{ "_id": "6a27b95224555f66ed53a02a", "Package": "dcmdata", "Title": "Data Sets for Diagnostic Classification Modeling", "Version": "0.2.0.9000", "Authors@R": "c(\nperson(\"W. Jake\", \"Thompson\", , \"wjakethompson@gmail.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-7339-0300\")),\nperson(\"University of Kansas\", role = \"cph\"),\nperson(\"Institute of Education Sciences\", role = \"fnd\")\n)", "Description": "Access data sets for demonstrating or testing diagnostic\nclassification models. Simulated data sets can be used to\ncompare estimated model output to true data-generating values.\nReal data sets can be used to demonstrate real-world\napplications of diagnostic models.", "License": "MIT + file LICENSE", "URL": "https://dcmdata.r-dcm.org, https://github.com/r-dcm/dcmdata", "BugReports": "https://github.com/r-dcm/dcmdata/issues", "Config/testthat/edition": "3", "Config/Needs/website": "r-dcm/rdcmtemplate", "Config/Needs/documentation": "openpharma/roxylint", "Config/roxylint": "list(linters = roxylint::tidy)", "Encoding": "UTF-8", "Language": "en-US", "LazyData": "true", "Roxygen": "list(markdown = TRUE, roclets = c(\"namespace\", \"rd\",\n\"roxylint::roxylint\"))", "RoxygenNote": "7.3.3", "Repository": "https://r-dcm.r-universe.dev", "Date/Publication": "2026-03-11 17:27:01 UTC", "RemoteUrl": "https://github.com/r-dcm/dcmdata", "RemoteRef": "HEAD", "RemoteSha": "b32dd6eba5e5343d20a654bab912581ceccbf6c4", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-09 06:37:03 UTC", "User": "root" }, "Author": "W. Jake Thompson [aut, cre] (ORCID:\n),\nUniversity of Kansas [cph],\nInstitute of Education Sciences [fnd]", "Maintainer": "W. Jake Thompson ", "MD5sum": "840c85be1dd896040ed7cf30311fbc2e", "_user": "r-dcm", "_type": "src", "_file": "dcmdata_0.2.0.9000.tar.gz", "_fileid": "63b5bded17f328677d96358c0249661936019af37a4576d0710e675c27728d59", "_filesize": 291167, "_sha256": "63b5bded17f328677d96358c0249661936019af37a4576d0710e675c27728d59", "_created": "2026-06-09T06:37:03.000Z", "_published": "2026-06-09T06:57:22.778Z", "_distro": "noble", "_jobs": [ { "job": 80262940037, "time": 126, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7500265489" }, { "job": 80262940055, "time": 114, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7500262273" }, { "job": 80262940058, "time": 151, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7500519337" }, { "job": 80262940042, "time": 180, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7500557984" }, { "job": 80262559315, "time": 171, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7500231293" }, { "job": 80262940054, "time": 104, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7500259661" }, { "job": 80262940051, "time": 85, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7500254599" }, { "job": 80262940084, "time": 101, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7500259884" }, { "job": 80262940057, "time": 77, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7500252279" } ], "_buildurl": "https://github.com/r-universe/r-dcm/actions/runs/27188405793", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/r-dcm/dcmdata", "_commit": { "id": "b32dd6eba5e5343d20a654bab912581ceccbf6c4", "author": "Jake Thompson ", "committer": "Jake Thompson ", "message": "Increment version number to 0.2.0.9000\n", "time": 1773250021 }, "_maintainer": { "name": "W. Jake Thompson", "email": "wjakethompson@gmail.com", "login": "wjakethompson", "mastodon": "@wjakethompson@fosstodon.org", "bluesky": "@wjakethompson.com", "linkedin": "in/wjakethompson", "orcid": "0000-0001-7339-0300", "twitter": "@wjakethompson", "description": "Assistant Director of Psychometrics @atlas-aai.", "uuid": 6980750 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5", "role": "Depends" }, { "package": "cli", "role": "Imports" }, { "package": "rlang", "version": ">= 