RiskPattern.Distribution

RiskPattern.Distribution property

Gets or sets the probability distribution used in Monte Carlo simulation. The default value is ProbabilityDistributionType.Normal.

public ProbabilityDistributionType Distribution { get; set; }

Remarks

Can be one of the values defined in the ProbabilityDistributionType enumeration.

Examples

Shows how to define risk simulation settings.

var settings = new RiskAnalysisSettings();
settings.IterationsCount = 200;

var project = new Project(DataDir + "Software Development Plan-1.mpp");
var task = project.RootTask.Children.GetById(17);

// Initialize a risk pattern
var pattern = new RiskPattern(task);

// Select a distribution type for the random number generator to generate possible values from (only two types currently supported, namely normal and uniform)            
// For more details see here: https://en.wikipedia.org/wiki/Normal_distribution)
pattern.Distribution = ProbabilityDistributionType.Normal;

// Set the percentage of the most likely task duration which can happen in the best possible project scenario 
// The default value is 75, which means that if the estimated specified task duration is 4 days then the optimistic duration will be 3 days
pattern.Optimistic = 70;

// Set the percentage of the most likely task duration which can happen in the worst possible project scenario 
// The default value is 125, which means that if the estimated specified task duration is 4 days then the pessimistic duration will be 5 days.
pattern.Pessimistic = 130;

// Set a confidence level that correspond to the percentage of the time the actual values will be within optimistic and pessimistic estimates. 
// You can think of it as a value of standard deviation: the more uncertain about your estimates you are, the more the value of standard deviation used in random number generator is
pattern.ConfidenceLevel = ConfidenceLevel.CL75;

settings.Patterns.Add(pattern);

var analyzer = new RiskAnalyzer(settings);
var analysisResult = analyzer.Analyze(project);
var earlyFinish = analysisResult.GetRiskItems(RiskItemType.EarlyFinish).Get(project.RootTask);

Console.WriteLine("Expected value: {0}", earlyFinish.ExpectedValue);
Console.WriteLine("StandardDeviation: {0}", earlyFinish.StandardDeviation);
Console.WriteLine("10% Percentile: {0}", earlyFinish.GetPercentile(10));
Console.WriteLine("50% Percentile: {0}", earlyFinish.GetPercentile(50));
Console.WriteLine("90% Percentile: {0}", earlyFinish.GetPercentile(90));
Console.WriteLine("Minimum: {0}", earlyFinish.Minimum);
Console.WriteLine("Maximum: {0}", earlyFinish.Maximum);

analysisResult.SaveReport(OutDir + "AnalysisReport_out.pdf");

See Also