Publication Information

{'id': 'https://openalex.org/W3037148099', 'doi': 'https://doi.org/10.3844/amjbsp.2020.20.24', 'title': 'Application of a Beta Regression Model for Covariate Adjusted ROC', 'display_name': 'Application of a Beta Regression Model for Covariate Adjusted ROC', 'publication_year': 2020, 'publication_date': '2020-01-01', 'ids': {'openalex': 'https://openalex.org/W3037148099', 'doi': 'https://doi.org/10.3844/amjbsp.2020.20.24', 'mag': '3037148099'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.3844/amjbsp.2020.20.24', 'pdf_url': 'https://thescipub.com/pdf/amjbsp.2020.20.24.pdf', 'source': {'id': 'https://openalex.org/S4210180849', 'display_name': 'Current Research in Biostatistics', 'issn_l': '2524-2210', 'issn': ['2524-2210', '2524-2229'], 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': True, 'oa_status': 'gold', 'oa_url': 'https://thescipub.com/pdf/amjbsp.2020.20.24.pdf', 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5111711826', 'display_name': 'Xing Meng', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I157394403', 'display_name': 'Baylor University', 'ror': 'https://ror.org/005781934', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I157394403']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Xing Meng', 'raw_affiliation_strings': ['†Baylor University'], 'affiliations': [{'raw_affiliation_string': '†Baylor University', 'institution_ids': ['https://openalex.org/I157394403']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5082497563', 'display_name': 'J. D. Tubbs', 'orcid': 'https://orcid.org/0000-0002-1923-7353'}, 'institutions': [{'id': 'https://openalex.org/I157394403', 'display_name': 'Baylor University', 'ror': 'https://ror.org/005781934', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I157394403']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'J.D. Tubbs', 'raw_affiliation_strings': ['†Baylor University'], 'affiliations': [{'raw_affiliation_string': '†Baylor University', 'institution_ids': ['https://openalex.org/I157394403']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 1, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': 0.154, 'has_fulltext': True, 'fulltext_origin': 'pdf', 'cited_by_count': 1, 'citation_normalized_percentile': {'value': 0.353556, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 61, 'max': 69}, 'biblio': {'volume': '10', 'issue': '1', 'first_page': '20', 'last_page': '24'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T11871', 'display_name': 'Advanced Statistical Methods and Models', 'score': 0.9221, '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': 0.9221, '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/T11652', 'display_name': 'Imbalanced Data Classification Techniques', 'score': 0.9215, '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/T11396', 'display_name': 'Artificial Intelligence in Healthcare', 'score': 0.9072, 'subfield': {'id': 'https://openalex.org/subfields/3605', 'display_name': 'Health Information Management'}, 'field': {'id': 'https://openalex.org/fields/36', 'display_name': 'Health Professions'}, 'domain': {'id': 'https://openalex.org/domains/4', 'display_name': 'Health Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/beta', 'display_name': 'BETA (programming language)', 'score': 0.47855693}, {'id': 'https://openalex.org/keywords/factor-regression-model', 'display_name': 'Factor regression model', 'score': 0.4633195}], 'concepts': [{'id': 'https://openalex.org/C119043178', 'wikidata': 'https://www.wikidata.org/wiki/Q320723', 'display_name': 'Covariate', 'level': 2, 'score': 0.8401887}, {'id': 'https://openalex.org/C105795698', 'wikidata': 'https://www.wikidata.org/wiki/Q12483', 'display_name': 'Statistics', 'level': 1, 'score': 0.617473}, {'id': 'https://openalex.org/C152877465', 'wikidata': 'https://www.wikidata.org/wiki/Q208042', 'display_name': 'Regression analysis', 'level': 2, 'score': 0.48403305}, {'id': 'https://openalex.org/C2776174256', 'wikidata': 'https://www.wikidata.org/wiki/Q830842', 'display_name': 