SIN: A SINful Approach to Selection of Gaussian Graphical Markov Models

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.

Author
Mathias Drton <md5@uw.edu>.
Date of publication
2013-12-27 00:54:22
Maintainer
Mathias Drton <md5@uw.edu>
License
GPL (>= 2)
Version
0.6
URLs

View on CRAN

Man pages

ambition
Ambition and Attainment
anxietyanger
Anxiety and Anger
blauduncan
Blau and Duncan's data on the American occupational structure
bloodpressure
Blood Pressure
bodyfat
Body Fat
corkborings
Cork Borings
fisherz
Fisher's z-transform
fowlbones
Fowl Bones
fretsheads
Frets' Heads
getgraph
Obtain graph from simultaneous p-values
glucose
Glucose
grades
School Grades
hiv
HIV
holm
Holm's step-down p-values
is.blocks
Check variable blocking
mathmarks
Mathematics marks
moth
Noctuid Moth Trappings
plotBGpvalues
Plot simultaneous p-values for bidirected graphs
plotCGpvalues
Plot simultaneous p-values for chain graphs
plotDAGpvalues
Plot simultaneous p-values for acyclic directed graphs
plotUGpvalues
Plot simultaneous p-values for undirected graphs
pubprod
Publishing productivity
sdcor2cov
Covariance matrix
simpvalueMx
Simultaneous p-values
simpvalueVec
Simultaneous p-values
sinBG
SIN for bidirected graphs
sinCG
SIN for chain graphs
sinDAG
SIN for acyclic directed graphs
sinUG
SIN for undirected graphs
socstatus
Social Status and Participation
stressful
Stressful Events
sur
Simulated Data from Seemingly Unrelated Regressions
university1992
Druzdzel and Glymour's University Data 1992
university1993
Druzdzel and Glymour's University Data 1993

Files in this package

SIN
SIN/NAMESPACE
SIN/data
SIN/data/pubprod.rda
SIN/data/corkborings.rda
SIN/data/blauduncan.rda
SIN/data/moth.rda
SIN/data/sur.rda
SIN/data/bodyfat.rda
SIN/data/glucose.rda
SIN/data/grades.rda
SIN/data/bloodpressure.rda
SIN/data/anxietyanger.rda
SIN/data/socstatus.rda
SIN/data/university1993.rda
SIN/data/stressful.rda
SIN/data/hiv.rda
SIN/data/mathmarks.rda
SIN/data/fretsheads.rda
SIN/data/ambition.rda
SIN/data/fowlbones.rda
SIN/data/university1992.rda
SIN/R
SIN/R/sinBG.R
SIN/R/sinCG.R
SIN/R/sinUG.R
SIN/R/holm.R
SIN/R/sinhelpfunctions.R
SIN/R/sinDAG.R
SIN/MD5
SIN/DESCRIPTION
SIN/man
SIN/man/moth.Rd
SIN/man/mathmarks.Rd
SIN/man/stressful.Rd
SIN/man/grades.Rd
SIN/man/blauduncan.Rd
SIN/man/plotUGpvalues.Rd
SIN/man/sinDAG.Rd
SIN/man/bloodpressure.Rd
SIN/man/plotDAGpvalues.Rd
SIN/man/sdcor2cov.Rd
SIN/man/anxietyanger.Rd
SIN/man/holm.Rd
SIN/man/bodyfat.Rd
SIN/man/fisherz.Rd
SIN/man/university1993.Rd
SIN/man/plotCGpvalues.Rd
SIN/man/sinUG.Rd
SIN/man/corkborings.Rd
SIN/man/simpvalueVec.Rd
SIN/man/glucose.Rd
SIN/man/plotBGpvalues.Rd
SIN/man/getgraph.Rd
SIN/man/pubprod.Rd
SIN/man/hiv.Rd
SIN/man/simpvalueMx.Rd
SIN/man/university1992.Rd
SIN/man/sinBG.Rd
SIN/man/fretsheads.Rd
SIN/man/sinCG.Rd
SIN/man/socstatus.Rd
SIN/man/is.blocks.Rd
SIN/man/fowlbones.Rd
SIN/man/sur.Rd
SIN/man/ambition.Rd
SIN/INDEX