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- 1.psych::BechtoldtSeven data sets showing a bifactor solution.
- 2.psych::Bechtoldt.1Seven data sets showing a bifactor solution.
- 3.psych::Bechtoldt.2Seven data sets showing a bifactor solution.
- 4.psych::bfi25 Personality items representing 5 factors
- 5.psych::bfi.dictionary25 Personality items representing 5 factors
- 6.psych::bfi.keys25 Personality items representing 5 factors
- 7.psych::bock.tableBock and Liberman (1970) data set of 1000 observations of the LSAT
- 8.psych::cattell12 cognitive variables from Cattell (1963)
- 9.psych::Chen12 variables created by Schmid and Leiman to show the Schmid-Leiman Transformation
- 10.psych::Dwyer8 cognitive variables used by Dwyer for an example.
- 11.psych::GarciaData from the sexism (protest) study of Garcia, Schmitt, Branscome, and Ellemers (2010)
- 12.psych::GleserExample data from Gleser, Cronbach and Rajaratnam (1965) to show basic principles of generalizability theory.
- 13.psych::GorsuchExample data set from Gorsuch (1997) for an example factor extension.
- 14.psych::Harman_5Six data sets from Harman (1967). 9 cognitive variables from Holzinger and 8 emotional variables from Burt
- 15.psych::Harman.5Six data sets from Harman (1967). 9 cognitive variables from Holzinger and 8 emotional variables from Burt
- 16.psych::Harman.8Six data sets from Harman (1967). 9 cognitive variables from Holzinger and 8 emotional variables from Burt
- 17.psych::Harman.BurtSix data sets from Harman (1967). 9 cognitive variables from Holzinger and 8 emotional variables from Burt
- 18.psych::Harman.HolzingerSix data sets from Harman (1967). 9 cognitive variables from Holzinger and 8 emotional variables from Burt
- 19.psych::Harman.politicalSix data sets from Harman (1967). 9 cognitive variables from Holzinger and 8 emotional variables from Burt
- 20.psych::HolzingerSeven data sets showing a bifactor solution.
- 21.psych::Holzinger.9Seven data sets showing a bifactor solution.
- 22.psych::lsat6Bock and Liberman (1970) data set of 1000 observations of the LSAT
- 23.psych::lsat7Bock and Liberman (1970) data set of 1000 observations of the LSAT
- 24.psych::ReiseSeven data sets showing a bifactor solution.
- 25.psych::sat.act3 Measures of ability: SATV, SATQ, ACT
- 26.psych::Schmid12 variables created by Schmid and Leiman to show the Schmid-Leiman Transformation
- 27.psych::schmid.leiman12 variables created by Schmid and Leiman to show the Schmid-Leiman Transformation
- 28.psych::small.msqA small example data set taken from a larger data set
- 29.psych::Tal_OrData set testing causal direction in presumed media influence
- 30.psych::Tal.OrData set testing causal direction in presumed media influence
- 31.psych::ThurstoneSeven data sets showing a bifactor solution.
- 32.psych::Thurstone.33Seven data sets showing a bifactor solution.
- 33.psych::Thurstone.33GSeven data sets showing a bifactor solution.
- 34.psych::Thurstone.9Seven data sets showing a bifactor solution.
- 35.psych::Tucker9 Cognitive variables discussed by Tucker and Lewis (1973)
- 36.psych::West12 variables created by Schmid and Leiman to show the Schmid-Leiman Transformation
- 37.psych::withinBetweenAn example of the distinction between within group and between group correlations
- 38.psychTools::ability16 ability items scored as correct or incorrect.
- 39.psychTools::ability.keys16 ability items scored as correct or incorrect.
- 40.psychTools::affectTwo data sets of affect and arousal scores as a function of personality and movie conditions
- 41.psychTools::all.incomeUS family income from US census 2008
- 42.psychTools::AthenstaedtGender Role Self Concept data from Athenstaedt (2003)
- 43.psychTools::Athenstaedt.dictionaryGender Role Self Concept data from Athenstaedt (2003)
- 44.psychTools::Athenstaedt.keysGender Role Self Concept data from Athenstaedt (2003)
- 45.psychTools::bfi25 Personality items representing 5 factors
- 46.psychTools::bfi.adjectives.dictionaryDictionary for the 100 Big Five Adjectives
- 47.psychTools::bfi.adjectives.keys100 adjectives describing the "big 5" for 502 subjects
- 48.psychTools::bfi.dictionary25 Personality items representing 5 factors
- 49.psychTools::bfi.keys25 Personality items representing 5 factors
- 50.psychTools::big5.100.adjectives100 adjectives describing the "big 5" for 502 subjects
- 51.psychTools::big5.adjectives.keys100 adjectives describing the "big 5" for 502 subjects
- 52.psychTools::blantA 29 x 29 matrix that produces weird factor analytic results
- 53.psychTools::blotBond's Logical Operations Test - BLOT
- 54.psychTools::burt11 emotional variables from Burt (1915)
- 55.psychTools::citiesDistances between 11 US cities
- 56.psychTools::city.locationDistances between 11 US cities
- 57.psychTools::colomCorrelations of 14 ability tests from the Spanish version of the WAIS (taken from Colom et al. 2002.)