1.1.0", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "spelling", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "r-dcm", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-31", "n": 7 }, { "week": "2025-32", "n": 3 }, { "week": "2025-34", "n": 4 }, { "week": "2025-37", "n": 1 }, { "week": "2026-04", "n": 1 }, { "week": "2026-11", "n": 9 } ], "_tags": [ { "name": "v0.1.0", "date": "2025-08-04" }, { "name": "v0.2.0", "date": "2026-03-10" } ], "_stars": 0, "_contributors": [ { "user": "wjakethompson", "count": 64, "uuid": 6980750 } ], "_userbio": { "uuid": 157050547, "type": "organization", "name": "Diagnostic Psychometrics with R", "description": "Tools for working with diagnostic classification models (DCMs; also called cognitive diagnostic models [CDMs]) in R." }, "_downloads": { "count": 486, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/dcmdata" }, "_devurl": "https://github.com/r-dcm/dcmdata", "_pkgdown": "https://dcmdata.r-dcm.org", "_searchresults": 47, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/dcmdata.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/r-dcm/dcmdata", "_realowner": "r-dcm", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2025-08-20" }, { "version": "0.2.0", "date": "2026-03-10" } ], "_exports": [ "generate_ids", "inv_logit", "logit" ], "_datasets": [ { "name": "dtmr_data", "title": "Diagnosing teachers' multiplicative reasoning (DTMR)", "object": "dtmr_data", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "id", "1", "2", "3", "4", "5", "6", "7", "8a", "8b", "8c", "8d", "9", "10a", "10b", "10c", "11", "12", "13", "14", "15a", "15b", "15c", "16", "17", "18", "21", "22" ], "rows": 990, "table": true, "tojson": true }, { "name": "dtmr_qmatrix", "title": "Diagnosing teachers' multiplicative reasoning (DTMR)", "object": "dtmr_qmatrix", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "item", "referent_units", "partitioning_iterating", "appropriateness", "multiplicative_comparison" ], "rows": 27, "table": true, "tojson": true }, { "name": "dtmr_true_items", "title": "Diagnosing teachers' multiplicative reasoning (DTMR)", "object": "dtmr_true_items", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "item", "intercept", "referent_units", "partitioning_iterating", "appropriateness", "multiplicative_comparison", "referent_units__partitioning_iterating" ], "rows": 27, "table": true, "tojson": true }, { "name": "dtmr_true_profiles", "title": "Diagnosing teachers' multiplicative reasoning (DTMR)", "object": "dtmr_true_profiles", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "id", "referent_units", "partitioning_iterating", "appropriateness", "multiplicative_comparison" ], "rows": 990, "table": true, "tojson": true }, { "name": "dtmr_true_structural", "title": "Diagnosing teachers' multiplicative reasoning (DTMR)", "object": "dtmr_true_structural", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "referent_units", "partitioning_iterating", "appropriateness", "multiplicative_comparison", "class_probability" ], "rows": 16, "table": true, "tojson": true }, { "name": "ecpe_data", "title": "Examination for the certificate of proficiency in English (ECPE)", "object": "ecpe_data", "class": [ "spec_tbl_df", "tbl_df", "tbl", "data.frame" ], "fields": [ "resp_id", "E1", "E2", "E3", "E4", "E5", "E6", "E7", "E8", "E9", "E10", "E11", "E12", "E13", "E14", "E15", "E16", "E17", "E18", "E19", "E20", "E21", "E22", "E23", "E24", "E25", "E26", "E27", "E28" ], "rows": 2922, "table": true, "tojson": true }, { "name": "ecpe_qmatrix", "title": "Examination for the certificate of proficiency in English (ECPE)", "object": "ecpe_qmatrix", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "item_id", "morphosyntactic", "cohesive", "lexical" ], "rows": 28, "table": true, "tojson": true }, { "name": "fraction_data", "title": "Tatsuoka fraction subtraction data", "object": "fraction_data", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "id", "item_1", "item_2", "item_3", "item_4", "item_5", "item_6", "item_7", "item_8", "item_9", "item_10", "item_11", "item_12", "item_13", "item_14", "item_15", "item_16", "item_17", "item_18", "item_19", "item_20" ], "rows": 