{"id":"https://openalex.org/W2790326480","doi":"https://doi.org/10.7287/peerj.preprints.26605v1","title":"Taking R to its limits: 70+ tips","display_name":"Taking R to its limits: 70+ tips","publication_year":2018,"publication_date":"2018-03-03","ids":{"openalex":"https://openalex.org/W2790326480","doi":"https://doi.org/10.7287/peerj.preprints.26605v1","mag":"2790326480"},"language":"en","primary_location":{"id":"doi:10.7287/peerj.preprints.26605v1","is_oa":true,"landing_page_url":"https://doi.org/10.7287/peerj.preprints.26605v1","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.7287/peerj.preprints.26605v1","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018498598","display_name":"Michail Tsagris","orcid":"https://orcid.org/0000-0002-2049-3063"},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Michail Tsagris","raw_affiliation_strings":["University of Crete, Herakleion, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"University of Crete, Herakleion, Crete, Greece","institution_ids":["https://openalex.org/I142617266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083103442","display_name":"Manos Papadakis","orcid":"https://orcid.org/0000-0002-9758-7076"},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Manos Papadakis","raw_affiliation_strings":["University of Crete, Herakleion, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"University of Crete, Herakleion, Crete, Greece","institution_ids":["https://openalex.org/I142617266"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018498598"],"corresponding_institution_ids":["https://openalex.org/I142617266"],"apc_list":null,"apc_paid":null,"fwci":1.4929,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.88986784,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.8220000267028809,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.8220000267028809,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.7490000128746033,"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/advice","display_name":"Advice (programming)","score":0.8960140943527222},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7057937383651733},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.6613953113555908},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.6512944102287292},{"id":"https://openalex.org/keywords/program-optimization","display_name":"Program optimization","score":0.41353753209114075},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.39783743023872375},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.36110687255859375},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.05131763219833374}],"concepts":[{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.8960140943527222},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7057937383651733},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.6613953113555908},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6512944102287292},{"id":"https://openalex.org/C139571649","wikidata":"https://www.wikidata.org/wiki/Q1156793","display_name":"Program optimization","level":3,"score":0.41353753209114075},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.39783743023872375},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.36110687255859375},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.05131763219833374},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7287/peerj.preprints.26605v1","is_oa":true,"landing_page_url":"https://doi.org/10.7287/peerj.preprints.26605v1","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.7287/peerj.preprints.26605v1","is_oa":true,"landing_page_url":"https://doi.org/10.7287/peerj.preprints.26605v1","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3090906284","https://openalex.org/W253876680","https://openalex.org/W1987931999","https://openalex.org/W4293797372","https://openalex.org/W4238052600","https://openalex.org/W3005176110","https://openalex.org/W162918864","https://openalex.org/W2056396287","https://openalex.org/W2889543163","https://openalex.org/W2570625112"],"abstract_inverted_index":{"R":[0],"has":[1],"many":[2,11],"capabilities":[3],"most":[4],"of":[5,56,64],"which":[6],"are":[7,70],"not":[8],"known":[9],"by":[10],"users,":[12],"yet":[13],"waiting":[14],"to":[15,27,34,42,53,73],"be":[16],"discovered.":[17],"For":[18],"this":[19],"reason":[20],"we":[21],"provide":[22],"more":[23],"tips":[24,41,65,69],"on":[25],"how":[26],"write":[28],"really":[29],"efficient":[30],"code":[31],"without":[32],"having":[33],"program":[35],"in":[36],"C++,":[37],"programming":[38,84],"advice,":[39,87],"and":[40,45],"avoid":[43],"errors":[44],"numerical":[46,80],"overflows.":[47],"This":[48],"is":[49,66],"the":[50,54],"first":[51],"time,":[52],"best":[55],"our":[57],"knowledge,":[58],"that":[59],"such":[60],"a":[61],"long":[62],"list":[63],"provided.":[67],"The":[68],"categorized,":[71],"according":[72],"their":[74],"use,":[75],"for":[76],"matrices,":[77],"simple":[78],"functions,":[79],"optimization,":[81],"parallel":[82],"computing,":[83],"tips,":[85],"general":[86],"etc.":[88]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}