Overview

Introduction to Applied Statistics is a Vanderbilt Summer Academy (VSA) course designed for gifted adolescents students. It was taught during Summer Session I (June 12-17, 2016).

Media stories about ``the latest scientific findings’’ can range from the plausible to the silly. This class will help you learn to separate truth from fiction by introducing you to the basic statistical methods and tools used in psychological research. You will learn to use R, a free and powerful statistical software package, to conduct and interpret basic scientific statistical tests. You will begin to recognize the difference between proper and improper use of data, especially the distinction between correlation and causation (e.g., why margarine consumption does not actually lead to more divorces in the state of Maine). For the final project, you will formulate and answer your own scientific research question using these new tools and real psychology data.


Instructor Information


Instructor

Name: S. Mason Garrison

Teaching Assistant

Name: Catalina Ordorica

Materials

Course Materials

R Materials

PowerPoint Slides

Poster Template

Poster Template Source, which I presented at an academic conference in 2014.


Schedule



Day 1 (June 13)

Topics: Research Design, Sampling, and Measurement
Project: Select Dataset
Study Hall: Read selections from ``How to Lie with Statistics’’

Day 2 (June 14)

Topics: Summary Statistics
Project: Describe Relevant Variables
Study Hall: Read selections from ``How to Lie with Statistics’’

Day 3 (June 15)

Topics: Distributions and Hypothesis Testing
Project: Formulate Hypothesis
Study Hall: Chance Magazine on Extrapolation

Day 4 (June 16)

Topics: Correlation and Causation
Project: Test and Interpret

Day 5 (June 17)

Topics: Presentation
Project: Present Project to Class and Share During Open House.