536, "table": true, "tojson": true }, { "name": "fraction_qmatrix", "title": "Tatsuoka fraction subtraction data", "object": "fraction_qmatrix", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "item", "convert", "separate", "simplify", "common", "borrow_whole", "borrow_numerator", "subtract", "reduce" ], "rows": 20, "table": true, "tojson": true }, { "name": "mcmi_data", "title": "Millon Clinical Multiaxial Inventory-III (MCMI-III)", "object": "mcmi_data", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "id", "item.1", "item.2", "item.3", "item.4", "item.5", "item.6", "item.7", "item.8", "item.9", "item.10", "item.11", "item.12", "item.13", "item.14", "item.15", "item.16", "item.17", "item.18", "item.19", "item.20", "item.21", "item.22", "item.23", "item.24", "item.25", "item.26", "item.27", "item.28", "item.29", "item.30", "item.31", "item.32", "item.33", "item.34", "item.35", "item.36", "item.37", "item.38", "item.39", "item.40", "item.41", "item.42", "item.43", "item.44" ], "rows": 1208, "table": true, "tojson": true }, { "name": "mcmi_qmatrix", "title": "Millon Clinical Multiaxial Inventory-III (MCMI-III)", "object": "mcmi_qmatrix", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "item", "anxiety", "somatoform", "thought_disorder", "major_depression" ], "rows": 44, "table": true, "tojson": true }, { "name": "mdm_data", "title": "MacReady & Dayton multiplication data (MDM)", "object": "mdm_data", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "respondent", "mdm1", "mdm2", "mdm3", "mdm4" ], "rows": 142, "table": true, "tojson": true }, { "name": "mdm_qmatrix", "title": "MacReady & Dayton multiplication data (MDM)", "object": "mdm_qmatrix", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "item", "multiplication" ], "rows": 4, "table": true, "tojson": true }, { "name": "pie_ft_data", "title": "Pathways for instructionally embedded assessment (PIE)", "object": "pie_ft_data", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "student", "00592", "14415", "56400", "64967", "06238", "10231", "54596", "96748", "97634", "13080", "27971", "56741", "63088", "81175", "88063" ], "rows": 172, "table": true, "tojson": true }, { "name": "pie_ft_qmatrix", "title": "Pathways for instructionally embedded assessment (PIE)", "object": "pie_ft_qmatrix", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "task", "L1", "L2", "L3" ], "rows": 15, "table": true, "tojson": true }, { "name": "pie_pilot_data", "title": "Pathways for instructionally embedded assessment (PIE)", "object": "pie_pilot_data", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "student", "time", "00592", "14415", "56400", "33008", "49531", "96568", "06238", "54596", "96748", "97634", "10231", "38641", "97673", "13080", "27971", "56741", "63088" ], "rows": 2370, "table": true, "tojson": true }, { "name": "pie_pilot_qmatrix", "title": "Pathways for instructionally embedded assessment (PIE)", "object": "pie_pilot_qmatrix", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "task", "L1", "L2", "L3" ], "rows": 17, "table": true, "tojson": true }, { "name": "roarpa_data", "title": "Rapid online assessment of reading and phonological awareness (ROAR-PA)", "object": "roarpa_data", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "id", "fsm_01", "fsm_04", "fsm_05", "fsm_06", "fsm_07", "fsm_08", "fsm_10", "fsm_11", "fsm_12", "fsm_14", "fsm_15", "fsm_16", "fsm_17", "fsm_18", "fsm_21", "fsm_22", "fsm_23", "fsm_24", "fsm_25", "lsm_01", "lsm_02", "lsm_04", "lsm_05", "lsm_06", "lsm_07", "lsm_08", "lsm_10", "lsm_11", "lsm_13", "lsm_15", "lsm_16", "lsm_17", "lsm_18", "lsm_19", "lsm_20", "lsm_21", "lsm_22", "lsm_24", "del_01", "del_03", "del_04", "del_05", "del_06", "del_07", "del_08", "del_09", "del_10", "del_11", "del_13", "del_14", "del_15", "del_16", "del_17", "del_18", "del_20", "del_21", "del_22" ], "rows": 