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ALSM (version 0.1.9)

Companion to Applied Linear Statistical Models

Description

Functions and Data set presented in Applied Linear Statistical Models Fifth Edition (Chapters 1-9 and 16-25), Michael H. Kutner; Christopher J. Nachtsheim; John Neter; William Li, 2005. (ISBN-10: 0071122214, ISBN-13: 978-0071122214) that do not exist in R, are gathered in this package. The whole book will be covered in the next versions.

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Version

Install

install.packages('ALSM')

Monthly Downloads

120

Version

0.1.9

License

GPL-2 | GPL-3

Maintainer

Ali Ghanbari

Last Published

February 3rd, 2017

Functions in ALSM (0.1.9)

cpc

Calculate cp critera
modelval

Model Validation
bftest

Brown-Forsythe Test between two group
boxcox.sse

Box-Cox Transformations (SSE)
ci.reg

Estimation and confidence interval of Mean Response and Prediction of New Observation in regression model
pressc

calculate PRESS
ssea.oneway

Planning of Sample Sizes with Estimation Approach Single factor ANOVA
BestSub

Automatic Search Procedures for Model Selection; Best Subsets Algorithms
plotmodel.s

plot Criterias for Model Selection
model.s

Criteria for Model Selection
ABTElectronicsCorporation

ABT Electronics Corporation
GroceryRetailer

Grocery Retailer dataset
aligned.dot.plot2

Aligned dot plot specific variable correspond to two factor
CoinOperatedTenninals

Coin Operated Tenninals
GrowthHormone

GrowthHormone
CashOffers

Cash Offers
CastleBakery

Castle Bakery
BodyFat

Body Fat dataset
CrackerPromotion

CrackerPromotion
AuditorTraining_5

Auditor Training ( 5 block)
ProductivityImprovement

Productivity Improvement
ProgrammerRequirements

Programmer Requirements
normal.cor.test

normal correation test
MLS

MLS
RoadPaintWear

RoadPaintWear
ApexEnterprises

ApexEnterprises
AuditorTraining_10

Auditor Training (10 block)
KentonFoodCompany

Kenton Food Company
RiskPremium

Risk Premium
JobProficiencyAdditional

Job Proficiency Additional dataset
Plasma

plasma level of a polyamine
PortraitStudio

Portrait Studio dataset
DiskDriveService

Disk Drive Service
FillingMachines

Filling Machines
towway.ci

Confidence intervals for tow way ANOVA
RustInhibitor

RustIn hibitor
SalableFlowers

Salable Flowers
SurgicalUnit

Surgical Unit dataset
SurgicalUnitAdditional

Surgical Unit Additional dataset
WindingSpeeds

Winding Speeds
TaskCompletion

Task Completion
TolucaCompany

Toluca Company dataset
onerandom

one random effect model
oneway

Single-Factor ANOVA
JobProficiency

Job Proficiency dataset
HayFeverRelief

Hay Fever Relief
satterthwaite

satterthwaite
ServoData

Servo Data