Data

Package Item Title csv doc
datasets AirPassengers Monthly Airline Passenger Numbers 1949-1960 CSV DOC
datasets BJsales Sales Data with Leading Indicator CSV DOC
datasets BOD Biochemical Oxygen Demand CSV DOC
datasets Formaldehyde Determination of Formaldehyde CSV DOC
datasets HairEyeColor Hair and Eye Color of Statistics Students CSV DOC
datasets InsectSprays Effectiveness of Insect Sprays CSV DOC
datasets JohnsonJohnson Quarterly Earnings per Johnson & Johnson Share CSV DOC
datasets LakeHuron Level of Lake Huron 1875-1972 CSV DOC
datasets LifeCycleSavings Intercountry Life-Cycle Savings Data CSV DOC
datasets Nile Flow of the River Nile CSV DOC
datasets OrchardSprays Potency of Orchard Sprays CSV DOC
datasets PlantGrowth Results from an Experiment on Plant Growth CSV DOC
datasets Puromycin Reaction Velocity of an Enzymatic Reaction CSV DOC
datasets Titanic Survival of passengers on the Titanic CSV DOC
Mason Titanic Individual Data Survival of passengers on the Titanic CSV
datasets ToothGrowth The Effect of Vitamin C on Tooth Growth in Guinea Pigs CSV DOC
datasets UCBAdmissions Student Admissions at UC Berkeley CSV DOC
datasets UKDriverDeaths Road Casualties in Great Britain 1969-84 CSV DOC
datasets UKgas UK Quarterly Gas Consumption CSV DOC
datasets USAccDeaths Accidental Deaths in the US 1973-1978 CSV DOC
datasets USArrests Violent Crime Rates by US State CSV DOC
datasets USJudgeRatings Lawyers’ Ratings of State Judges in the US Superior Court CSV DOC
datasets USPersonalExpenditure Personal Expenditure Data CSV DOC
datasets VADeaths Death Rates in Virginia (1940) CSV DOC
datasets WWWusage Internet Usage per Minute CSV DOC
datasets WorldPhones The World’s Telephones CSV DOC
datasets airmiles Passenger Miles on Commercial US Airlines, 1937-1960 CSV DOC
datasets airquality New York Air Quality Measurements CSV DOC
datasets anscombe Anscombe’s Quartet of ‘Identical’ Simple Linear Regressions CSV DOC
datasets attenu The Joyner-Boore Attenuation Data CSV DOC
datasets attitude The Chatterjee-Price Attitude Data CSV DOC
datasets austres Quarterly Time Series of the Number of Australian Residents CSV DOC
datasets cars Speed and Stopping Distances of Cars CSV DOC
datasets chickwts Chicken Weights by Feed Type CSV DOC
datasets co2 Mauna Loa Atmospheric CO2 Concentration CSV DOC
datasets crimtab Student’s 3000 Criminals Data CSV DOC
datasets discoveries Yearly Numbers of Important Discoveries CSV DOC
datasets esoph Smoking, Alcohol and (O)esophageal Cancer CSV DOC
datasets euro Conversion Rates of Euro Currencies CSV DOC
datasets faithful Old Faithful Geyser Data CSV DOC
datasets freeny Freeny’s Revenue Data CSV DOC
datasets infert Infertility after Spontaneous and Induced Abortion CSV DOC
datasets iris Edgar Anderson’s Iris Data CSV DOC
datasets islands Areas of the World’s Major Landmasses CSV DOC
datasets lh Luteinizing Hormone in Blood Samples CSV DOC
datasets longley Longley’s Economic Regression Data CSV DOC
datasets lynx Annual Canadian Lynx trappings 1821-1934 CSV DOC
datasets morley Michelson Speed of Light Data CSV DOC
datasets mtcars Motor Trend Car Road Tests CSV DOC
datasets nhtemp Average Yearly Temperatures in New Haven CSV DOC
datasets nottem Average Monthly Temperatures at Nottingham, 1920-1939 CSV DOC
datasets npk Classical N, P, K Factorial Experiment CSV DOC
datasets occupationalStatus Occupational Status of Fathers and their Sons CSV DOC
datasets precip Annual Precipitation in US Cities CSV DOC
datasets presidents Quarterly Approval Ratings of US Presidents CSV DOC
datasets pressure Vapor Pressure of Mercury as a Function of Temperature CSV DOC
datasets quakes Locations of Earthquakes off Fiji CSV DOC
datasets randu Random Numbers from Congruential Generator RANDU CSV DOC
datasets rivers Lengths of Major North American Rivers CSV DOC
datasets rock Measurements on Petroleum Rock Samples CSV DOC
datasets sleep Student’s Sleep Data CSV DOC
datasets stackloss Brownlee’s Stack Loss Plant Data CSV DOC
datasets sunspot.month Monthly Sunspot Data, from 1749 to “Present” CSV DOC
datasets sunspot.year Yearly Sunspot Data, 1700-1988 CSV DOC
datasets sunspots Monthly Sunspot Numbers, 1749-1983 CSV DOC
datasets swiss Swiss Fertility and Socioeconomic Indicators (1888) Data CSV DOC
datasets treering Yearly Treering Data, -6000-1979 CSV DOC
datasets trees Girth, Height and Volume for Black Cherry Trees CSV DOC
datasets uspop Populations Recorded by the US Census CSV DOC
datasets volcano Topographic Information on Auckland’s Maunga Whau Volcano CSV DOC
datasets warpbreaks The Number of Breaks in Yarn during Weaving CSV DOC
datasets women Average Heights and Weights for American Women CSV DOC
boot acme Monthly Excess Returns CSV DOC
boot aids Delay in AIDS Reporting in England and Wales CSV DOC
boot aircondit Failures of Air-conditioning Equipment CSV DOC
boot aircondit7 Failures of Air-conditioning Equipment CSV DOC
boot amis Car Speeding and Warning Signs CSV DOC
boot aml Remission Times for Acute Myelogenous Leukaemia CSV DOC
boot bigcity Population of U.S. Cities CSV DOC
boot brambles Spatial Location of Bramble Canes CSV DOC
boot breslow Smoking Deaths Among Doctors CSV DOC
boot calcium Calcium Uptake Data CSV DOC
boot cane Sugar-cane Disease Data CSV DOC
boot capability Simulated Manufacturing Process Data CSV DOC
boot catsM Weight Data for Domestic Cats CSV DOC
boot cav Position of Muscle Caveolae CSV DOC
boot cd4 CD4 Counts for HIV-Positive Patients CSV DOC
boot channing Channing House Data CSV DOC
boot city Population of U.S. Cities CSV DOC
boot claridge Genetic Links to Left-handedness CSV DOC
boot cloth Number of Flaws in Cloth CSV DOC
boot co.transfer Carbon Monoxide Transfer CSV DOC
boot coal Dates of Coal Mining Disasters CSV DOC
boot darwin Darwin’s Plant Height Differences CSV DOC
boot dogs Cardiac Data for Domestic Dogs CSV DOC
boot downs.bc Incidence of Down’s Syndrome in British Columbia CSV DOC
boot ducks Behavioral and Plumage Characteristics of Hybrid Ducks CSV DOC
boot fir Counts of Balsam-fir Seedlings CSV DOC
boot frets Head Dimensions in Brothers CSV DOC
boot grav Acceleration Due to Gravity CSV DOC
boot gravity Acceleration Due to Gravity CSV DOC
boot hirose Failure Time of PET Film CSV DOC
boot islay Jura Quartzite Azimuths on Islay CSV DOC
boot manaus Average Heights of the Rio Negro river at Manaus CSV DOC
