CompPack: A collection of Computational Statistic Functions.

Description Arguments Author(s)

Description

General anneal function, where we conduct a uphill search on the function to find maximum

Arguments

anneal

Uphill search on function

around

Find the Values Around a Particular Value

bootstrap

Bootstrap a simple function

cvscore

Cross Validation for 1-5 order polynomials

cvscore1

Cross Validation for 1st order polynomials

cvsscore2

Cross Validation for 2nd order polynomials

cvsscore3

Cross Validation for 3rd order polynomials

cvsscore4

Cross Validation for 4th order polynomials

cvsscore5

Cross Validation for 5th order polynomials

d1f

Take first derivative of a function

df

Take second derivative of a function

em.mixnorm

EM-Algorithm for Normal Distribution

f.models

Plot a linear, quadratic, cubic and 4th degree models for a 2D dataset.

gold.sect

Golden Section Search Optimization

grid.sect

Grid Section Search Optimization

jackknife

Resamples Data using the Jackknife Method

log.lik

Find the log likelihood of a normal distribution

maxbound

Maxbound Optimization

mc

Generate Markov Chains

mixlike

Compute the log likelihood function for the mixture of normal distributions

mixnorm

Create a Mixture of Normal Distributions

nearest.loc

Find Location of Nearest Value

newton.raph

Newton Raphson Alogorithm

onedfunction

Simple polynomial function

plot.mc

Plot Markov Chains

pois.int

Averages the length of an interval containing a specified time

pois.proc

Simulate a Poisson process of specified length and rate.

pois.rate

Average Time Between Events in a Poisson Process

polar.rnorm

Polar Random Normal

rand.exp

Generate Random Exponential Variables

rand.mvrnorm

Generate Multivariate Normal Distribution

rand.norm

Generate Random Normal Variables

rand.unif

Generate Random Uniform Variables

rand.weib

Generate Random Weibull Variables

tpower.data

Matrix of p-values from the tpower function

twodfunction

Simple 2D function for demonstrations

update.ComPack

Updates CompPack

uphill.mixnorm

uphill search on a mixture of normal distribution

wich.hill

Wichman Hill RNG

Author(s)

Tyler Hunt tyler@psychoanalytix.com

Damon McCafferty damon.mccafferty@economics.utah.edu

Katie Dodds k.dodds@utah.edu

Ernest Chan faiernest418@gmail.com


JackStat/CompPack documentation built on May 7, 2019, 10:16 a.m.