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JijauiSudan Academy of Sciences Atomic Energy CouncilMonte Carlo Simulation for Dual Head Gamma CameraBy Yousif bashir Soliman Osman B.Sc. (Hons).Medical Physics, AL Neelain University, 2012A thesis
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Define the problem you want to simulate with Monte Carlo method
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Identify the input variables and their probability distributions
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Monte Carlo simulation is a quantitative technique that uses random sampling and statistical modeling to estimate the likelihood of different outcomes in a process that cannot easily be predicted due to the intervention of random variables.
Individuals or organizations involved in project management, finance, and risk assessment are often required to use Monte Carlo simulations to evaluate potential outcomes and make informed decisions.
To perform a Monte Carlo simulation, define the problem, identify input variables and their probability distributions, run simulations using random sampling to generate a range of possible outcomes, and analyze the results to understand risks and probabilities.
The purpose of Monte Carlo simulation is to provide a comprehensive understanding of the risks and uncertainties associated with specific decisions and to inform stakeholders about potential outcomes.
The report should include the model description, input variables, the probability distributions used, simulation results (including mean, median, and range of outcomes), and visualization of results, such as histograms or cumulative distribution functions.
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