boot melanoma Survival from Malignant Melanoma CSV DOC
boot motor Data from a Simulated Motorcycle Accident CSV DOC
boot neuro Neurophysiological Point Process Data CSV DOC
boot nitrofen Toxicity of Nitrofen in Aquatic Systems CSV DOC
boot nodal Nodal Involvement in Prostate Cancer CSV DOC
boot nuclear Nuclear Power Station Construction Data CSV DOC
boot paulsen Neurotransmission in Guinea Pig Brains CSV DOC
boot poisons Animal Survival Times CSV DOC
boot polar Pole Positions of New Caledonian Laterites CSV DOC
boot remission Cancer Remission and Cell Activity CSV DOC
boot salinity Water Salinity and River Discharge CSV DOC
boot survival Survival of Rats after Radiation Doses CSV DOC
boot tau Tau Particle Decay Modes CSV DOC
boot tuna Tuna Sighting Data CSV DOC
boot urine Urine Analysis Data CSV DOC
boot wool Australian Relative Wool Prices CSV DOC
KMsurv aids data from Section 1.19 CSV DOC
KMsurv alloauto data from Section 1.9 CSV DOC
KMsurv allograft data from Exercise 13.1, p418 CSV DOC
KMsurv azt data from Exercise 4.7, p122 CSV DOC
KMsurv baboon data from Exercise 5.8, p147 CSV DOC
KMsurv bcdeter data from Section 1.18 CSV DOC
KMsurv bfeed data from Section 1.14 CSV DOC
KMsurv bmt data from Section 1.3 CSV DOC
KMsurv bnct data from Exercise 7.7, p223 CSV DOC
KMsurv btrial data from Section 1.5 CSV DOC
KMsurv burn data from Section 1.6 CSV DOC
KMsurv channing data from Section 1.16 CSV DOC
KMsurv drug6mp data from Section 1.2 CSV DOC
KMsurv drughiv data from Exercise 7.6, p222 CSV DOC
KMsurv hodg data from Section 1.10 CSV DOC
KMsurv kidney data from Section 1.4 CSV DOC
KMsurv kidrecurr Data on 38 individuals using a kidney dialysis machine CSV DOC
KMsurv kidtran data from Section 1.7 CSV DOC
KMsurv larynx data from Section 1.8 CSV DOC
KMsurv lung data from Exercise 4.4, p120 CSV DOC
KMsurv pneumon data from Section 1.13 CSV DOC
KMsurv psych data from Section 1.15 CSV DOC
KMsurv rats data from Exercise 7.13, p225 CSV DOC
KMsurv std data from Section 1.12 CSV DOC
KMsurv stddiag data from Exercise 5.6, p146 CSV DOC
KMsurv tongue data from Section 1.11 CSV DOC
KMsurv twins data from Exercise 7.14, p225 CSV DOC
robustbase Animals2 Brain and Body Weights for 65 Species of Land Animals CSV DOC
robustbase CrohnD Crohn’s Disease Adverse Events Data CSV DOC
robustbase NOxEmissions NOx Air Pollution Data CSV DOC
robustbase SiegelsEx Siegel’s Exact Fit Example Data CSV DOC
robustbase aircraft Aircraft Data CSV DOC
robustbase airmay Air Quality Data CSV DOC
robustbase alcohol Alcohol Solubility in Water Data CSV DOC
robustbase ambientNOxCH Daily Means of NOx (mono-nitrogen oxides) in air CSV DOC
robustbase bushfire Campbell Bushfire Data CSV DOC
robustbase carrots Insect Damages on Carrots CSV DOC
robustbase cloud Cloud point of a Liquid CSV DOC
robustbase coleman Coleman Data Set CSV DOC
robustbase condroz Condroz Data CSV DOC
robustbase cushny Cushny and Peebles Prolongation of Sleep Data CSV DOC
robustbase delivery Delivery Time Data CSV DOC
robustbase education Education Expenditure Data CSV DOC
robustbase epilepsy Epilepsy Attacks Data Set CSV DOC
robustbase exAM Example Data of Antille and May - for Simple Regression CSV DOC
robustbase foodstamp Food Stamp Program Participation CSV DOC
robustbase hbk Hawkins, Bradu, Kass’s Artificial Data CSV DOC
robustbase heart Heart Catherization Data CSV DOC
robustbase kootenay Waterflow Measurements of Kootenay River in Libby and Newgate CSV DOC
robustbase lactic Lactic Acid Concentration Measurement Data CSV DOC
robustbase milk Daudin’s Milk Composition Data CSV DOC
robustbase pension Pension Funds Data CSV DOC
robustbase phosphor Phosphorus Content Data CSV DOC
robustbase pilot Pilot-Plant Data CSV DOC
robustbase possumDiv Possum Diversity Data CSV DOC
robustbase pulpfiber Pulp Fiber and Paper Data CSV DOC
robustbase radarImage Satellite Radar Image Data from near Munich CSV DOC
robustbase salinity Salinity Data CSV DOC
robustbase starsCYG Hertzsprung-Russell Diagram Data of Star Cluster CYG OB1 CSV DOC
robustbase telef Number of International Calls from Belgium CSV DOC
robustbase toxicity Toxicity of Carboxylic Acids Data CSV DOC
robustbase vaso Vaso Constriction Skin Data Set CSV DOC
robustbase wagnerGrowth Wagner’s Hannover Employment Growth Data CSV DOC
robustbase wood Modified Data on Wood Specific Gravity CSV DOC
car AMSsurvey American Math Society Survey Data CSV DOC
car Adler Experimenter Expectations CSV DOC
car Angell Moral Integration of American Cities CSV DOC
car Anscombe U. S. State Public-School Expenditures CSV DOC
car Baumann Methods of Teaching Reading Comprehension CSV DOC
car Bfox Canadian Women’s Labour-Force Participation CSV DOC
car Blackmoor Exercise Histories of Eating-Disordered and Control Subjects CSV DOC
car Burt Possibly Fraudulent Data on IQs of Twins Raised Apart CSV DOC
car CanPop Canadian Population Data CSV DOC
car Chile Voting Intentions in the 1988 Chilean Plebiscite CSV DOC
car Chirot The 1907 Romanian Peasant Rebellion CSV DOC
car Cowles Cowles and Davis’s Data on Volunteering CSV DOC
car Davis Self-Reports of Height and Weight CSV DOC
car DavisThin Davis’s Data on Drive for Thinness CSV DOC
car Depredations Minnesota Wolf Depredation Data CSV DOC
car Duncan Duncan’s Occupational Prestige Data CSV DOC
car Ericksen The 1980 U.S. Census Undercount CSV DOC
car Florida Florida County Voting CSV DOC
car Freedman Crowding and Crime in U. S. Metropolitan Areas CSV DOC
car Friendly Format Effects on Recall CSV DOC
car Ginzberg Data on Depression CSV DOC
car Greene Refugee Appeals CSV DOC
car Guyer Anonymity and Cooperation CSV DOC
car Hartnagel Canadian Crime-Rates Time Series CSV DOC
car Highway1 Highway Accidents CSV DOC
car Leinhardt Data on Infant-Mortality CSV DOC
car Mandel Contrived Collinear Data CSV DOC
car Migration Canadian Interprovincial Migration Data CSV DOC
car Moore Status, Authoritarianism, and Conformity CSV DOC
car Mroz U.S. Women’s Labor-Force Participation CSV DOC
car OBrienKaiser O’Brien and Kaiser’s Repeated-Measures Data CSV DOC
car Ornstein Interlocking Directorates Among Major Canadian Firms CSV DOC
car Pottery Chemical Composition of Pottery CSV DOC
car Prestige Prestige of Canadian Occupations CSV DOC
car Quartet Four Regression Datasets CSV DOC
car Robey Fertility and Contraception CSV DOC
car SLID Survey of Labour and Income Dynamics CSV DOC
