{"id":"https://openalex.org/W787117092","doi":"https://doi.org/10.3233/mas-2008-3303","title":"A new estimator in multiple linear regression model","display_name":"A new estimator in multiple linear regression model","publication_year":2008,"publication_date":"2008-09-11","ids":{"openalex":"https://openalex.org/W787117092","doi":"https://doi.org/10.3233/mas-2008-3303","mag":"787117092"},"language":"en","primary_location":{"id":"doi:10.3233/mas-2008-3303","is_oa":false,"landing_page_url":"https://doi.org/10.3233/mas-2008-3303","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/A5062897333","display_name":"Mustafa I. Alheety","orcid":"https://orcid.org/0000-0002-1684-7682"},"institutions":[{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"M.I. Alheety","raw_affiliation_strings":["Department of Statistics, Faculty of Science, Pune University, Pune, India"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Faculty of Science, Pune University, Pune, India","institution_ids":["https://openalex.org/I878213199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103498918","display_name":"Sharad D. Gore","orcid":null},"institutions":[{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S.D. Gore","raw_affiliation_strings":["Department of Statistics, Faculty of Science, Pune University, Pune, India"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Faculty of Science, Pune University, Pune, India","institution_ids":["https://openalex.org/I878213199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062897333"],"corresponding_institution_ids":["https://openalex.org/I878213199"],"apc_list":null,"apc_paid":null,"fwci":0.3037,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.594444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"3","issue":"3","first_page":"187","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9998999834060669,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9998999834060669,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13487","display_name":"Statistical and numerical algorithms","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multicollinearity","display_name":"Multicollinearity","score":0.9450996518135071},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.7385497689247131},{"id":"https://openalex.org/keywords/ordinary-least-squares","display_name":"Ordinary least squares","score":0.7324576377868652},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.6770596504211426},{"id":"https://openalex.org/keywords/design-matrix","display_name":"Design matrix","score":0.56717848777771},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5650784373283386},{"id":"https://openalex.org/keywords/minimum-variance-unbiased-estimator","display_name":"Minimum-variance unbiased estimator","score":0.5400391817092896},{"id":"https://openalex.org/keywords/bias-of-an-estimator","display_name":"Bias of an estimator","score":0.5376720428466797},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5072545409202576},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.43270424008369446},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.42893150448799133},{"id":"https://openalex.org/keywords/efficient-estimator","display_name":"Efficient estimator","score":0.42340588569641113}],"concepts":[{"id":"https://openalex.org/C189285262","wikidata":"https://www.wikidata.org/wiki/Q1332350","display_name":"Multicollinearity","level":3,"score":0.9450996518135071},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7385497689247131},{"id":"https://openalex.org/C99656134","wikidata":"https://www.wikidata.org/wiki/Q2912993","display_name":"Ordinary least squares","level":2,"score":0.7324576377868652},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6770596504211426},{"id":"https://openalex.org/C203233044","wikidata":"https://www.wikidata.org/wiki/Q5264358","display_name":"Design matrix","level":3,"score":0.56717848777771},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5650784373283386},{"id":"https://openalex.org/C165646398","wikidata":"https://www.wikidata.org/wiki/Q3755281","display_name":"Minimum-variance unbiased estimator","level":3,"score":0.5400391817092896},{"id":"https://openalex.org/C191393472","wikidata":"https://www.wikidata.org/wiki/Q15222032","display_name":"Bias of an estimator","level":4,"score":0.5376720428466797},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5072545409202576},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.43270424008369446},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.42893150448799133},{"id":"https://openalex.org/C35594927","wikidata":"https://www.wikidata.org/wiki/Q2265984","display_name":"Efficient estimator","level":4,"score":0.42340588569641113}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/mas-2008-3303","is_oa":false,"landing_page_url":"https://doi.org/10.3233/mas-2008-3303","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":14,"referenced_works":["https://openalex.org/W1485715719","https://openalex.org/W1598266570","https://openalex.org/W1994067712","https://openalex.org/W1995318043","https://openalex.org/W2001424819","https://openalex.org/W2020892541","https://openalex.org/W2035879195","https://openalex.org/W2044654355","https://openalex.org/W2066796151","https://openalex.org/W2092297269","https://openalex.org/W2092369573","https://openalex.org/W2093754862","https://openalex.org/W2314246804","https://openalex.org/W2905257391"],"related_works":["https://openalex.org/W2349547417","https://openalex.org/W2910434125","https://openalex.org/W3092888124","https://openalex.org/W2356451205","https://openalex.org/W2035998077","https://openalex.org/W4239491110","https://openalex.org/W2036535888","https://openalex.org/W2059813665","https://openalex.org/W2023699039","https://openalex.org/W2801374849"],"abstract_inverted_index":{"Least":[0],"squares":[1],"estimates":[2],"of":[3,5],"parameters":[4],"a":[6],"multiple":[7],"linear":[8],"regression":[9],"model":[10],"are":[11],"known":[12],"to":[13],"be":[14],"highly":[15],"variable":[16],"when":[17],"the":[18,24],"matrix":[19],"on":[20],"independent":[21],"variables":[22],"has":[23],"multicollinearity":[25],"problem.":[26],"To":[27],"circumvent":[28],"this":[29],"problem,":[30],"several":[31],"alternative":[32],"methods":[33],"have":[34],"been":[35]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"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"}
