Function reference • dsdp

Gaussian-based Model

gaussmodel(): Constructor for S3 class gaussmodel

summary(<gaussmodel>): Summary of Gaussian-based model gaussmodel object

plot(<gaussmodel>): Plot a histogram and estimated densities/distributions of Gaussian-based model object

estimate(<gaussmodel>): Estimate Gaussian-based model gaussmodel

func(<gaussmodel>): Return the evaluation of a vector with Gaussian-based model

gauss_est(): Estimate coefficients of a polynomial in Gaussian-based model

pdf_gaussmodel(): Probability density function of Gaussian-based model

cdf_gaussmodel(): Cumulative distribution function of Gaussian-based model

Exponential-based Model

expmodel(): Constructor for S3 class expmodel

summary(<expmodel>): Summary of Exponential-based expmodel object.

plot(<expmodel>): Plot a histogram and estimated densities/distributions of Exponential-based model object

estimate(<expmodel>): Estimate Exponential-based model expmodel

func(<expmodel>): Return the evaluation of a vector with Exponential-based model

exp_est(): Estimate coefficients of a polynomial in Exponential-based Model

pdf_expmodel(): Probability density function of Exponential-based model

cdf_expmodel(): Cumulative distribution function of Expomemtial-based model

Miscellaneous Functions

databinning(): Reduce a data set to representatives of bins and their frequencies

datastats(): Compute the mean and the standard deviation of a data set

histmean(): Compute the mean of a data set

eval_poly(): Evaluate a polynomial

polyaxb(): Substitute a coefficient of polynomial

printf(): printf

igamma(): Incomplete Gamma Function

igammac(): Complementary Incomplete Gamma Function

Generic Functions

estimate(): Generic Method for estimation

func(): Generic Method for evaluate the estimate

mix2gauss: Datasets of Mixture of 2 Gaussian Distributions

mix2gaussHist: Dataset of Mixture of 2 Gaussian Distributions: Histogram version

mix2gauss_fun(): A density function of mixed Gaussian distributions

mix2gauss_gen(): Generate mixed Gaussian random numbers

mix3gauss: Datasets of Mixture of 3 Gaussian Distributions

mix3gauss_fun(): A density function of mixed gaussian distribution

mix3gauss_gen(): Generate Mixed Gaussian Random Numbers

mixexpgamma: Dataset of Mixture of Exponential Distribution and Gamma Distribution

mixExpGammaHist: Dataset of Mixture of Exponential Distribution and Gamma Distribution: Histogram Version

mixexpgamma_fun(): A density function of Mixed Exponential and Gamma Distributions

mixexpgamma_gen(): Generate random numbers of Mixed Exponential and Gamma Distributions

Package Description

dsdp: dsdp: Density Estimation using Semidefinite Programming