car Sahlins Agricultural Production in Mazulu Village CSV DOC
car Salaries Salaries for Professors CSV DOC
car Soils Soil Compositions of Physical and Chemical Characteristics CSV DOC
car States Education and Related Statistics for the U.S. States CSV DOC
car Transact Transaction data CSV DOC
car UN GDP and Infant Mortality CSV DOC
car USPop Population of the United States CSV DOC
car Vocab Vocabulary and Education CSV DOC
car WeightLoss Weight Loss Data CSV DOC
car Womenlf Canadian Women’s Labour-Force Participation CSV DOC
car Wool Wool data CSV DOC
cluster agriculture European Union Agricultural Workforces CSV DOC
cluster animals Attributes of Animals CSV DOC
cluster chorSub Subset of C-horizon of Kola Data CSV DOC
cluster flower Flower Characteristics CSV DOC
cluster plantTraits Plant Species Traits Data CSV DOC
cluster pluton Isotopic Composition Plutonium Batches CSV DOC
cluster ruspini Ruspini Data CSV DOC
cluster votes.repub Votes for Republican Candidate in Presidential Elections CSV DOC
cluster xclara Bivariate Data Set with 3 Clusters CSV DOC
COUNT affairs affairs CSV DOC
COUNT azcabgptca azcabgptca CSV DOC
COUNT azdrg112 azdrg112 CSV DOC
COUNT azpro azpro CSV DOC
COUNT azprocedure azprocedure CSV DOC
COUNT badhealth badhealth CSV DOC
COUNT fasttrakg fasttrakg CSV DOC
COUNT fishing fishing CSV DOC
COUNT lbw lbw CSV DOC
COUNT lbwgrp lbwgrp CSV DOC
COUNT loomis loomis CSV DOC
COUNT mdvis mdvis CSV DOC
COUNT medpar medpar CSV DOC
COUNT nuts nuts CSV DOC
COUNT rwm rwm CSV DOC
COUNT rwm1984 rwm1984 CSV DOC
COUNT rwm5yr rwm5yr CSV DOC
COUNT ships ships CSV DOC
COUNT smoking smoking CSV DOC
COUNT titanic titanic CSV DOC
COUNT titanicgrp titanicgrp CSV DOC
Ecdat Accident Ship Accidents CSV DOC
Ecdat Airline Cost for U.S. Airlines CSV DOC
Ecdat Airq Air Quality for Californian Metropolitan Areas CSV DOC
Ecdat Benefits Unemployement of Blue Collar Workers CSV DOC
Ecdat Bids Bids Received By U.S. Firms CSV DOC
Ecdat BudgetFood Budget Share of Food for Spanish Households CSV DOC
Ecdat BudgetItaly Budget Shares for Italian Households CSV DOC
Ecdat BudgetUK Budget Shares of British Households CSV DOC
Ecdat Bwages Wages in Belgium CSV DOC
Ecdat CPSch3 Earnings from the Current Population Survey CSV DOC
Ecdat CRANpackages Growth of CRAN CSV DOC
Ecdat Capm Stock Market Data CSV DOC
Ecdat Car Stated Preferences for Car Choice CSV DOC
Ecdat Caschool The California Test Score Data Set CSV DOC
Ecdat Catsup Choice of Brand for Catsup CSV DOC
Ecdat Cigar Cigarette Consumption CSV DOC
Ecdat Cigarette The Cigarette Consumption Panel Data Set CSV DOC
Ecdat Clothing Sales Data of Men’s Fashion Stores CSV DOC
Ecdat Computers Prices of Personal Computers CSV DOC
Ecdat Cracker Choice of Brand for Crakers CSV DOC
Ecdat Crime Crime in North Carolina CSV DOC
Ecdat DM DM Dollar Exchange Rate CSV DOC
Ecdat Diamond Pricing the C’s of Diamond Stones CSV DOC
Ecdat Doctor Number of Doctor Visits CSV DOC
Ecdat DoctorAUS Doctor Visits in Australia CSV DOC
Ecdat DoctorContacts Contacts With Medical Doctor CSV DOC
Ecdat Earnings Earnings for Three Age Groups CSV DOC
Ecdat Electricity Cost Function for Electricity Producers CSV DOC
Ecdat Fair Extramarital Affairs Data CSV DOC
Ecdat Fatality Drunk Driving Laws and Traffic Deaths CSV DOC
Ecdat Fishing Choice of Fishing Mode CSV DOC
Ecdat Forward Exchange Rates of US Dollar Against Other Currencies CSV DOC
Ecdat FriendFoe Data from the Television Game Show Friend Or Foe ? CSV DOC
Ecdat Garch Daily Observations on Exchange Rates of the US Dollar Against Other Currencies CSV DOC
Ecdat Gasoline Gasoline Consumption CSV DOC
Ecdat Griliches Wage Datas CSV DOC
Ecdat Grunfeld Grunfeld Investment Data CSV DOC
Ecdat HC Heating and Cooling System Choice in Newly Built Houses in California CSV DOC
Ecdat HI Health Insurance and Hours Worked By Wives CSV DOC
Ecdat Hdma The Boston HDMA Data Set CSV DOC
Ecdat Heating Heating System Choice in California Houses CSV DOC
Ecdat Hedonic Hedonic Prices of Cencus Tracts in Boston CSV DOC
Ecdat Housing Sales Prices of Houses in the City of Windsor CSV DOC
Ecdat Icecream Ice Cream Consumption CSV DOC
Ecdat Journals Economic Journals Dat Set CSV DOC
Ecdat Kakadu Willingness to Pay for the Preservation of the Kakadu National Park CSV DOC
Ecdat Ketchup Choice of Brand for Ketchup CSV DOC
Ecdat Klein Klein’s Model I CSV DOC
Ecdat LaborSupply Wages and Hours Worked CSV DOC
Ecdat Labour Belgian Firms CSV DOC
Ecdat MCAS The Massashusets Test Score Data Set CSV DOC
Ecdat Males Wages and Education of Young Males CSV DOC
Ecdat Mathlevel Level of Calculus Attained for Students Taking Advanced Micro-economics CSV DOC
Ecdat MedExp Structure of Demand for Medical Care CSV DOC
Ecdat Metal Production for SIC 33 CSV DOC
Ecdat Mode Mode Choice CSV DOC
Ecdat ModeChoice Data to Study Travel Mode Choice CSV DOC
Ecdat Mofa International Expansion of U.S. Mofa’s (majority-owned Foreign Affiliates in Fire (finance, Insurance and Real Estate) CSV DOC
Ecdat Mroz Labor Supply Data CSV DOC
Ecdat MunExp Municipal Expenditure Data CSV DOC
Ecdat NaturalPark Willingness to Pay for the Preservation of the Alentejo Natural Park CSV DOC
Ecdat Nerlove Cost Function for Electricity Producers, 1955 CSV DOC
Ecdat OFP Visits to Physician Office CSV DOC
Ecdat Oil Oil Investment CSV DOC
Ecdat PSID Panel Survey of Income Dynamics CSV DOC
Ecdat Participation Labor Force Participation CSV DOC
Ecdat PatentsHGH Dynamic Relation Between Patents and R&D CSV DOC
Ecdat PatentsRD Patents, R&D and Technological Spillovers for a Panel of Firms CSV DOC
Ecdat Pound Pound-dollar Exchange Rate CSV DOC
Ecdat Produc Us States Production CSV DOC
Ecdat RetSchool Return to Schooling CSV DOC
Ecdat SP500 Returns on Standard & Poor’s 500 Index CSV DOC
Ecdat Schooling Wages and Schooling CSV DOC
Ecdat Somerville Visits to Lake Somerville CSV DOC
Ecdat Star Effects on Learning of Small Class Sizes CSV DOC
Ecdat Strike Strike Duration Data CSV DOC
Ecdat StrikeDur Strikes Duration CSV DOC
Ecdat StrikeNb Number of Strikes in Us Manufacturing CSV DOC
Ecdat SumHes The Penn Table CSV DOC
Ecdat Tobacco Households Tobacco Budget Share CSV DOC
Ecdat Train Stated Preferences for Train Traveling CSV DOC
Ecdat TranspEq Statewide Data on Transportation Equipment Manufacturing CSV DOC
Ecdat Treatment Evaluating Treatment Effect of Training on Earnings CSV DOC
Ecdat Tuna Choice of Brand for Tuna CSV DOC
