{"id":"https://openalex.org/W1485470200","doi":"https://doi.org/10.3233/mas-2009-0140","title":"Data error prevention and cleansing: A comprehensive guide for instructors of statistics and their students","display_name":"Data error prevention and cleansing: A comprehensive guide for instructors of statistics and their students","publication_year":2009,"publication_date":"2009-12-29","ids":{"openalex":"https://openalex.org/W1485470200","doi":"https://doi.org/10.3233/mas-2009-0140","mag":"1485470200"},"language":"en","primary_location":{"id":"doi:10.3233/mas-2009-0140","is_oa":false,"landing_page_url":"https://doi.org/10.3233/mas-2009-0140","pdf_url":null,"source":{"id":"https://openalex.org/S2765066696","display_name":"Model Assisted Statistics and Applications","issn_l":"1574-1699","issn":["1574-1699","1875-9068"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Model Assisted Statistics and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009324248","display_name":"Tammy A. Grace","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087188","display_name":"Impact Assessment","ror":"https://ror.org/004m2d892","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087188"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tammy A. Grace","raw_affiliation_strings":["Impact Evaluation Corp, Famington Hills, MI, USA. E-mail: tgrace@impactevaluation.com"],"affiliations":[{"raw_affiliation_string":"Impact Evaluation Corp, Famington Hills, MI, USA. E-mail: tgrace@impactevaluation.com","institution_ids":["https://openalex.org/I4210087188"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023320850","display_name":"Shlomo S. Sawilowsky","orcid":null},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shlomo S. Sawilowsky","raw_affiliation_strings":["Wayne State University, Detroit, MI, USA. E-mail: shlomo@wayne.edu"],"affiliations":[{"raw_affiliation_string":"Wayne State University, Detroit, MI, USA. E-mail: shlomo@wayne.edu","institution_ids":["https://openalex.org/I185443292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009324248"],"corresponding_institution_ids":["https://openalex.org/I4210087188"],"apc_list":null,"apc_paid":null,"fwci":0.5654,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.66847424,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4","issue":"4","first_page":"303","last_page":"312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5337501764297485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3990050256252289},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.38446542620658875},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.37893232703208923},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.35187333822250366},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22456499934196472},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15893852710723877}],"concepts":[{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5337501764297485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3990050256252289},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.38446542620658875},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.37893232703208923},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.35187333822250366},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22456499934196472},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15893852710723877}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/mas-2009-0140","is_oa":false,"landing_page_url":"https://doi.org/10.3233/mas-2009-0140","pdf_url":null,"source":{"id":"https://openalex.org/S2765066696","display_name":"Model Assisted Statistics and Applications","issn_l":"1574-1699","issn":["1574-1699","1875-9068"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Model Assisted Statistics and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W252811444","https://openalex.org/W573982507","https://openalex.org/W659375122","https://openalex.org/W1484864026","https://openalex.org/W1533179050","https://openalex.org/W1533274733","https://openalex.org/W1547108827","https://openalex.org/W1564436890","https://openalex.org/W1570181179","https://openalex.org/W1594996415","https://openalex.org/W1988114788","https://openalex.org/W1998131108","https://openalex.org/W2000095329","https://openalex.org/W2002650022","https://openalex.org/W2005838265","https://openalex.org/W2011098182","https://openalex.org/W2027615005","https://openalex.org/W2030112854","https://openalex.org/W2044758663","https://openalex.org/W2046225662","https://openalex.org/W2055816967","https://openalex.org/W2072564709","https://openalex.org/W2088277508","https://openalex.org/W2137444486","https://openalex.org/W2140190241","https://openalex.org/W2143707047","https://openalex.org/W2163167269","https://openalex.org/W2171515720","https://openalex.org/W2187059374","https://openalex.org/W2188402146","https://openalex.org/W2479960635","https://openalex.org/W2623590589","https://openalex.org/W2897971917","https://openalex.org/W2914795080","https://openalex.org/W3168395301"],"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":{"The":[0,35],"proper":[1],"analysis":[2],"of":[3,10,37],"data":[4,12,28,33],"is":[5,40],"predicated":[6],"on":[7],"the":[8],"existence":[9],"a":[11],"set":[13],"containing":[14],"valid":[15],"responses.":[16],"There":[17],"are":[18],"many":[19],"sound":[20],"techniques":[21],"that":[22],"should":[23],"be":[24],"employed":[25],"to":[26,31,41],"minimize":[27],"errors,":[29],"and":[30],"cleanse":[32],"sets.":[34],"purpose":[36],"this":[38],"article":[39],"provide":[42]},"counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}