R: Density Estimation with Semidefinite Programming

# Density Estimation with Semidefinite Programming

## Documentation for package ‘dsdp’ version 0.1.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## 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