Package: gpk 1.0

gpk: 100 Data Sets for Statistics Education

Collection of datasets as prepared by Profs. A.P. Gore, S.A. Paranjape, and M.B. Kulkarni of Department of Statistics, Poona University, India. With their permission, first letter of their names forms the name of this package, the package has been built by me and made available for the benefit of R users. This collection requires a rich class of models and can be a very useful building block for a beginner.

Authors:Prabhanjan Tattar

gpk_1.0.tar.gz
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gpk_1.0.tgz(r-4.4-any)gpk_1.0.tgz(r-4.3-any)
gpk_1.0.tar.gz(r-4.5-noble)gpk_1.0.tar.gz(r-4.4-noble)
gpk_1.0.tgz(r-4.4-emscripten)gpk_1.0.tgz(r-4.3-emscripten)
gpk.pdf |gpk.html
gpk/json (API)

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

Peer review:

Datasets:
  • AIDS - AIDS Data Set
  • AirPollution - Air Pollution Data
  • AizawlCancer - Sex-wise differences in cancer types
  • Allergy - Allergy Data Set
  • Asthma1 - Testing Effect of Curcuma Longa
  • Asthma2 - Testing effect of treatment on milk induced Eosinophilia in mice
  • Asthma3 - Effect of curcuma longa on de-granulation of mast cells in mice
  • Asthma4 - Testing effect of Curcuma longa on paw inflammation in rats
  • BANK - Bank Churn data set
  • BPSYS - Two drug comparison
  • Bacteria - A multi-factorial experiment on the bacteria growth in the packaged foods
  • BambooGrowth - Data set relating growth of bamboo to geographic location
  • Bamboolife - Preparing a life table for the Bamboo plant
  • Bananabats - The Bat Census data
  • Barleyheight - Comparison of genotypes and checking time trend
  • BatGroup - Fitting distributions to the bat group size data
  • Batcapture - Understanding seasonality and species composition of bat population
  • Batrecapture - Fitting a model to bat recapture data
  • Biodegradation - Biodegradation of Dimethoate in Industrial Effluents by Brevundimonas species
  • BirthDeath - Changes in Human birth and death rates in India over the 20th century
  • Butterflies - Study of distribution of butterfly species count among 5 groups and in different localities in India
  • COWSDATA - Crossbreeding of Cows
  • Chitalparasite - Understanding the correlation of occurrence of a parasite
  • Cosmetic1 - Testing efficacy of a cosmetic product
  • Crack - Healing the heel
  • Crime - Relation between crime and intelligence
  • DroughtStress - Modeling Genotypic variation in photosynthetic competence of Sorghum bicolor
  • Dunglife - Dung decay data
  • Earthquake - Modeling earthquake aftershocks
  • EarthwormSeason - Population dynamics of earthworms
  • Earthwormbiomass - Earthworms in cultivated soils
  • Euphorbiaceae - Relationship between tree height and girth of Euphorbiaceae
  • Extruder - Understanding effect of manufacturing conditions on product characteristics
  • FAMILY - Understand relationship between height of parents and child
  • Fairness - Comparison of formulations and sample size determination of a fairness product
  • FilariasisSex - Sex related prevalence in human filariasis
  • Filariasisage - Infection among Filariasis
  • Filariasistype - Filariasis and different parasites causing it
  • Fish - Fish species interaction
  • Frog_survival - Fitting Ricker curve to frog survival data
  • Frogfood - Study of growth and food preference over age in frogs
  • Frogmating - Relation between body size and number of mates for the frogs
  • GDS - Modeling Trends in Gross Domestic Savings
  • Geometricbirds - Rank abundance distribution of bird species
  • Heart - Comparison of Test drug with Placebo for Heart Attack
  • Highjump - Guessing the gold medal score for 2004 Olympics
  • IMR - Changes in Infant mortality over last century across countries
  • IOCSharePrice - Modeling share price series of IOC
  • IslandSpArea - Species area relationship
  • Ivoryweight - Trends in illegal ivory trade
  • Lognormalbirds - Species abundance distribution
  • Logseriesbirds - Species abundance distribution
  • Loops - Loops of the finger prints
  • Lung - Smoking and Lung capacity study
  • Mammals - Birth weight and brain size of mammals
  • Mice - Protein intake and lifespan of mice
  • Microgrow - Fit sigmoidal model to bacterial growth
  • Mimosaceae - Relationship between tree height and girth
  • OralCancer - Comparison of two chemotherapy treatments for oral cancer
  • Plaque - Studying effect of toothpaste on plaque accumulation
  • Plastic - Seasonality in sales of plastic granules
  • Poliocases - The number of polio cases
  • Preserve - Predicting fungal growth
  • Production - Quality control for examining consistency in weight
  • Pureforsure - Detection of adulteration
  • Rabbit - Relating Foot length to Body mass
  • Rat - Study of rat burrow architecture
  • RiceWheat - Modeling Rice and Wheat production
  • Sheeplife - Fitting probability distribution to life data of Sheeps
  • SholapurWeather - Has the weather in Sholapur changed over 3 decades?
  • Sorghumheight - Modeling sorghum plant growth
  • SpaccHerb - Species accumulation curve
  • SpaccShrubs - Species accumulation curve
  • Spaceshuttle - Modeling Space shuttle O-ring failure data
  • Spareabirds - Species area curve
  • StemDensity - Vegetation types and tree density
  • TeethNormal - Modeling indicators of dental health
  • Tiger7 - Identification of individual tigers from pugmarks
  • TigerIdentity - Tiger census using scat samples
  • Timber - Genetic and environmental components of tree characteristics
  • Valvefailure - Valve characteristics and numbers of failures in a nuclear reactor
  • Waterquality - Water quality analysis using clustering
  • atombomb - Cancer deaths of atomic bomb survivors
  • birdextinct - Bird extinct at a national park
  • cloudseed - Cloud Seeding
  • elephant - Age and mating success for Elephants
  • fishtoxin - Toxicity effect on fish
  • hundredmrun - Guessing the gold medal score for 2004 Olympics
  • magazine - Time trends in authorship distribution
  • mammalsize - Correlates of brain size for the mammals
  • moth - Natural selection
  • salamander - Habitat preference of salamander
  • widowbird - Mate selection by females

