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SIN (version 0.4)

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

56

Version

0.4

License

GPL (>= 2)

Maintainer

Mathias Drton

Last Published

July 23rd, 2009

Functions in SIN (0.4)

moth

Noctuid Moth Trappings
fowlbones

Fowl Bones
getgraph

Obtain graph from simultaneous p-values
sinBG

SIN for bidirected graphs
socstatus

Social Status and Participation
glucose

Glucose
university1993

Druzdzel and Glymour's University Data 1993
pubprod

Publishing productivity
grades

School Grades
bloodpressure

Blood Pressure
stressful

Stressful Events
simpvalueMx

Simultaneous p-values
corkborings

Cork Borings
ambition

Ambition and Attainment
sdcor2cov

Covariance matrix
plotUGpvalues

Plot simultaneous p-values for undirected graphs
mathmarks

Mathematics marks
sinUG

SIN for undirected graphs
is.blocks

Check variable blocking
plotBGpvalues

Plot simultaneous p-values for bidirected graphs
bodyfat

Body Fat
holm

Holm's step-down p-values
sinCG

SIN for chain graphs
anxietyanger

Anxiety and Anger
sur

Simulated Data from Seemingly Unrelated Regressions
simpvalueVec

Simultaneous p-values
blauduncan

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

Frets' Heads
hiv

HIV
plotDAGpvalues

Plot simultaneous p-values for acyclic directed graphs
sinDAG

SIN for acyclic directed graphs
plotCGpvalues

Plot simultaneous p-values for chain graphs
university1992

Druzdzel and Glymour's University Data 1992
fisherz

Fisher's z-transform