Gaussian

public enum Gaussian

Gaussian distribution

  • Returns a SSProbDistParams struct containing mean, variance, kurtosis and skewness of the Gaussian distribution.

    Throws

    SSSwiftyStatsError if df <= 0

    Declaration

    Swift

    public static func para<FPT>(mean m: FPT, standardDeviation s: FPT) -> SSProbDistParams<FPT>? where FPT : Decodable, FPT : Encodable, FPT : SSFloatingPoint

    Parameters

    m

    Mean
    sd

    Standard deviation

  • Returns the CDF of a Gaussian distribution

    Throws

    SSSwiftyStatsError if sd <= 0.0

    Declaration

    Swift

    public static func cdf<FPT>(x: FPT, mean m: FPT, standardDeviation sd: FPT) throws -> FPT where FPT : Decodable, FPT : Encodable, FPT : SSFloatingPoint

    Parameters

    x

    x
    m

    Mean
    sd

    Standard deviation

  • Returns the CDF of a Gaussian distribution

    Throws

    SSSwiftyStatsError if v <= 0.0

    Declaration

    Swift

    public static func cdf<FPT>(x: FPT, mean m: FPT, variance v: FPT) throws -> FPT where FPT : Decodable, FPT : Encodable, FPT : SSFloatingPoint

    Parameters

    x

    x
    m

    Mean
    v

    Variance

  • Returns the PDF of a Gaussian distribution

    Throws

    SSSwiftyStatsError if sd <= 0.0

    Declaration

    Swift

    public static func pdf<FPT>(x: FPT, mean m: FPT, standardDeviation sd: FPT) throws -> FPT where FPT : Decodable, FPT : Encodable, FPT : SSFloatingPoint

    Parameters

    m

    Mean
    sd

    Standard deviation

  • Returns the PDF of a Gaussian distribution

    Throws

    SSSwiftyStatsError if v <= 0.0

    Declaration

    Swift

    public static func pdf<FPT>(x: FPT, mean m: FPT, variance v: FPT) throws -> FPT where FPT : Decodable, FPT : Encodable, FPT : SSFloatingPoint

    Parameters

    x

    x
    m

    Mean
    v

    Variance

  • Returns the quantile function of a Gaussian distribution

    Throws

    SSSwiftyStatsError if sd <= 0.0

    Declaration

    Swift

    public static func quantile<FPT>(p: FPT, mean m: FPT, standardDeviation sd: FPT) throws -> FPT where FPT : Decodable, FPT : Encodable, FPT : SSFloatingPoint

    Parameters

    p

    p
    m

    Mean
    sd

    Standard deviation

  • Returns the quantile function of a Gaussian distribution

    Throws

    SSSwiftyStatsError if v <= 0.0

    Declaration

    Swift

    public static func quantile<FPT>(p: FPT, mean m: FPT, variance v: FPT) throws -> FPT where FPT : Decodable, FPT : Encodable, FPT : SSFloatingPoint

    Parameters

    p

    p
    m

    Mean
    v

    Variance