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.69 score 49 scripts 198 downloads 0 exports 0 dependencies

Last updated 11 years agofrom:e34de5aae3. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 08 2024
R-4.5-winOKNov 08 2024
R-4.5-linuxOKNov 08 2024
R-4.4-winOKNov 08 2024
R-4.4-macOKNov 08 2024
R-4.3-winOKNov 08 2024
R-4.3-macOKNov 08 2024

Exports:

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
100 Data Sets for Statistics Educationgpk-package gpk
AIDS Data SetAIDS
Air Pollution DataAirPollution
Sex-wise differences in cancer typesAizawlCancer
Allergy Data SetAllergy
Testing Effect of Curcuma LongaAsthma1
Testing effect of treatment on milk induced Eosinophilia in miceAsthma2
Effect of curcuma longa on de-granulation of mast cells in miceAsthma3
Testing effect of Curcuma longa on paw inflammation in ratsAsthma4
Cancer deaths of atomic bomb survivorsatombomb
A multi-factorial experiment on the bacteria growth in the packaged foodsBacteria
Data set relating growth of bamboo to geographic locationBambooGrowth
Preparing a life table for the Bamboo plantBamboolife
The Bat Census dataBananabats
Bank Churn data setBANK
Comparison of genotypes and checking time trendBarleyheight
Understanding seasonality and species composition of bat populationBatcapture
Fitting distributions to the bat group size dataBatGroup
Fitting a model to bat recapture dataBatrecapture
Biodegradation of Dimethoate in Industrial Effluents by Brevundimonas speciesBiodegradation
Bird extinct at a national parkbirdextinct
Changes in Human birth and death rates in India over the 20th centuryBirthDeath
Two drug comparisonBPSYS
Study of distribution of butterfly species count among 5 groups and in different localities in IndiaButterflies
Understanding the correlation of occurrence of a parasiteChitalparasite
Cloud Seedingcloudseed
Testing efficacy of a cosmetic productCosmetic1
Crossbreeding of CowsCOWSDATA
Healing the heelCrack
Relation between crime and intelligenceCrime
Modeling Genotypic variation in photosynthetic competence of Sorghum bicolorDroughtStress
Dung decay dataDunglife
Modeling earthquake aftershocksEarthquake
Earthworms in cultivated soilsEarthwormbiomass
Population dynamics of earthwormsEarthwormSeason
Age and mating success for Elephantselephant
Relationship between tree height and girth of EuphorbiaceaeEuphorbiaceae
Understanding effect of manufacturing conditions on product characteristicsExtruder
Comparison of formulations and sample size determination of a fairness productFairness
Understand relationship between height of parents and childFAMILY
Infection among FilariasisFilariasisage
Sex related prevalence in human filariasisFilariasisSex
Filariasis and different parasites causing itFilariasistype
Fish species interactionFish
Toxicity effect on fishfishtoxin
Fitting Ricker curve to frog survival dataFrog_survival
Study of growth and food preference over age in frogsFrogfood
Relation between body size and number of mates for the frogsFrogmating
Modeling Trends in Gross Domestic SavingsGDS
Rank abundance distribution of bird speciesGeometricbirds
Comparison of Test drug with Placebo for Heart AttackHeart
Guessing the gold medal score for 2004 OlympicsHighjump
Guessing the gold medal score for 2004 Olympicshundredmrun
Changes in Infant mortality over last century across countriesIMR
Modeling share price series of IOCIOCSharePrice
Species area relationshipIslandSpArea
Trends in illegal ivory tradeIvoryweight
Species abundance distributionLognormalbirds
Species abundance distributionLogseriesbirds
Loops of the finger printsLoops
Smoking and Lung capacity studyLung
Time trends in authorship distributionmagazine
Birth weight and brain size of mammalsMammals
Correlates of brain size for the mammalsmammalsize
Protein intake and lifespan of miceMice
Fit sigmoidal model to bacterial growthMicrogrow
Relationship between tree height and girthMimosaceae
Natural selectionmoth
Comparison of two chemotherapy treatments for oral cancerOralCancer
Studying effect of toothpaste on plaque accumulationPlaque
Seasonality in sales of plastic granulesPlastic
The number of polio casesPoliocases
Predicting fungal growthPreserve
Quality control for examining consistency in weightProduction
Detection of adulterationPureforsure
Relating Foot length to Body massRabbit
Study of rat burrow architectureRat
Modeling Rice and Wheat productionRiceWheat
Habitat preference of salamandersalamander
Fitting probability distribution to life data of SheepsSheeplife
Has the weather in Sholapur changed over 3 decades?SholapurWeather
Modeling sorghum plant growthSorghumheight
Species accumulation curveSpaccHerb
Species accumulation curveSpaccShrubs
Modeling Space shuttle O-ring failure dataSpaceshuttle
Species area curveSpareabirds
Vegetation types and tree densityStemDensity
Modeling indicators of dental healthTeethNormal
Identification of individual tigers from pugmarksTiger7
Tiger census using scat samplesTigerIdentity
Genetic and environmental components of tree characteristicsTimber
Valve characteristics and numbers of failures in a nuclear reactorValvefailure
Water quality analysis using clusteringWaterquality
Mate selection by femaleswidowbird