Closed form distributions, based on elementary functions#
- Boost: Arcsine Distribution
- Boost: Cauchy distribution
- Boost: Exponential distribution
Ctx.exponential_pdf()Ctx.exponential_cdf()Ctx.exponential_qtf()ctx.dist_exponentialdist_exponential.pdf()dist_exponential.cdf()dist_exponential.sf()dist_exponential.qtf()dist_exponential.isf()dist_exponential.c_x()dist_exponential.m_x()dist_exponential.k_x()dist_exponential.moments()dist_exponential.cumulants()
- Boost: Gumbel (Generalized Extreme Value distribution Type-I) distribution
- Boost: Hyperexponential Distribution
Ctx.hyperexponential_pdf()Ctx.hyperexponential_cdf()Ctx.hyperexponential_qtf()ctx.dist_hyperexponentialdist_hyperexponential.pdf()dist_hyperexponential.cdf()dist_hyperexponential.sf()dist_hyperexponential.qtf()dist_hyperexponential.isf()dist_hyperexponential.c_x()dist_hyperexponential.m_x()dist_hyperexponential.k_x()dist_hyperexponential.moments()dist_hyperexponential.cumulants()
- !!!Boost: Kumaraswamy distribution
Ctx.kumaraswamy_pdf()Ctx.kumaraswamy_cdf()Ctx.kumaraswamy_qtf()ctx.dist_kumaraswamydist_kumaraswamy.pdf()dist_kumaraswamy.cdf()dist_kumaraswamy.sf()dist_kumaraswamy.qtf()dist_kumaraswamy.isf()dist_kumaraswamy.c_x()dist_kumaraswamy.m_x()dist_kumaraswamy.k_x()dist_kumaraswamy.moments()dist_kumaraswamy.cumulants()
- Boost: Laplace distribution
- Boost: Logistic distribution
- Boost: Pareto distribution
- Boost: Rayleigh distribution
- Boost: Triangular Distribution
Ctx.triangular_pdf()Ctx.triangular_cdf()Ctx.triangular_qtf()ctx.dist_triangulardist_triangular.pdf()dist_triangular.cdf()dist_triangular.sf()dist_triangular.qtf()dist_triangular.isf()dist_triangular.c_x()dist_triangular.m_x()dist_triangular.k_x()dist_triangular.moments()dist_triangular.cumulants()
- Boost: Uniform distribution
- Boost: Weibull (Minimum-Type-III) distribution
- Dagum (Burr Type III) distribution
- Fisk (log-logistic) distribution
- Fréchet (Maximum/Minimum-Type-II or Inverse Weibull) distribution
- Generalized Extreme Value (Maximum) or GEV distribution
- Generalized Pareto distribution
- Gompertz-Makeham distribution
- Lomax distribution
- Shifted Gompertz distribution
ctx.dist_shifted_gompertzdist_shifted_gompertz.pdf()dist_shifted_gompertz.cdf()dist_shifted_gompertz.sf()dist_shifted_gompertz.qtf()dist_shifted_gompertz.isf()dist_shifted_gompertz.c_x()dist_shifted_gompertz.m_x()dist_shifted_gompertz.k_x()dist_shifted_gompertz.moments()dist_shifted_gompertz.cumulants()
- Singh-Maddala (Burr Type XII) distribution