272, "table": true, "tojson": true }, { "name": "roarpa_qmatrix", "title": "Rapid online assessment of reading and phonological awareness (ROAR-PA)", "object": "roarpa_qmatrix", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "item", "lsm", "del", "fsm" ], "rows": 57, "table": true, "tojson": true }, { "name": "timss03_data", "title": "Trends in international mathematics and science study (TIMSS) assessment for grade 8 mathematics (2003)", "object": "timss03_data", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "id", "M012001", "M012002", "M012004", "M012016", "M012017", "M012040", "M012041", "M012042", "M022043", "M022050", "M022057", "M022066", "M022185", "M022191", "M022194", "M022196", "M022198", "M022199", "M022232", "M022251", "M032570", "M032643", "M022234B" ], "rows": 757, "table": true, "tojson": true }, { "name": "timss03_qmatrix", "title": "Trends in international mathematics and science study (TIMSS) assessment for grade 8 mathematics (2003)", "object": "timss03_qmatrix", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "item", "understand_ratio", "use_ratio", "compute_fluently", "rational_numbers", "algebraic_expressions", "one_variable_equations", "recognize_proportional_relationships", "use_proportional_relationships", "asmd_rational_numbers", "expressions_equations", "compare_fractions", "multistep_problems", "equivalent_fractions" ], "rows": 23, "table": true, "tojson": true }, { "name": "timss07_data", "title": "Trends in international mathematics and science study (TIMSS) assessment for grade 4 mathematics (2007)", "object": "timss07_data", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "id", "M031085", "M031172", "M031173", "M031219", "M031245", "M031247", "M031303", "M031309", "M041052", "M041056", "M041069", "M041076", "M041131", "M041146", "M041152", "M041164", "M041186", "M041275", "M041281", "M041336", "M031242A", "M031242B", "M031242C", "M041258A", "M041258B" ], "rows": 698, "table": true, "tojson": true }, { "name": "timss07_domain_qmatrix", "title": "Trends in international mathematics and science study (TIMSS) assessment for grade 4 mathematics (2007)", "object": "timss07_domain_qmatrix", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "item", "n", "gm", "dd" ], "rows": 25, "table": true, "tojson": true }, { "name": "timss07_skill_qmatrix", "title": "Trends in international mathematics and science study (TIMSS) assessment for grade 4 mathematics (2007)", "object": "timss07_skill_qmatrix", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "item", "n_wn_represent", "n_wn_compute", "n_wn_solve", "n_wn_proportions", "n_fd_parts", "n_fd_solve", "n_ns_model", "n_pr_describe", "gm_la_properties", "gm_tt_figures", "gm_tt_calculate", "gm_lm_locate", "dd_ri_read", "dd_ri_information", "dd_or_data" ], "rows": 25, "table": true, "tojson": true }, { "name": "timss07_topic_qmatrix", "title": "Trends in international mathematics and science study (TIMSS) assessment for grade 4 mathematics (2007)", "object": "timss07_topic_qmatrix", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "item", "n_wn", "n_fd", "n_nspr", "gm_la", "gm_tt", "gm_lm", "dd_rior" ], "rows": 25, "table": true, "tojson": true } ], "_help": [ { "page": "dtmr", "title": "Diagnosing teachers' multiplicative reasoning (DTMR)", "topics": [ "dtmr", "dtmr_data", "dtmr_qmatrix", "dtmr_true_items", "dtmr_true_profiles", "dtmr_true_structural" ] }, { "page": "ecpe", "title": "Examination for the certificate of proficiency in English (ECPE)", "concept": [ "English" ], "topics": [ "ecpe", "ecpe_data", "ecpe_qmatrix" ] }, { "page": "fraction", "title": "Tatsuoka fraction subtraction data", "topics": [ "fraction", "fraction_data", "fraction_qmatrix" ] }, { "page": "generate_ids", "title": "Generate unique identifiers", "topics": [ "generate_ids" ] }, { "page": "log_odds", "title": "Log-odds transformation", "topics": [ "inv_logit", "logit", "log_odds" ] }, { "page": "mcmi", "title": "Millon Clinical