'BETA (programming language)', 'level': 2, 'score': 0.47855693}, {'id': 'https://openalex.org/C93698799', 'wikidata': 'https://www.wikidata.org/wiki/Q5428730', 'display_name': 'Factor regression model', 'level': 5, 'score': 0.4633195}, {'id': 'https://openalex.org/C83546350', 'wikidata': 'https://www.wikidata.org/wiki/Q1139051', 'display_name': 'Regression', 'level': 2, 'score': 0.44742942}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.3791465}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.25702482}, {'id': 'https://openalex.org/C64946054', 'wikidata': 'https://www.wikidata.org/wiki/Q4874476', 'display_name': 'Bayesian multivariate linear regression', 'level': 3, 'score': 0.15509447}, {'id': 'https://openalex.org/C32224588', 'wikidata': 'https://www.wikidata.org/wiki/Q7250175', 'display_name': 'Proper linear model', 'level': 4, 'score': 0.12197307}, {'id': 'https://openalex.org/C199360897', 'wikidata': 'https://www.wikidata.org/wiki/Q9143', 'display_name': 'Programming language', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.3844/amjbsp.2020.20.24', 'pdf_url': 'https://thescipub.com/pdf/amjbsp.2020.20.24.pdf', 'source': {'id': 'https://openalex.org/S4210180849', 'display_name': 'Current Research in Biostatistics', 'issn_l': '2524-2210', 'issn': ['2524-2210', '2524-2229'], 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.3844/amjbsp.2020.20.24', 'pdf_url': 'https://thescipub.com/pdf/amjbsp.2020.20.24.pdf', 'source': {'id': 'https://openalex.org/S4210180849', 'display_name': 'Current Research in Biostatistics', 'issn_l': '2524-2210', 'issn': ['2524-2210', '2524-2229'], 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 8, 'referenced_works': ['https://openalex.org/W1998643818', 'https://openalex.org/W2000720516', 'https://openalex.org/W2060899622', 'https://openalex.org/W2107846880', 'https://openalex.org/W2127337865', 'https://openalex.org/W2188405496', 'https://openalex.org/W2890199014', 'https://openalex.org/W4388317518'], 'related_works': ['https://openalex.org/W4289356671', 'https://openalex.org/W2950739872', 'https://openalex.org/W2389155397', 'https://openalex.org/W2374894797', 'https://openalex.org/W2355687852', 'https://openalex.org/W2353842888', 'https://openalex.org/W2312753042', 'https://openalex.org/W2165884543', 'https://openalex.org/W2100164856', 'https://openalex.org/W2091740012'], 'abstract_inverted_index': {'The': [0, 80, 108], 'Receiver': [1], 'Operating': [2], 'Characteristic': [3], '(ROC)': [4], 'curve': [5], 'and': [6, 36, 77, 93], 'the': [7, 10, 18, 27, 34, 56, 101, 105], 'area': [8], 'under': [9], 'ROC': [11, 35, 71, 82], '(AUC)': [12], 'are': [13, 85, 111], 'widely': [14, 89], 'used': [15, 61, 90], 'in': [16, 41, 62], 'determining': [17], 'diagnostic': [19], 'capability': [20], 'of': [21], 'a': [22, 42, 53, 63, 88, 94, 116], 'binary': [23], 'classification': [24], 'procedure.': [25], 'Since': [26], 'test': [28], 'performance': [29], 'is': [30], 'affected': [31], 'by': [32, 69], 'covariates,': [33], 'AUC': [37, 57], 'have': [38], 'been': [39], 'utilized': [40], 'Generalized': [43], 'Linear': [44], 'Regression': [45], '(GLM)': [46], 'setting.': [47], 'In': [48], 'this': [49], 'study,': [50], 'we': [51], 'revisit': [52], 'problem': [54], 'where': [55], 'regression': [58, 72, 83], 'model': [59, 92, 97], 'was': [60], 'clinical': [64], 'study': [65], 'with': [66, 74, 104], 'discrete': [67, 76], 'covariates': [68], 'considering': [70], 'models': [73, 84], 'both': [75], 'continuous': [78], 'covariates.': [79], 'two': [81, 109], 'based': [86, 98], 'upon': [87, 99], 'parametric': [91], 'recently': [95], 'published': [96], 'fitting': [100], 'placement': [102], 'values': [103], 'beta': [106], 'distribution.': [107], 'methods': [110], 'illustrated': [112], 'using': [113], 'data': [114], 'from': [115], 'clinic': [117], 'study.': [118]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W3037148099', 'counts_by_year': [{'year': 2022, 'cited_by_count': 1}], 'updated_date': '2024-12-15T19:38:16.787071', 'created_date': '2020-07-02'}