Density Estimation with Semidefinite Programming

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Documentation for package ‘dsdp’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

cdf_expmodel	Cumulative distribution function of Expomemtial-based model
cdf_gaussmodel	Cumulative distribution function of Gaussian-based model
databinning	Reduce a data set to representatives of bins and their frequencies
datastats	Compute the mean and the standard deviation of a data set
dsdp	dsdp: Density Estimation using Semidefinite Programming
estimate	Generic Method for estimation
estimate.expmodel	Estimate Exponential-based model 'expmodel'
estimate.gaussmodel	Estimate Gaussian-based model 'gaussmodel'
eval_poly	Evaluate a polynomial
expmodel	Constructor for S3 class 'expmodel'
exp_est	Estimate coefficients of a polynomial in Exponential-based Model
func	Generic Method for evaluate the estimate
func.expmodel	Return the evaluation of a vector with Exponential-based model
func.gaussmodel	Return the evaluation of a vector with Gaussian-based model
gaussmodel	Constructor for S3 class 'gaussmodel'
gauss_est	Estimate coefficients of a polynomial in Gaussian-based model
histmean	Compute the mean of a data set
igamma	Incomplete Gamma Function
igammac	Complementary Incomplete Gamma Function
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
pdf_expmodel	Probability density function of Exponential-based model
pdf_gaussmodel	Probability density function of Gaussian-based model
plot.expmodel	Plot a histogram and estimated densities/distributions of Exponential-based model object
plot.gaussmodel	Plot a histogram and estimated densities/distributions of Gaussian-based model object
polyaxb	Substitute a coefficient of polynomial
printf	printf
summary.expmodel	Summary of Exponential-based 'expmodel' object.
summary.gaussmodel	Summary of Gaussian-based model 'gaussmodel' object