ILNumerics - Technical Application Development
SystemObject
ILNumerics.Toolboxes.DistributionsNormalDistribution
Assembly: ILNumerics.Toolboxes.Statistics (in ILNumerics.Toolboxes.Statistics.dll) Version: 5.5.0.0 (5.5.7503.3146)
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Normal distribution.
For details about this distribution, see
Wikipedia - Normal distribution.
[ILNumerics Statistics Toolbox]
Inheritance Hierarchy
ILNumerics.Toolboxes.DistributionsNormalDistribution
Namespace: ILNumerics.Toolboxes.Distributions
Assembly: ILNumerics.Toolboxes.Statistics (in ILNumerics.Toolboxes.Statistics.dll) Version: 5.5.0.0 (5.5.7503.3146)
Syntax
The NormalDistribution type exposes the following members.
Constructors
| Name | Description | |
|---|---|---|
 | NormalDistribution |
Initializes a new instance of the Normal class with a particular mean and standard deviation. The distribution will
be initialized with the default random number generator.
[ILNumerics Statistics Toolbox] |
Properties
| Name | Description | |
|---|---|---|
 | Maximum |
Gets the maximum of the normal distribution.
[ILNumerics Statistics Toolbox] |
| Mean |
Gets or sets the mean (μ) of the normal distribution.
[ILNumerics Statistics Toolbox] |
| Minimum |
Gets the minimum of the normal distribution.
[ILNumerics Statistics Toolbox] |
| Precision |
Gets or sets the precision of the normal distribution.
[ILNumerics Statistics Toolbox] |
| StdDev |
Gets or sets the standard deviation (σ) of the normal distribution. Range: σ ≥ 0.
[ILNumerics Statistics Toolbox] |
| Variance |
Gets or sets the variance of the normal distribution.
[ILNumerics Statistics Toolbox] |
Methods
| Name | Description | |
|---|---|---|
| CumulativeDistribution |
Computes the cumulative distribution (CDF) of the distribution at x, i.e. P(X ≤ x).
[ILNumerics Statistics Toolbox] |
| Density |
Computes the probability density of the distribution (PDF) at x, i.e. ∂P(X ≤ x)/∂x.
[ILNumerics Statistics Toolbox] |
 | Estimate |
Estimates the normal distribution parameters from sample data with maximum-likelihood.
[ILNumerics Statistics Toolbox] |
|
Computes the probability density of the distribution (PDF) at x, i.e. ∂P(X ≤ x)/∂x.
[ILNumerics Statistics Toolbox] | |
| PDFLog |
Computes the log probability density of the distribution (lnPDF) at x, i.e. ln(∂P(X ≤ x)/∂x).
[ILNumerics Statistics Toolbox] |
| Samples |
Computes a set of samples with normal distribution.
[ILNumerics Statistics Toolbox] |
| ToString |
A string representation of the distribution.
(Overrides ObjectToString.)[ILNumerics Statistics Toolbox] |
| WithMeanPrecision |
Constructs a normal distribution from a mean and precision.
[ILNumerics Statistics Toolbox] |
| WithMeanStdDev |
Constructs a normal distribution from a mean and standard deviation.
[ILNumerics Statistics Toolbox] |
| WithMeanVariance |
Constructs a normal distribution from a mean and variance.
[ILNumerics Statistics Toolbox] |
Remarks
[ILNumerics Statistics Toolbox]
See Also