- 58.psychTools::colom.ed0Correlations of 14 ability tests from the Spanish version of the WAIS (taken from Colom et al. 2002.)
- 59.psychTools::colom.ed1Correlations of 14 ability tests from the Spanish version of the WAIS (taken from Colom et al. 2002.)
- 60.psychTools::colom.ed2Correlations of 14 ability tests from the Spanish version of the WAIS (taken from Colom et al. 2002.)
- 61.psychTools::colom.ed3Correlations of 14 ability tests from the Spanish version of the WAIS (taken from Colom et al. 2002.)
- 62.psychTools::cubitsGalton's example of the relationship between height and 'cubit' or forearm length
- 63.psychTools::cushnyA data set from Cushny and Peebles (1905) on the effect of three drugs on hours of sleep, used by Student (1908)
- 64.psychTools::DamianProject Talent data set from Marion Spengler and Rodica Damian
- 65.psychTools::eminenceEminence of 69 American Psychologists
- 66.psychTools::epiEysenck Personality Inventory (EPI) data for 3570 participants
- 67.psychTools::epi.bfi13 personality scales from the Eysenck Personality Inventory and Big 5 inventory
- 68.psychTools::epi.dictionaryEysenck Personality Inventory (EPI) data for 3570 participants
- 69.psychTools::epi.keysEysenck Personality Inventory (EPI) data for 3570 participants
- 70.psychTools::epiREysenck Personality Inventory (EPI) data for 3570 participants
- 71.psychTools::galtonGalton's Mid parent child height data
- 72.psychTools::GERAS.dictionaryData from Gruber et al, 2020, Study 2: Gender Related Attributes Survey
- 73.psychTools::GERAS.itemsData from Gruber et al, 2020, Study 2: Gender Related Attributes Survey
- 74.psychTools::GERAS.keysData from Gruber et al, 2020, Study 2: Gender Related Attributes Survey
- 75.psychTools::GERAS.scalesData from Gruber et al, 2020, Study 2: Gender Related Attributes Survey
- 76.psychTools::globalWarm7 attitude items about Global Warming policy from Erik Nisbet
- 77.psychTools::heightsA data.frame of the Galton (1888) height and cubit data set.
- 78.psychTools::holzinger.dictionaryThe raw and transformed data from Holzinger and Swineford, 1939
- 79.psychTools::holzinger.rawThe raw and transformed data from Holzinger and Swineford, 1939
- 80.psychTools::holzinger.swinefordThe raw and transformed data from Holzinger and Swineford, 1939
- 81.psychTools::incomeUS family income from US census 2008
- 82.psychTools::iqitems16 multiple choice IQ items
- 83.psychTools::msq75 mood items from the Motivational State Questionnaire for 3896 participants
- 84.psychTools::msq.keys75 mood items from the Motivational State Questionnaire for 3032 unique participants
- 85.psychTools::msqR75 mood items from the Motivational State Questionnaire for 3032 unique participants
- 86.psychTools::neoNEO correlation matrix from the NEO_PI_R manual
- 87.psychTools::peasGalton's Peas
- 88.psychTools::PollackPollack et al (2012) correlation matrix for mediation example
- 89.psychTools::saiState Anxiety data from the PMC lab over multiple occasions.
- 90.psychTools::sai.dictionaryState Anxiety data from the PMC lab over multiple occasions.
- 91.psychTools::salarySalary example from Cohen, Cohen, Aiken and West (2003)
- 92.psychTools::sat.act3 Measures of ability: SATV, SATQ, ACT
- 93.psychTools::SchutzThe Schutz correlation matrix example from Shapiro and ten Berge
- 94.psychTools::SpenglerProject Talent data set from Marion Spengler and Rodica Damian
- 95.psychTools::Spengler.statProject Talent data set from Marion Spengler and Rodica Damian
- 96.psychTools::spiA sample from the SAPA Personality Inventory including an item dictionary and scoring keys.
- 97.psychTools::spi.dictionaryA sample from the SAPA Personality Inventory including an item dictionary and scoring keys.
- 98.psychTools::spi.keysA sample from the SAPA Personality Inventory including an item dictionary and scoring keys.
- 99.psychTools::taiState Anxiety data from the PMC lab over multiple occasions.
- 100.psychTools::USAF17 anthropometric measures from the USAF showing a general factor
- 101.psychTools::vegPaired comparison of preferences for 9 vegetables
- 102.psychTools::zolaCorrelation matrix of 135 self report and 30 peer report personality items
- 103.psychTools::zola.dictionaryCorrelation matrix of 135 self report and 30 peer report personality items
- 104.psychTools::zola.keysCorrelation matrix of 135 self report and 30 peer report personality items