{"id":"https://openalex.org/W2156598245","doi":"https://doi.org/10.1109/clustr.2009.5289161","title":"Numerically stable, single-pass, parallel statistics algorithms","display_name":"Numerically stable, single-pass, parallel statistics algorithms","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2156598245","doi":"https://doi.org/10.1109/clustr.2009.5289161","mag":"2156598245"},"language":"en","primary_location":{"id":"doi:10.1109/clustr.2009.5289161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/clustr.2009.5289161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Cluster Computing and Workshops","raw_type":"proceedings-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/A5035473399","display_name":"Janine Camille Bennett","orcid":null},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Janine Bennett","raw_affiliation_strings":["Sandia National Laboratories, Livermore, CA, USA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Livermore, CA, USA","institution_ids":["https://openalex.org/I192454743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044669967","display_name":"Ray Grout","orcid":"https://orcid.org/0000-0002-1760-8747"},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ray Grout","raw_affiliation_strings":["Sandia National Laboratories, Livermore, CA, USA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Livermore, CA, USA","institution_ids":["https://openalex.org/I192454743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090559121","display_name":"Philippe P\u00e9ba\u00ff","orcid":"https://orcid.org/0000-0002-2311-3775"},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philippe Pebay","raw_affiliation_strings":["Sandia National Laboratories, Livermore, CA, USA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Livermore, CA, USA","institution_ids":["https://openalex.org/I192454743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110252724","display_name":"Diana C. Roe","orcid":null},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Diana Roe","raw_affiliation_strings":["Sandia National Laboratories, Livermore, CA, USA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Livermore, CA, USA","institution_ids":["https://openalex.org/I192454743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000430651","display_name":"David Thompson","orcid":"https://orcid.org/0000-0002-8575-6469"},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Thompson","raw_affiliation_strings":["Sandia National Laboratories, Livermore, CA, USA"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Livermore, CA, USA","institution_ids":["https://openalex.org/I192454743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035473399"],"corresponding_institution_ids":["https://openalex.org/I192454743"],"apc_list":null,"apc_paid":null,"fwci":4.6174,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.95442021,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10553","display_name":"Combustion and flame dynamics","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10553","display_name":"Combustion and flame dynamics","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9765999913215637,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9663000106811523,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7210472226142883},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7123076319694519},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.5755484104156494},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5376523733139038},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4436042010784149},{"id":"https://openalex.org/keywords/computational-statistics","display_name":"Computational statistics","score":0.44275251030921936},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.42508983612060547},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3438302278518677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16161075234413147},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10896611213684082}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7210472226142883},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7123076319694519},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.5755484104156494},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5376523733139038},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4436042010784149},{"id":"https://openalex.org/C176222170","wikidata":"https://www.wikidata.org/wiki/Q5157340","display_name":"Computational statistics","level":2,"score":0.44275251030921936},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.42508983612060547},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3438302278518677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16161075234413147},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10896611213684082},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/clustr.2009.5289161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/clustr.2009.5289161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Cluster Computing and Workshops","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.214.8508","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.214.8508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.janinebennett.org/index_files/ParallelStatisticsAlgorithms.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1649645444","https://openalex.org/W1983888163","https://openalex.org/W1987034518","https://openalex.org/W2042988232","https://openalex.org/W2072637364","https://openalex.org/W2109722477","https://openalex.org/W2110004655","https://openalex.org/W2124940540","https://openalex.org/W2173213060","https://openalex.org/W6676367512","https://openalex.org/W7037078312"],"related_works":["https://openalex.org/W2487162673","https://openalex.org/W2942366970","https://openalex.org/W2793211469","https://openalex.org/W2949152769","https://openalex.org/W4372354731","https://openalex.org/W2562400057","https://openalex.org/W1692008701","https://openalex.org/W2597588799","https://openalex.org/W4360593462","https://openalex.org/W2519508689"],"abstract_inverted_index":{"Statistical":[0],"analysis":[1,24,88],"is":[2,31,124],"widely":[3],"used":[4,125],"for":[5,54],"countless":[6],"scientific":[7],"applications":[8],"in":[9,90,119],"order":[10],"to":[11,32,92,112,126],"analyze":[12],"and":[13,40,61,70,96,115],"infer":[14],"meaning":[15],"from":[16],"data.":[17],"A":[18],"key":[19],"challenge":[20],"of":[21,37,50,64,101],"any":[22],"statistical":[23,68,122],"package":[25],"aimed":[26],"at":[27],"large-scale,":[28],"distributed":[29],"data":[30,132],"address":[33],"the":[34,121],"orthogonal":[35],"issues":[36],"parallel":[38,60,81],"scalability":[39,103,109],"numerical":[41],"stability.":[42],"In":[43],"this":[44],"paper":[45],"we":[46,75],"derive":[47],"a":[48,102],"series":[49],"formulas":[51],"that":[52,84],"allow":[53],"single-pass,":[55],"yet":[56],"numerically":[57,106],"robust,":[58],"pairwise":[59],"incremental":[62],"updates":[63],"both":[65],"arbitrary-order":[66],"centered":[67],"moments":[69],"co-moments.":[71],"Using":[72],"these":[73],"formulas,":[74],"have":[76],"built":[77],"an":[78],"open":[79],"source":[80],"statistics":[82],"framework":[83,123],"performs":[85],"principal":[86],"component":[87],"(PCA)":[89],"addition":[91],"computing":[93],"descriptive,":[94],"correlative,":[95],"multi-correlative":[97],"statistics.":[98],"The":[99],"results":[100,116],"study":[104],"demonstrate":[105],"stable,":[107],"near-optimal":[108],"on":[110],"up":[111],"128":[113],"processes":[114],"are":[117],"presented":[118],"which":[120],"process":[127],"large-scale":[128],"turbulent":[129],"combustion":[130],"simulation":[131],"with":[133],"1500":[134],"processes.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}