Multiaxial Inventory-III (MCMI-III)", "concept": [ "Clinical", "Multiaxial" ], "topics": [ "mcmi", "mcmi_data", "mcmi_qmatrix" ] }, { "page": "mdm", "title": "MacReady & Dayton multiplication data (MDM)", "concept": [ "Dayton" ], "topics": [ "mdm", "mdm_data", "mdm_qmatrix" ] }, { "page": "pie", "title": "Pathways for instructionally embedded assessment (PIE)", "topics": [ "pie", "pie_ft_data", "pie_ft_qmatrix", "pie_pilot_data", "pie_pilot_qmatrix" ] }, { "page": "roarpa", "title": "Rapid online assessment of reading and phonological awareness (ROAR-PA)", "topics": [ "roarpa", "roarpa_data", "roarpa_qmatrix" ] }, { "page": "timss03", "title": "Trends in international mathematics and science study (TIMSS) assessment for grade 8 mathematics (2003)", "topics": [ "timss03", "timss03_data", "timss03_qmatrix" ] }, { "page": "timss07", "title": "Trends in international mathematics and science study (TIMSS) assessment for grade 4 mathematics (2007)", "topics": [ "timss07", "timss07_data", "timss07_domain_qmatrix", "timss07_skill_qmatrix", "timss07_topic_qmatrix" ] } ], "_pkglogo": "https://github.com/r-dcm/dcmdata/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/r-dcm/dcmdata/raw/HEAD/README.md", "_rundeps": [ "cli", "glue", "lifecycle", "magrittr", "pillar", "pkgconfig", "rlang", "tibble", "utf8", "vctrs" ], "_score": 4.14921911265538, "_indexed": true, "_nocasepkg": "dcmdata", "_universes": [ "r-dcm", "wjakethompson" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.0.9000", "date": "2026-06-09T06:39:05.000Z", "distro": "noble", "commit": "b32dd6eba5e5343d20a654bab912581ceccbf6c4", "fileid": "171dff8dbd426df734fc36d8f091c5899c1983781832fb3b1737bca469ebc772", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-dcm/actions/runs/27188405793" }, { "r": "4.6.0", "os": "linux", "version": "0.2.0.9000", "date": "2026-06-09T06:38:58.000Z", "distro": "noble", "commit": "b32dd6eba5e5343d20a654bab912581ceccbf6c4", "fileid": "83b6a9dcce9b88162fcebdc1f16701ceeb748cdbce4f6aa7309941139d7ff3c8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-dcm/actions/runs/27188405793" }, { "r": "4.5.3", "os": "mac", "version": "0.2.0.9000", "date": "2026-06-09T06:54:05.000Z", "commit": "b32dd6eba5e5343d20a654bab912581ceccbf6c4", "fileid": "1c9b8535ccaec480f5f92fa4a91492666b289c62483c71375f798d0d6d6be4b3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-dcm/actions/runs/27188405793" }, { "r": "4.6.0", "os": "mac", "version": "0.2.0.9000", "date": "2026-06-09T06:56:10.000Z", "commit": "b32dd6eba5e5343d20a654bab912581ceccbf6c4", "fileid": "9b47064fe49d599898e71a5e77d1cbec17d9095fcca1bff33fed3f707f6dfd2c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-dcm/actions/runs/27188405793" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.0.9000", "date": "2026-06-09T06:39:05.000Z", "commit": "b32dd6eba5e5343d20a654bab912581ceccbf6c4", "fileid": "50ec2742a335f9aefc6882b63aa3ac2f7920644f3202f321d0ea171815a13cc5", "status": "success", "buildurl": "https://github.com/r-universe/r-dcm/actions/runs/27188405793" }, { "r": "4.7.0", "os": "win", "version": "0.2.0.9000", "date": "2026-06-09T06:38:20.000Z", "commit": "b32dd6eba5e5343d20a654bab912581ceccbf6c4", "fileid": "ed4c3bbd51e8029d5d5d27e7a809e38af378b4a030b269162ec0ab7f8a167df0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-dcm/actions/runs/27188405793" }, { "r": "4.5.3", "os": "win", "version": "0.2.0.9000", "date": "2026-06-09T06:38:45.000Z", "commit": "b32dd6eba5e5343d20a654bab912581ceccbf6c4", "fileid": "919bee7688c8ac6296918bbdd7570d45b2a8c17b8a3129a7820cc5b5a2ee7a2b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-dcm/actions/runs/27188405793" }, { "r": "4.6.0", "os": "win", "version": "0.2.0.9000", "date": "2026-06-09T06:38:14.000Z", "commit": "b32dd6eba5e5343d20a654bab912581ceccbf6c4", "fileid": "a57ba460fbf3ea1c972d900cba61d968cbc42e1df2b3a035da689885b27a1fe8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/r-dcm/actions/runs/27188405793" } ] }