Ecdat USFinanceIndustry US Finance Industry Profits CSV DOC
Ecdat USclassifiedDocuments Official Secrecy of the United States Government CSV DOC
Ecdat USstateAbbreviations Standard abbreviations for states of the United States CSV DOC
Ecdat UStaxWords Number of Words in US Tax Law CSV DOC
Ecdat UnempDur Unemployment Duration CSV DOC
Ecdat Unemployment Unemployment Duration CSV DOC
Ecdat University Provision of University Teaching and Research CSV DOC
Ecdat VietNamH Medical Expenses in Viet-nam (household Level) CSV DOC
Ecdat VietNamI Medical Expenses in Viet-nam (individual Level) CSV DOC
Ecdat Wages Panel Datas of Individual Wages CSV DOC
Ecdat Wages1 Wages, Experience and Schooling CSV DOC
Ecdat Workinghours Wife Working Hours CSV DOC
Ecdat Yen Yen-dollar Exchange Rate CSV DOC
Ecdat Yogurt Choice of Brand for Yogurts CSV DOC
Ecdat bankingCrises Countries in Banking Crises CSV DOC
Ecdat incomeInequality Income Inequality in the US CSV DOC
Ecdat nonEnglishNames Names with Character Set Problems CSV DOC
Ecdat politicalKnowledge Political knowledge in the US and Europe CSV DOC
gap PD A study of Parkinson’s disease and APOE, LRRK2, SNCA makers CSV DOC
gap aldh2 ALDH2 markers and Alcoholism CSV DOC
gap apoeapoc APOE/APOC1 markers and Alzheimer’s CSV DOC
gap cf Cystic fibrosis data CSV DOC
gap crohn Crohn’s disease data CSV DOC
gap fa Friedreich Ataxia data CSV DOC
gap fsnps A case-control data involving four SNPs with missing genotype CSV DOC
gap hla The HLA data CSV DOC
gap hr1420 An example data for Manhattan plot with annotation CSV DOC
gap l51 An example pedigree data CSV DOC
gap lukas An example pedigree CSV DOC
gap mao A study of Parkinson’s disease and MAO gene CSV DOC
gap mfblong Example data for ACEnucfam CSV DOC
gap mhtdata An example data for Manhattan plot CSV DOC
gap nep499 A study of Alzheimer’s disease with eight SNPs and APOE CSV DOC
ggplot2 diamonds Prices of 50,000 round cut diamonds CSV DOC
ggplot2 economics US economic time series. CSV DOC
ggplot2 midwest Midwest demographics. CSV DOC
ggplot2 movies Movie information and user ratings from IMDB.com. CSV DOC
ggplot2 mpg Fuel economy data from 1999 and 2008 for 38 popular models of car CSV DOC
ggplot2 msleep An updated and expanded version of the mammals sleep dataset. CSV DOC
ggplot2 presidential Terms of 10 presidents from Eisenhower to Bush W. CSV DOC
ggplot2 seals Vector field of seal movements. CSV DOC
HistData Arbuthnot Arbuthnot’s data on male and female birth ratios in London from 1629-1710. CSV DOC
HistData Bowley Bowley’s data on values of British and Irish trade, 1855-1899 CSV DOC
HistData Cavendish Cavendish’s Determinations of the Density of the Earth CSV DOC
HistData ChestSizes Chest measurements of 5738 Scottish Militiamen CSV DOC
HistData CushnyPeebles Cushny-Peebles Data: Soporific Effects of Scopolamine Derivatives CSV DOC
HistData CushnyPeeblesN Cushny-Peebles Data: Soporific Effects of Scopolamine Derivatives CSV DOC
HistData Dactyl Edgeworth’s counts of dactyls in Virgil’s Aeneid CSV DOC
HistData DrinksWages Elderton and Pearson’s (1910) data on drinking and wages CSV DOC
HistData Fingerprints Waite’s data on Patterns in Fingerprints CSV DOC
HistData Galton Galton’s data on the heights of parents and their children CSV DOC
HistData GaltonFamilies Galton’s data on the heights of parents and their children, by child CSV DOC
HistData Guerry Data from A.-M. Guerry, “Essay on the Moral Statistics of France” CSV DOC
HistData Jevons W. Stanley Jevons’ data on numerical discrimination CSV DOC
HistData Langren.all van Langren’s Data on Longitude Distance between Toledo and Rome CSV DOC
HistData Langren1644 van Langren’s Data on Longitude Distance between Toledo and Rome CSV DOC
HistData Macdonell Macdonell’s Data on Height and Finger Length of Criminals, used by Gosset (1908) CSV DOC
HistData MacdonellDF Macdonell’s Data on Height and Finger Length of Criminals, used by Gosset (1908) CSV DOC
HistData Michelson Michelson’s Determinations of the Velocity of Light CSV DOC
HistData MichelsonSets Michelson’s Determinations of the Velocity of Light CSV DOC
HistData Minard.cities Data from Minard’s famous graphic map of Napoleon’s march on Moscow CSV DOC
HistData Minard.temp Data from Minard’s famous graphic map of Napoleon’s march on Moscow CSV DOC
HistData Minard.troops Data from Minard’s famous graphic map of Napoleon’s march on Moscow CSV DOC
HistData Nightingale Florence Nightingale’s data on deaths from various causes in the Crimean War CSV DOC
HistData OldMaps Latitudes and Longitudes of 39 Points in 11 Old Maps CSV DOC
HistData PearsonLee Pearson and Lee’s data on the heights of parents and children classified by gender CSV DOC
HistData PolioTrials Polio Field Trials Data CSV DOC
HistData Pyx Trial of the Pyx CSV DOC
HistData Quarrels Statistics of Deadly Quarrels CSV DOC
HistData Snow.deaths John Snow’s map and data on the 1854 London Cholera outbreak CSV DOC
HistData Snow.polygons John Snow’s map and data on the 1854 London Cholera outbreak CSV DOC
HistData Snow.pumps John Snow’s map and data on the 1854 London Cholera outbreak CSV DOC
HistData Snow.streets John Snow’s map and data on the 1854 London Cholera outbreak CSV DOC
HistData Wheat Playfair’s Data on Wages and the Price of Wheat CSV DOC
HistData Wheat.monarchs Playfair’s Data on Wages and the Price of Wheat CSV DOC
HistData Yeast Student’s (1906) Yeast Cell Counts CSV DOC
HistData YeastD.mat Student’s (1906) Yeast Cell Counts CSV DOC
HistData ZeaMays Darwin’s Heights of Cross- and Self-fertilized Zea May Pairs CSV DOC
lattice barley Yield data from a Minnesota barley trial CSV DOC
lattice environmental Atmospheric environmental conditions in New York City CSV DOC
lattice ethanol Engine exhaust fumes from burning ethanol CSV DOC
lattice melanoma Melanoma skin cancer incidence CSV DOC
lattice singer Heights of New York Choral Society singers CSV DOC
MASS Aids2 Australian AIDS Survival Data CSV DOC
MASS Animals Brain and Body Weights for 28 Species CSV DOC
MASS Boston Housing Values in Suburbs of Boston CSV DOC
MASS Cars93 Data from 93 Cars on Sale in the USA in 1993 CSV DOC
MASS Cushings Diagnostic Tests on Patients with Cushing’s Syndrome CSV DOC
MASS DDT DDT in Kale CSV DOC
MASS GAGurine Level of GAG in Urine of Children CSV DOC
MASS Insurance Numbers of Car Insurance claims CSV DOC
MASS Melanoma Survival from Malignant Melanoma CSV DOC
