Geometric (FSharp.Stats) | FSharp.Stats

FSharp.Stats

Geometric Type

Namespace: FSharp.Stats.Distributions.Discrete
Assembly: FSharp.Stats.dll
Base Type: obj

Geometric distribution (number of failures before the first success).

Static members

Static member	Description
`Geometric.CDF(p) (k)` Full Usage: `Geometric.CDF(p) (k)` Parameters: p : `'T` k : `int` Returns: `'T` Modifiers: inline Type parameters: 'T	Computes the CDF: P(X ≤ k) = 1 - (1 - p)^(k + 1) p : `'T` k : `int` Returns: `'T`
`Geometric.CheckParam(p)` Full Usage: `Geometric.CheckParam(p)` Parameters: p : `'T` Modifiers: inline Type parameters: 'T	Checks whether the parameter is valid (0.0 < p <= 1.0). p : `'T`
`Geometric.Fit(observations, ?weights)` Full Usage: `Geometric.Fit(observations, ?weights)` Parameters: observations : `^T[]` ?weights : `^T[]` Returns: `^T` Modifiers: inline Type parameters: ^T	Fits the distribution by estimating p = 1 / (mean + 1). observations : `^T[]` ?weights : `^T[]` Returns: `^T`
`Geometric.InvCDF(p) (x)` Full Usage: `Geometric.InvCDF(p) (x)` Parameters: p : `'T` x : `'T` Returns: `int` Modifiers: inline Type parameters: 'T	Computes the inverse CDF (quantile function). p : `'T` x : `'T` Returns: `int`
`Geometric.Mean(p)` Full Usage: `Geometric.Mean(p)` Parameters: p : `^T` Returns: `^T` Modifiers: inline Type parameters: ^T	Computes the mean: (1 - p) / p p : `^T` Returns: `^T`
`Geometric.Mode(p)` Full Usage: `Geometric.Mode(p)` Parameters: p : `'T` Returns: `'T` Modifiers: inline Type parameters: 'T	Computes the mode (always 0). p : `'T` Returns: `'T`
`Geometric.PMF(p) (k)` Full Usage: `Geometric.PMF(p) (k)` Parameters: p : `'T` k : `int` Returns: `'T` Modifiers: inline Type parameters: 'T	Computes the PMF: P(X = k) = (1 - p)^k * p p : `'T` k : `int` Returns: `'T`
`Geometric.StandardDeviation(p)` Full Usage: `Geometric.StandardDeviation(p)` Parameters: p : `^T` Returns: `^T` Modifiers: inline Type parameters: ^T	Computes the standard deviation. p : `^T` Returns: `^T`
`Geometric.ToString(p)` Full Usage: `Geometric.ToString(p)` Parameters: p : `'T` Returns: `string` Modifiers: inline Type parameters: 'T	Returns a formatted string representation. p : `'T` Returns: `string`
`Geometric.Variance(p)` Full Usage: `Geometric.Variance(p)` Parameters: p : `^T` Returns: `^T` Modifiers: inline Type parameters: ^T	Computes the variance: (1 - p) / p^2 p : `^T` Returns: `^T`
`Geometric.sample p` Full Usage: `Geometric.sample p` Parameters: p : `'T` Returns: `int` Modifiers: inline Type parameters: 'T	samples a value using the built-in random number generator. p : `'T` Returns: `int`