mixExpGammaHist

Dataset of mixture of exponential distribution and gamma distribution,
histogram version, whose density is:
$$0.2(2 e^{-2x}) + 0.8 \frac{x^3}{3!}e^{-x}.$$

datasets

The models of probability density functions are Gaussian or
exponential distributions with polynomial correction terms.
Using a maximum likelihood method, 'dsdp' computes parameters of Gaussian
or exponential distributions together with degrees of polynomials by
a grid search, and coefficient of polynomials by a variant of semidefinite
programming. It adopts Akaike Information Criterion for model selection.
See a vignette for a tutorial and more on our 'Github' repository
<https://github.com/tsuchiya-lab/dsdp/>.

Satoshi Kakihara

dsdp

Density Estimation with Semidefinite Programming

Takashi Tsuchiya

mixExpGammaHist function

A list of numeric vectors of Mixture of Exponential and Gamma
distribution Model.<dl>
<dt>n200</dt>
<dd>A numeric vector with 200 elements.</dd><dt>n200p</dt>
<dd>Histogram sample data with 25 bins.</dd><dt>n200f</dt>
<dd>Histogram frequency data with 25 bins.</dd><dt>n400</dt>
<dd>A numeric vector with 400 elements.</dd><dt>n400p</dt>
<dd>Histogram sample data with 50 bins.</dd><dt>n400f</dt>
<dd>Histogram frequency data with 50 bins.</dd><dt>n800</dt>
<dd>A numeric vector with 800 elements.</dd><dt>n800p</dt>
<dd>Histogram sample data with 100 bins.</dd><dt>n800f</dt>
<dd>Histogram frequency data with 100 bins.</dd>
</dl>

Format

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

A list of numeric vectors of Mixture of Exponential and Gamma
distribution Model.<dl>
<dt>n200</dt>
<dd>A numeric vector with 200 elements.</dd>

<dt>n200p</dt>
<dd>Histogram sample data with 25 bins.</dd>

<dt>n200f</dt>
<dd>Histogram frequency data with 25 bins.</dd>

<dt>n400</dt>
<dd>A numeric vector with 400 elements.</dd>

<dt>n400p</dt>
<dd>Histogram sample data with 50 bins.</dd>

<dt>n400f</dt>
<dd>Histogram frequency data with 50 bins.</dd>

<dt>n800</dt>
<dd>A numeric vector with 800 elements.</dd>

<dt>n800p</dt>
<dd>Histogram sample data with 100 bins.</dd>

<dt>n800f</dt>
<dd>Histogram frequency data with 100 bins.</dd>


</dl>

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

Description

Usage

Arguments

Format