MASS OME Tests of Auditory Perception in Children with OME CSV DOC
MASS Pima.te Diabetes in Pima Indian Women CSV DOC
MASS Pima.tr Diabetes in Pima Indian Women CSV DOC
MASS Pima.tr2 Diabetes in Pima Indian Women CSV DOC
MASS Rabbit Blood Pressure in Rabbits CSV DOC
MASS Rubber Accelerated Testing of Tyre Rubber CSV DOC
MASS SP500 Returns of the Standard and Poors 500 CSV DOC
MASS Sitka Growth Curves for Sitka Spruce Trees in 1988 CSV DOC
MASS Sitka89 Growth Curves for Sitka Spruce Trees in 1989 CSV DOC
MASS Skye AFM Compositions of Aphyric Skye Lavas CSV DOC
MASS Traffic Effect of Swedish Speed Limits on Accidents CSV DOC
MASS UScereal Nutritional and Marketing Information on US Cereals CSV DOC
MASS UScrime The Effect of Punishment Regimes on Crime Rates CSV DOC
MASS VA Veteran’s Administration Lung Cancer Trial CSV DOC
MASS abbey Determinations of Nickel Content CSV DOC
MASS accdeaths Accidental Deaths in the US 1973-1978 CSV DOC
MASS anorexia Anorexia Data on Weight Change CSV DOC
MASS bacteria Presence of Bacteria after Drug Treatments CSV DOC
MASS beav1 Body Temperature Series of Beaver 1 CSV DOC
MASS beav2 Body Temperature Series of Beaver 2 CSV DOC
MASS biopsy Biopsy Data on Breast Cancer Patients CSV DOC
MASS birthwt Risk Factors Associated with Low Infant Birth Weight CSV DOC
MASS cabbages Data from a cabbage field trial CSV DOC
MASS caith Colours of Eyes and Hair of People in Caithness CSV DOC
MASS cats Anatomical Data from Domestic Cats CSV DOC
MASS cement Heat Evolved by Setting Cements CSV DOC
MASS chem Copper in Wholemeal Flour CSV DOC
MASS coop Co-operative Trial in Analytical Chemistry CSV DOC
MASS cpus Performance of Computer CPUs CSV DOC
MASS crabs Morphological Measurements on Leptograpsus Crabs CSV DOC
MASS deaths Monthly Deaths from Lung Diseases in the UK CSV DOC
MASS drivers Deaths of Car Drivers in Great Britain 1969-84 CSV DOC
MASS eagles Foraging Ecology of Bald Eagles CSV DOC
MASS epil Seizure Counts for Epileptics CSV DOC
MASS farms Ecological Factors in Farm Management CSV DOC
MASS fgl Measurements of Forensic Glass Fragments CSV DOC
MASS forbes Forbes’ Data on Boiling Points in the Alps CSV DOC
MASS galaxies Velocities for 82 Galaxies CSV DOC
MASS gehan Remission Times of Leukaemia Patients CSV DOC
MASS genotype Rat Genotype Data CSV DOC
MASS geyser Old Faithful Geyser Data CSV DOC
MASS gilgais Line Transect of Soil in Gilgai Territory CSV DOC
MASS hills Record Times in Scottish Hill Races CSV DOC
MASS housing Frequency Table from a Copenhagen Housing Conditions Survey CSV DOC
MASS immer Yields from a Barley Field Trial CSV DOC
MASS leuk Survival Times and White Blood Counts for Leukaemia Patients CSV DOC
MASS mammals Brain and Body Weights for 62 Species of Land Mammals CSV DOC
MASS mcycle Data from a Simulated Motorcycle Accident CSV DOC
MASS menarche Age of Menarche in Warsaw CSV DOC
MASS michelson Michelson’s Speed of Light Data CSV DOC
MASS minn38 Minnesota High School Graduates of 1938 CSV DOC
MASS motors Accelerated Life Testing of Motorettes CSV DOC
MASS muscle Effect of Calcium Chloride on Muscle Contraction in Rat Hearts CSV DOC
MASS newcomb Newcomb’s Measurements of the Passage Time of Light CSV DOC
MASS nlschools Eighth-Grade Pupils in the Netherlands CSV DOC
MASS npk Classical N, P, K Factorial Experiment CSV DOC
MASS npr1 US Naval Petroleum Reserve No. 1 data CSV DOC
MASS oats Data from an Oats Field Trial CSV DOC
MASS painters The Painter’s Data of de Piles CSV DOC
MASS petrol N. L. Prater’s Petrol Refinery Data CSV DOC
MASS quine Absenteeism from School in Rural New South Wales CSV DOC
MASS road Road Accident Deaths in US States CSV DOC
MASS rotifer Numbers of Rotifers by Fluid Density CSV DOC
MASS ships Ships Damage Data CSV DOC
MASS shrimp Percentage of Shrimp in Shrimp Cocktail CSV DOC
MASS shuttle Space Shuttle Autolander Problem CSV DOC
MASS snails Snail Mortality Data CSV DOC
MASS steam The Saturated Steam Pressure Data CSV DOC
MASS stormer The Stormer Viscometer Data CSV DOC
MASS survey Student Survey Data CSV DOC
MASS synth.te Synthetic Classification Problem CSV DOC
MASS synth.tr Synthetic Classification Problem CSV DOC
MASS topo Spatial Topographic Data CSV DOC
MASS waders Counts of Waders at 15 Sites in South Africa CSV DOC
MASS whiteside House Insulation: Whiteside’s Data CSV DOC
MASS wtloss Weight Loss Data from an Obese Patient CSV DOC
plm Cigar Cigarette Consumption CSV DOC
plm Crime Crime in North Carolina CSV DOC
plm EmplUK Employment and Wages in the United Kingdom CSV DOC
plm Gasoline Gasoline Consumption CSV DOC
plm Grunfeld Grunfeld’s Investment Data CSV DOC
plm Hedonic Hedonic Prices of Census Tracts in the Boston Area CSV DOC
plm LaborSupply Wages and Hours Worked CSV DOC
plm Males Wages and Education of Young Males CSV DOC
plm Produc US States Production CSV DOC
plm Snmesp Employment and Wages in Spain CSV DOC
plm SumHes The Penn World Table, v. 5 CSV DOC
plm Wages Panel Data of Individual Wages CSV DOC
plyr baseball Yearly batting records for all major league baseball players CSV DOC
pscl AustralianElectionPolling Political opinion polls in Australia, 2004-07 CSV DOC
pscl AustralianElections elections to Australian House of Representatives, 1949-2007 CSV DOC
pscl EfronMorris Batting Averages for 18 major league baseball players, 1970 CSV DOC
pscl RockTheVote Voter turnout experiment, using Rock The Vote ads CSV DOC
pscl UKHouseOfCommons 1992 United Kingdom electoral returns CSV DOC
pscl absentee Absentee and Machine Ballots in Pennsylvania State Senate Races CSV DOC
pscl admit Applications to a Political Science PhD Program CSV DOC
pscl bioChemists article production by graduate students in biochemistry Ph.D. programs CSV DOC
pscl ca2006 California Congressional Districts in 2006 CSV DOC
pscl iraqVote U.S. Senate vote on the use of force against Iraq, 2002. CSV DOC
pscl politicalInformation Interviewer ratings of respondent levels of political information CSV DOC
pscl presidentialElections elections for U.S. President, 1932-2012, by state CSV DOC
pscl prussian Prussian army horse kick data CSV DOC
pscl unionDensity cross national rates of trade union density CSV DOC
pscl vote92 Reports of voting in the 1992 U.S. Presidential election. CSV DOC
reshape2 french_fries Sensory data from a french fries experiment. CSV DOC
reshape2 smiths Demo data describing the Smiths. CSV DOC
