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SIN (version 0.5)

A SINful Approach to Selection of Gaussian Graphical Markov Models

Description

This package provides routines to perform SIN model selection as described in Drton & Perlman (2004, 2008). The selected models are represented in the format of the 'ggm' package, which allows in particular parameter estimation in the selected model.

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Version

Install

install.packages('SIN')

Monthly Downloads

17

Version

0.5

License

GPL (>= 2)

Maintainer

Mathias Drton

Last Published

October 29th, 2012

Functions in SIN (0.5)

corkborings

Cork Borings
blauduncan

Blau and Duncan's data on the American occupational structure
fowlbones

Fowl Bones
sinDAG

SIN for acyclic directed graphs
plotCGpvalues

Plot simultaneous p-values for chain graphs
pubprod

Publishing productivity
fisherz

Fisher's z-transform
socstatus

Social Status and Participation
university1992

Druzdzel and Glymour's University Data 1992
glucose

Glucose
hiv

HIV
moth

Noctuid Moth Trappings
sinBG

SIN for bidirected graphs
is.blocks

Check variable blocking
sinCG

SIN for chain graphs
sinUG

SIN for undirected graphs
grades

School Grades
fretsheads

Frets' Heads
simpvalueVec

Simultaneous p-values
simpvalueMx

Simultaneous p-values
plotUGpvalues

Plot simultaneous p-values for undirected graphs
anxietyanger

Anxiety and Anger
stressful

Stressful Events
sur

Simulated Data from Seemingly Unrelated Regressions
holm

Holm's step-down p-values
mathmarks

Mathematics marks
ambition

Ambition and Attainment
plotDAGpvalues

Plot simultaneous p-values for acyclic directed graphs
bodyfat

Body Fat
university1993

Druzdzel and Glymour's University Data 1993
bloodpressure

Blood Pressure
sdcor2cov

Covariance matrix
getgraph

Obtain graph from simultaneous p-values
plotBGpvalues

Plot simultaneous p-values for bidirected graphs