{"id":"https://openalex.org/W2786975251","doi":"https://doi.org/10.32614/rj-2015-016","title":"Estimability Tools for Package Developers","display_name":"Estimability Tools for Package Developers","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2786975251","doi":"https://doi.org/10.32614/rj-2015-016","mag":"2786975251"},"language":"en","primary_location":{"id":"doi:10.32614/rj-2015-016","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2015-016","pdf_url":"https://journal.r-project.org/archive/2015/RJ-2015-016/RJ-2015-016.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://journal.r-project.org/archive/2015/RJ-2015-016/RJ-2015-016.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5096820158","display_name":"V. Lenth Russell","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Russell,V. Lenth","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5096820158"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44185525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"7","issue":"1","first_page":"195","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.9603000283241272,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.947700023651123,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.7809518575668335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5097043514251709},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3430543541908264},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.29011982679367065}],"concepts":[{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.7809518575668335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5097043514251709},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3430543541908264},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.29011982679367065}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32614/rj-2015-016","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2015-016","pdf_url":"https://journal.r-project.org/archive/2015/RJ-2015-016/RJ-2015-016.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32614/rj-2015-016","is_oa":true,"landing_page_url":"https://doi.org/10.32614/rj-2015-016","pdf_url":"https://journal.r-project.org/archive/2015/RJ-2015-016/RJ-2015-016.pdf","source":{"id":"https://openalex.org/S2489169438","display_name":"The R Journal","issn_l":"2073-4859","issn":["2073-4859"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The R Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2786975251.pdf","grobid_xml":"https://content.openalex.org/works/W2786975251.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W4299614477"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880"],"abstract_inverted_index":{"When":[0],"a":[1,48,81],"linear":[2],"model":[3,11,49],"is":[4,40],"rank-deficient,":[5],"then":[6],"predictions":[7,17,56,72],"based":[8],"on":[9],"that":[10,32,66],"become":[12],"questionable":[13],"because":[14],"not":[15],"all":[16],"are":[18],"uniquely":[19],"estimable.":[20],"However,":[21],"some":[22,63],"of":[23,45,91],"them":[24],"are,":[25],"and":[26],"the":[27,43,67,97],"estimability":[28,76],"package":[29,33,77],"provides":[30],"tools":[31],"developers":[34],"can":[35,69],"use":[36,44,88],"to":[37,73,87],"tell":[38],"which":[39,71],"which.":[41],"With":[42],"these":[46],"tools,":[47],"object's":[50],"predict":[51,92],"method":[52,86],"could":[53],"return":[54],"estimable":[55],"as-is":[57],"while":[58],"flagging":[59],"non-estimable":[60],"ones":[61],"in":[62,89],"way,":[64],"so":[65],"user":[68],"know":[70],"believe.":[74],"The":[75],"also":[78],"provides,":[79],"as":[80],"demonstration,":[82],"an":[83],"estimability-enhanced":[84],"epredict":[85],"place":[90],"for":[93],"models":[94],"fitted":[95],"using":[96],"stats":[98],"package.":[99]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}