reshape2 tips Tipping data CSV DOC
rpart car.test.frame Automobile Data from ‘Consumer Reports’ 1990 CSV DOC
rpart car90 Automobile Data from ‘Consumer Reports’ 1990 CSV DOC
rpart cu.summary Automobile Data from ‘Consumer Reports’ 1990 CSV DOC
rpart kyphosis Data on Children who have had Corrective Spinal Surgery CSV DOC
rpart solder Soldering of Components on Printed-Circuit Boards CSV DOC
rpart stagec Stage C Prostate Cancer CSV DOC
sandwich PublicSchools US Expenditures for Public Schools CSV DOC
sem Bollen Bollen’s Data on Industrialization and Political Democracy CSV DOC
sem CNES Variables from the 1997 Canadian National Election Study CSV DOC
sem Klein Klein’s Data on the U. S. Economy CSV DOC
sem Kmenta Partly Artificial Data on the U. S. Economy CSV DOC
sem Tests Six Mental Tests CSV DOC
survival bladder Bladder Cancer Recurrences CSV DOC
survival cancer NCCTG Lung Cancer Data CSV DOC
survival cgd Chronic Granulotomous Disease data CSV DOC
survival colon Chemotherapy for Stage B/C colon cancer CSV DOC
survival flchain Assay of serum free light chain for 7874 subjects. CSV DOC
survival heart Stanford Heart Transplant data CSV DOC
survival kidney Kidney catheter data CSV DOC
survival leukemia Acute Myelogenous Leukemia survival data CSV DOC
survival logan Data from the 1972-78 GSS data used by Logan CSV DOC
survival lung NCCTG Lung Cancer Data CSV DOC
survival mgus Monoclonal gammapothy data CSV DOC
survival nwtco Data from the National Wilm’s Tumor Study CSV DOC
survival ovarian Ovarian Cancer Survival Data CSV DOC
survival pbc Mayo Clinic Primary Biliary Cirrhosis Data CSV DOC
survival rats Rat treatment data from Mantel et al CSV DOC
survival stanford2 More Stanford Heart Transplant data CSV DOC
survival tobin Tobin’s Tobit data CSV DOC
survival veteran Veterans’ Administration Lung Cancer study CSV DOC
vcd Arthritis Arthritis Treatment Data CSV DOC
vcd Baseball Baseball Data CSV DOC
vcd BrokenMarriage Broken Marriage Data CSV DOC
vcd Bundesliga Ergebnisse der Fussball-Bundesliga CSV DOC
vcd Bundestag2005 Votes in German Bundestag Election 2005 CSV DOC
vcd Butterfly Butterfly Species in Malaya CSV DOC
vcd CoalMiners Breathlessness and Wheeze in Coal Miners CSV DOC
vcd DanishWelfare Danish Welfare Study Data CSV DOC
vcd Employment Employment Status CSV DOC
vcd Federalist ‘May’ in Federalist Papers CSV DOC
vcd Hitters Hitters Data CSV DOC
vcd HorseKicks Death by Horse Kicks CSV DOC
vcd Hospital Hospital data CSV DOC
vcd JobSatisfaction Job Satisfaction Data CSV DOC
vcd JointSports Opinions About Joint Sports CSV DOC
vcd Lifeboats Lifeboats on the Titanic CSV DOC
vcd NonResponse Non-Response Survey Data CSV DOC
vcd OvaryCancer Ovary Cancer Data CSV DOC
vcd Punishment Corporal Punishment Data CSV DOC
vcd RepVict Repeat Victimization Data CSV DOC
vcd Saxony Families in Saxony CSV DOC
vcd SpaceShuttle Space Shuttle O-ring Failures CSV DOC
vcd Suicide Suicide Rates in Germany CSV DOC
vcd Trucks Truck Accidents Data CSV DOC
vcd UKSoccer UK Soccer Scores CSV DOC
vcd VisualAcuity Visual Acuity in Left and Right Eyes CSV DOC
vcd VonBort Von Bortkiewicz Horse Kicks Data CSV DOC
vcd WeldonDice Weldon’s Dice Data CSV DOC
vcd WomenQueue Women in Queues CSV DOC
Zelig MatchIt.url Table of links for Zelig CSV DOC
Zelig PErisk Political Economic Risk Data from 62 Countries in 1987 CSV DOC
Zelig SupremeCourt U.S. Supreme Court Vote Matrix CSV DOC
Zelig Weimar 1932 Weimar election data CSV DOC
Zelig Zelig.url Table of links for Zelig CSV DOC
Zelig approval U.S. Presidential Approval Data CSV DOC
Zelig bivariate Sample data for bivariate probit regression CSV DOC
Zelig coalition Coalition Dissolution in Parliamentary Democracies CSV DOC
Zelig coalition2 Coalition Dissolution in Parliamentary Democracies, Modified Version CSV DOC
Zelig eidat Simulation Data for Ecological Inference CSV DOC
Zelig free1 Freedom of Speech Data CSV DOC
Zelig free2 Freedom of Speech Data CSV DOC
Zelig friendship Simulated Example of Schoolchildren Friendship Network CSV DOC
Zelig grunfeld Simulation Data for model Seemingly Unrelated Regression (sur) that corresponds to method SUR of systemfit CSV DOC
Zelig hoff Social Security Expenditure Data CSV DOC
Zelig homerun Sample Data on Home Runs Hit By Mark McGwire and Sammy Sosa in 1998. CSV DOC
Zelig immi1 Individual Preferences Over Immigration Policy CSV DOC
Zelig immi2 Individual Preferences Over Immigration Policy CSV DOC
Zelig immi3 Individual Preferences Over Immigration Policy CSV DOC
Zelig immi4 Individual Preferences Over Immigration Policy CSV DOC
Zelig immi5 Individual Preferences Over Immigration Policy CSV DOC
Zelig immigration Individual Preferences Over Immigration Policy CSV DOC
Zelig klein Simulation Data for model Two-Stage Least Square (twosls) that corresponds to method 2SLS of systemfit CSV DOC
Zelig kmenta Simulation Data for model Three-Stage Least Square (threesls) that corresponds to method 3SLS of systemfit CSV DOC
Zelig macro Macroeconomic Data CSV DOC
Zelig mexico Voting Data from the 1988 Mexican Presidental Election CSV DOC
Zelig mid Militarized Interstate Disputes CSV DOC
Zelig newpainters The Discretized Painter’s Data of de Piles CSV DOC
Zelig sanction Multilateral Economic Sanctions CSV DOC
Zelig sna.ex Simulated Example of Social Network Data CSV DOC
Zelig swiss Swiss Fertility and Socioeconomic Indicators (1888) Data CSV DOC
Zelig tobin Tobin’s Tobit Data CSV DOC
Zelig turnout Turnout Data Set from the National Election Survey CSV DOC
Zelig voteincome Sample Turnout and Demographic Data from the 2000 Current Population Survey CSV DOC
HSAUR BCG BCG Vaccine Data CSV DOC
HSAUR CYGOB1 CYG OB1 Star Cluster Data CSV DOC
HSAUR Forbes2000 The Forbes 2000 Ranking of the World’s Biggest Companies (Year 2004) CSV DOC
HSAUR GHQ General Health Questionnaire CSV DOC
HSAUR Lanza Prevention of Gastointestinal Damages CSV DOC
HSAUR agefat Total Body Composision Data CSV DOC
HSAUR aspirin Aspirin Data CSV DOC
HSAUR birthdeathrates Birth and Death Rates Data CSV DOC
HSAUR bladdercancer Bladder Cancer Data CSV DOC
HSAUR clouds Cloud Seeding Data CSV DOC
HSAUR epilepsy Epilepsy Data CSV DOC
HSAUR foster Foster Feeding Experiment CSV DOC
HSAUR heptathlon Olympic Heptathlon Seoul 1988 CSV DOC
HSAUR mastectomy Survival Times after Mastectomy of Breast Cancer Patients CSV DOC
HSAUR meteo Meteorological Measurements for 11 Years CSV DOC
