Package: msos 1.2.0

James Balamuta

msos: Data Sets and Functions Used in Multivariate Statistics: Old School by John Marden

Multivariate Analysis methods and data sets used in John Marden's book Multivariate Statistics: Old School (2015) <ISBN:978-1456538835>. This also serves as a companion package for the STAT 571: Multivariate Analysis course offered by the Department of Statistics at the University of Illinois at Urbana-Champaign ('UIUC').

Authors:John Marden [aut, cph], James Balamuta [cre, ctb, com]

msos_1.2.0.tar.gz
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msos.pdf |msos.html✨
msos/json (API)
NEWS

# Install 'msos' in R:
install.packages('msos', repos = c('https://coatless-rpkg.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/coatless-rpkg/msos/issues

Datasets:

On CRAN:

multivariatestatistics

25 exports 3 stars 4.13 score 2 dependencies 1 dependents 30 scripts 248 downloads

Last updated 11 months agofrom:8d80687976. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 09 2024
R-4.5-winOKSep 09 2024
R-4.5-linuxOKSep 09 2024
R-4.4-winOKSep 09 2024
R-4.4-macOKSep 09 2024
R-4.3-winOKSep 09 2024
R-4.3-macOKSep 09 2024

Exports:bothsidesmodelbothsidesmodel.chisquarebothsidesmodel.dfbothsidesmodel.hotellingbothsidesmodel.lrtbothsidesmodel.mlebsm.fitbsm.simplefilloutimaxldalogdetnegentnegent2Dnegent3Dpcbicpcbic.stepwisepcbic.subpatternspcbic.unitepredict_qdaqdareverse.kroneckersilhouette.kmsort_silhouettetr

Dependencies:mclusttree

Readme and manuals

Help Manual

Help pageTopics
Birthrates throughout the day in four Hospitalsbirths
Calculate the least squares estimatesbothsidesmodel
Test subsets of beta are zerobothsidesmodel.chisquare
Obtain the degrees of freedom for a model.bothsidesmodel.df
Test blocks of beta are zero.bothsidesmodel.hotelling
Test subsets of beta are zero.bothsidesmodel.lrt
Calculate the maximum likelihood estimatesbothsidesmodel.mle
Helper function to determine beta estimates for MLE regression with patterning.bsm.fit
Helper function to determine beta estimates for MLE regression.bsm.simple
The Effects of Caffeinecaffeine
Automobile Data from Consumer Reportscars
Cerealcereal
Morphological Measurements on Leptograpsus Crabscrabs
Decathlon Event Data from 2008 Olympics.decathlon08
Decathlon Event Data from 2012 Olympics.decathlon12
Presidential Election Dataelection
Statistics Students' Scores on Examsexams
Make a square matrixfillout
Gradesgrades
Histamine in Dogshistamine
Obtain largest value indeximax
Linear Discriminationlda
Leprosy Patientsleprosy
Log Determinantlogdet
Mouth Sizesmouths
Estimating negative entropynegent
Maximizing negentropy for q = 2 dimensionsnegent2D
Maximizing negentropy for Q = 3 dimensionsnegent3D
The Painter's Data of de Pilespainters
BIC for a particular patternpcbic
Choosing a good patternpcbic.stepwise
Obtain the best subpattern among the patterns.pcbic.subpatterns
Obtain patternpcbic.unite
Planetsplanets
Quadratic discrimination predictionpredict_qda
Prostaglandinprostaglandin
Quadratic discriminationqda
Reverses the matrices in a Kronecker productreverse.kronecker
South African Hearth Disease DataSAheart
Silhouettes for K-Means Clusteringsilhouette.km
Egyptian Skullsskulls
Soft Drinkssoftdrinks
Sort the silhouettes by groupsort_silhouette
SpamSpam
Sports rankingsportsranks
Statesstates
Trace of a Matrixtr