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docopulae (version 0.3.2)

Optimal Designs for Copula Models

Description

A direct approach to optimal designs for copula models based on the Fisher information. Provides flexible functions for building joint PDFs, evaluating the Fisher information and finding optimal designs. It includes an extensible solution to summation and integration called 'nint', functions for transforming, plotting and comparing designs, as well as a set of tools for common low-level tasks.

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Install

install.packages('docopulae')

Monthly Downloads

178

Version

0.3.2

License

MIT + file LICENSE

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Maintainer

Andreas Rappold

Last Published

October 14th, 2015

Functions in docopulae (0.3.2)

design

Design
nint_ERROR

Space Validation Errors
integrateA

Integrate Alternative
expr2f

Expression To Function
nint_space

Space
nint_integrateNFunc

Integrate N Function
nint_funcDim

Function Dimension
nint_integrate

Integrate
nint_integrateNCube

Integrate Hypercube
param

Parametric Model
buildf

Build Density
Dsensitivity

D Sensitivity
numDerivLogf

Build Derivative Function for Log f
roworder

Matrix Ordering Permutation
getM

Get Fisher Information
nint_TYPE

Dimension Type Attribute Values
plot.desigh

Plot Design
reduce

Reduce Design
print.nint_space

Print Space
nint_expandSpace

Expand Space
nint_validateSpace

Validate Space
docopulae

Design of Experiments with Copulas
nint_scatDim

Scatter Dimension
nint_intvDim

Interval Dimension
update.param

Update Parametric Model
DerivLogf

Build Derivative Function for Log f
FedorovWynn

Fedorov Wynn
Defficiency

D Efficiency
nint_transform

Transform Integral
rowmatch

Row Matching
seq1

Sequence Generation
fisherI

Fisher Information
nint_gridDim

Grid Dimension