HSAUR orallesions Oral Lesions in Rural India CSV DOC
HSAUR phosphate Phosphate Level Data CSV DOC
HSAUR pistonrings Piston Rings Failures CSV DOC
HSAUR planets Exoplanets Data CSV DOC
HSAUR plasma Blood Screening Data CSV DOC
HSAUR polyps Familial Andenomatous Polyposis CSV DOC
HSAUR polyps3 Familial Andenomatous Polyposis CSV DOC
HSAUR pottery Romano-British Pottery Data CSV DOC
HSAUR rearrests Rearrests of Juvenile Felons CSV DOC
HSAUR respiratory Respiratory Illness Data CSV DOC
HSAUR roomwidth Students Estimates of Lecture Room Width CSV DOC
HSAUR schizophrenia Age of Onset of Schizophrenia Data CSV DOC
HSAUR schizophrenia2 Schizophrenia Data CSV DOC
HSAUR schooldays Days not Spent at School CSV DOC
HSAUR skulls Egyptian Skulls CSV DOC
HSAUR smoking Nicotine Gum and Smoking Cessation CSV DOC
HSAUR students Student Risk Taking CSV DOC
HSAUR suicides Crowd Baiting Behaviour and Suicides CSV DOC
HSAUR toothpaste Toothpaste Data CSV DOC
HSAUR voting House of Representatives Voting Data CSV DOC
HSAUR water Mortality and Water Hardness CSV DOC
HSAUR watervoles Water Voles Data CSV DOC
HSAUR waves Electricity from Wave Power at Sea CSV DOC
HSAUR weightgain Gain in Weight of Rats CSV DOC
HSAUR womensrole Womens Role in Society CSV DOC
psych Bechtoldt Seven data sets showing a bifactor solution. CSV DOC
psych Bechtoldt.1 Seven data sets showing a bifactor solution. CSV DOC
psych Bechtoldt.2 Seven data sets showing a bifactor solution. CSV DOC
psych Dwyer 8 cognitive variables used by Dwyer for an example. CSV DOC
psych Gleser Example data from Gleser, Cronbach and Rajaratnam (1965) to show basic principles of generalizability theory. CSV DOC
psych Gorsuch Example data set from Gorsuch (1997) for an example factor extension. CSV DOC
psych Harman.5 5 socio-economic variables from Harman (1967) CSV DOC
psych Harman.8 Correlations of eight physical variables (from Harman, 1966) CSV DOC
psych Harman.political Eight political variables used by Harman (1967) as example 8.17 CSV DOC
psych Holzinger Seven data sets showing a bifactor solution. CSV DOC
psych Holzinger.9 Seven data sets showing a bifactor solution. CSV DOC
psych Reise Seven data sets showing a bifactor solution. CSV DOC
psych Schmid 12 variables created by Schmid and Leiman to show the Schmid-Leiman Transformation CSV DOC
psych Thurstone Seven data sets showing a bifactor solution. CSV DOC
psych Thurstone.33 Seven data sets showing a bifactor solution. CSV DOC
psych Tucker 9 Cognitive variables discussed by Tucker and Lewis (1973) CSV DOC
psych ability 16 ability items scored as correct or incorrect. CSV DOC
psych affect Two data sets of affect and arousal scores as a function of personality and movie conditions CSV DOC
psych bfi 25 Personality items representing 5 factors CSV DOC
psych bfi.dictionary 25 Personality items representing 5 factors CSV DOC
psych blot Bond’s Logical Operations Test - BLOT CSV DOC
psych burt 11 emotional variables from Burt (1915) CSV DOC
psych cities Distances between 11 US cities CSV DOC
psych cubits Galton’s example of the relationship between height and ‘cubit’ or forearm length CSV DOC
psych cushny A data set from Cushny and Peebles (1905) on the effect of three drugs on hours of sleep, used by Student (1908) CSV DOC
psych epi Eysenck Personality Inventory (EPI) data for 3570 participants CSV DOC
psych epi.bfi 13 personality scales from the Eysenck Personality Inventory and Big 5 inventory CSV DOC
psych epi.dictionary Eysenck Personality Inventory (EPI) data for 3570 participants CSV DOC
psych galton Galton’s Mid parent child height data CSV DOC
psych heights A data.frame of the Galton (1888) height and cubit data set. CSV DOC
psych income US family income from US census 2008 CSV DOC
psych iqitems 16 multiple choice IQ items CSV DOC
psych msq 75 mood items from the Motivational State Questionnaire for 3896 participants CSV DOC
psych neo NEO correlation matrix from the NEO_PI_R manual CSV DOC
psych peas Galton’s Peas CSV DOC
psych sat.act 3 Measures of ability: SATV, SATQ, ACT CSV DOC
psych withinBetween An example of the distinction between within group and between group correlations CSV DOC
quantreg Bosco Boscovich Data CSV DOC
quantreg CobarOre Cobar Ore data CSV DOC
quantreg Mammals Garland(1983) Data on Running Speed of Mammals CSV DOC
quantreg barro Barro Data CSV DOC
quantreg engel Engel Data CSV DOC
quantreg uis UIS Drug Treatment study data CSV DOC
geepack dietox Growth curves of pigs in a 3x3 factorial experiment CSV DOC
geepack koch Ordinal Data from Koch CSV DOC
geepack ohio Ohio Children Wheeze Status CSV DOC
geepack respdis Clustered Ordinal Respiratory Disorder CSV DOC
geepack respiratory Data from a clinical trial comparing two treatments for a respiratory illness CSV DOC
geepack seizure Epiliptic Seizures CSV DOC
geepack sitka89 Growth of Sitka Spruce Trees CSV DOC
geepack spruce Log-size of 79 Sitka spruce trees CSV DOC
texmex liver Liver related laboratory data CSV DOC
texmex portpirie Rain, wavesurge and portpirie datasets. CSV DOC
texmex rain Rain, wavesurge and portpirie datasets. CSV DOC
texmex summer Air pollution data, separately for summer and winter months CSV DOC
texmex wavesurge Rain, wavesurge and portpirie datasets. CSV DOC
texmex winter Air pollution data, separately for summer and winter months CSV DOC
multgee arthritis Rheumatoid Arthritis Clinical Trial CSV DOC
multgee housing Homeless Data CSV DOC
evir bmw Daily Log Returns on BMW Share Price CSV DOC
evir danish Danish Fire Insurance Claims CSV DOC
evir nidd.annual The River Nidd Data CSV DOC
evir nidd.thresh The River Nidd Data CSV DOC
evir siemens Daily Log Returns on Siemens Share Price CSV DOC
evir sp.raw SP Data to June 1993 CSV DOC
evir spto87 SP Return Data to October 1987 CSV DOC
lme4 Dyestuff Yield of dyestuff by batch CSV DOC
lme4 Dyestuff2 Yield of dyestuff by batch CSV DOC
lme4 InstEval University Lecture/Instructor Evaluations by Students at ETH CSV DOC
lme4 Pastes Paste strength by batch and cask CSV DOC
lme4 Penicillin Variation in penicillin testing CSV DOC
lme4 VerbAgg Verbal Aggression item responses CSV DOC
lme4 cake Breakage Angle of Chocolate Cakes CSV DOC
lme4 cbpp Contagious bovine pleuropneumonia CSV DOC
lme4 grouseticks Data on red grouse ticks from Elston et al. 2001 CSV DOC
lme4 sleepstudy Reaction times in a sleep deprivation study CSV DOC