mean of 20,000,000 units and standard deviation of 4,000,000 units. R&D costs: uniform between $600,000,000 and $800,000,000. Clinical trial costs: lognormal with mean of $150,000,000 and standard deviation $30,000,000. Annual market growth factor: triangular with minimum = 2%, maximum = 6%, and most likely = 3%. Annual market share growth rate: triangular with minimum = 15%, maximum = 25%, and most likely = 20%. The number of trials per simulation is equal to 10,000 at a Sim. Random Seed of 2. Run the simulation and answer the following questions using the Analytic Solver Platform. [Hint: choose the closest value.] -What is the correlation of the market size with the NPV with reference to the sensitivity chart?

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Use the information below to answer the following questions). Below is a spreadsheet for Trance Electronics. 1 Trance Electronics 2 3 Data 4 6 Market size 20,000,000 6 Unit (monthly Rx) revenue \ 120.00 7 Unit (monthly Rx) cost \ 50.00 8 Discount rate 8\% 9 10 Project costs 11 R\&D \ 750,000,000 12 Clinical Trials \ 100,000,000 13 Total Project Costs 14 15 Model 16 17 Year 1 2 3 4 5 18 Market growth factor 4\% 4\% 4\% 4\% 19 Market size 20 Market share growth rate 18\% 18\% 18\% 18\% 21 Market share 7\% 22 Sales 23 24 Annual revenue 25 Annual costs 26 Profit 27 Cumulative net profit 28 29 Net present value \quad Suppose that the project manager of Trance Electronics has identified the following uncertain variables in the model and the distributions and parameters that describe them, as follows: Market size: normal with mean of 20,000,000 units and standard deviation of 4,000,000 units. R&D costs: uniform between $600,000,000 and $800,000,000. Clinical trial costs: lognormal with mean of $150,000,000 and standard deviation $30,000,000. Annual market growth factor: triangular with minimum = 2%, maximum = 6%, and most likely = 3%. Annual market share growth rate: triangular with minimum = 15%, maximum = 25%, and most likely = 20%. The number of trials per simulation is equal to 10,000 at a Sim. Random Seed of 2. Run the simulation and answer the following questions using the Analytic Solver Platform. [Hint: choose the closest value.] -What is the standard deviation obtained from the simulation results of the net present value?

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What is the expected loss determined from the simulation results?

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Answer the following questions) using the Analytic Solver Platform 5000 trials per simulation; use the Latin Hypercube sampling method). [Hint: choose the closest value.] Consider the spreadsheet for a Monte Carlo Simulation in Excel. A B C D E 1 Monte Carlo Sirnulation Histarical in Exarel Candy Sales \ 264.00 2 50 \ 264.00 3 Data 45 \ 264.00 4 40 \ 228.00 5 Selling price \ 18.00 46 \ 264.00 6 Cost \ 12.00 43 \ 255.00 7 Discourt price \ 9.00 43 \ 255.00 8 46 \ 264.00 9 Model 42 \ 246.00 10 44 \ 264.00 11 Dernand 44 43 \ 255.00 12 Purchase Quantity 44 47 \ 264.00 13 41 \ 237.00 14 Quantity Sold 41 \ 237.00 15 Surplus Quantity 45 \ 264.00 16 51 \ 264.00 17 Profit 43 \ 255.00 18 45 \ 264.00 19 42 \ 246.00 20 44 \ 264.00 21 48 \ 264.00 21 Average Profit \quad -What is the value of mode?

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Use the information below to answer the following questions). Below is a spreadsheet for Trance Electronics. 1 Trance Electronics 2 3 Data 4 6 Market size 20,000,000 6 Unit (monthly Rx) revenue \ 120.00 7 Unit (monthly Rx) cost \ 50.00 8 Discount rate 8\% 9 10 Project costs 11 R\&D \ 750,000,000 12 Clinical Trials \ 100,000,000 13 Total Project Costs 14 15 Model 16 17 Year 1 2 3 4 5 18 Market growth factor 4\% 4\% 4\% 4\% 19 Market size 20 Market share growth rate 18\% 18\% 18\% 18\% 21 Market share 7\% 22 Sales 23 24 Annual revenue 25 Annual costs 26 Profit 27 Cumulative net profit 28 29 Net present value \quad Suppose that the project manager of Trance Electronics has identified the following uncertain variables in the model and the distributions and parameters that describe them, as follows: Market size: normal with mean of 20,000,000 units and standard deviation of 4,000,000 units. R&D costs: uniform between $600,000,000 and $800,000,000. Clinical trial costs: lognormal with mean of $150,000,000 and standard deviation $30,000,000. Annual market growth factor: triangular with minimum = 2%, maximum = 6%, and most likely = 3%. Annual market share growth rate: triangular with minimum = 15%, maximum = 25%, and most likely = 20%. The number of trials per simulation is equal to 10,000 at a Sim. Random Seed of 2. Run the simulation and answer the following questions using the Analytic Solver Platform. [Hint: choose the closest value.] -What is the coefficient of variation obtained from the simulation results of the net present value?

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What is the value of mode obtained from the simulation results?

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