Publication Information

{'id': 'https://openalex.org/W2924932104', 'doi': None, 'title': 'Differentially Private Nonparametric Hypothesis Testing', 'display_name': 'Differentially Private Nonparametric Hypothesis Testing', 'publication_year': 2019, 'publication_date': '2019-03-22', 'ids': {'openalex': 'https://openalex.org/W2924932104', 'mag': '2924932104'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://arxiv.org/pdf/1903.09364.pdf', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4306400194', 'display_name': 'arXiv (Cornell University)', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I205783295', 'host_organization_name': 'Cornell University', 'host_organization_lineage': ['https://openalex.org/I205783295'], 'host_organization_lineage_names': ['Cornell University'], 'type': 'repository'}, 'license': None, 'license_id': None, 'version': 'submittedVersion', 'is_accepted': False, 'is_published': False}, 'type': 'preprint', 'type_crossref': 'posted-content', 'indexed_in': [], 'open_access': {'is_oa': False, 'oa_status': 'closed', 'oa_url': None, 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5034248289', 'display_name': 'Simon Couch', 'orcid': 'https://orcid.org/0000-0001-5676-5107'}, 'institutions': [{'id': 'https://openalex.org/I55486353', 'display_name': 'Reed College', 'ror': 'https://ror.org/00a6ram87', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I55486353']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Simon Couch', 'raw_affiliation_strings': [' Reed College'], 'affiliations': [{'raw_affiliation_string': ' Reed College', 'institution_ids': ['https://openalex.org/I55486353']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5077131032', 'display_name': 'Zeki Kazan', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I55486353', 'display_name': 'Reed College', 'ror': 'https://ror.org/00a6ram87', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I55486353']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Zeki Kazan', 'raw_affiliation_strings': [' Reed College'], 'affiliations': [{'raw_affiliation_string': ' Reed College', 'institution_ids': ['https://openalex.org/I55486353']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5014880762', 'display_name': 'Kaiyan Shi', 'orcid': 'https://orcid.org/0000-0002-0845-1506'}, 'institutions': [{'id': 'https://openalex.org/I55486353', 'display_name': 'Reed College', 'ror': 'https://ror.org/00a6ram87', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I55486353']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Kaiyan Shi', 'raw_affiliation_strings': [' Reed College'], 'affiliations': [{'raw_affiliation_string': ' Reed College', 'institution_ids': ['https://openalex.org/I55486353']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5055530824', 'display_name': 'Andrew Bray', 'orcid': 'https://orcid.org/0000-0002-4037-7414'}, 'institutions': [{'id': 'https://openalex.org/I55486353', 'display_name': 'Reed College', 'ror': 'https://ror.org/00a6ram87', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I55486353']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Andrew Bray', 'raw_affiliation_strings': [' Reed College'], 'affiliations': [{'raw_affiliation_string': ' Reed College', 'institution_ids': ['https://openalex.org/I55486353']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5035309140', 'display_name': 'Adam Groce', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I55486353', 'display_name': 'Reed College', 'ror': 'https://ror.org/00a6ram87', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I55486353']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Adam Groce', 'raw_affiliation_strings': [' Reed College'], 'affiliations': [{'raw_affiliation_string': ' Reed College', 'institution_ids': ['https://openalex.org/I55486353']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 1, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': None, 'has_fulltext': False, 'cited_by_count': 4, 'citation_normalized_percentile': {'value': 0.59808, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 77, 'max': 79}, 'biblio': {'volume': None, 'issue': None, 'first_page': None, 'last_page': None}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10764', 'display_name': 'Privacy-Preserving Technologies in Data', 'score': 0.9995, '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'}}, 'topics': [{'id': 'https://openalex.org/T10764', 'display_name': 'Privacy-Preserving Technologies in Data', 'score': 0.9995, '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/T10243', 'display_name': 'Statistical Methods and Bayesian Inference', 'score': 0.9862, '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/T11704', 'display_name': 'Mobile Crowdsensing and Crowdsourcing', 'score': 0.9854, 'subfield': {'id': 'https://openalex.org/subfields/1706', 'display_name': 'Computer Science Applications'}, '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/categorical-variable', 'display_name': 'Categorical variable', 'score': 0.6538495}, {'id': 'https://openalex.org/keywords/semiparametric-regression', 'display_name': 'Semiparametric regression', 'score': 0.49339047}, {'id': 'https://openalex.org/keywords/goldfeld–quandt-test', 'display_name': 'Goldfeld–Quandt test', 'score': 0.47994378}], 'concepts': [{'id': 'https://openalex.org/C102366305', 'wikidata': 'https://www.wikidata.org/wiki/Q1097688', 'display_name': 'Nonparametric statistics', 'level': 2, 'score': 0.9514344}, {'id': 'https://openalex.org/C206041023', 'wikidata': 'https://www.wikidata.org/wiki/Q1751970', 'display_name': 'Wilcoxon signed-rank test', 'level': 3, 'score': 0.8218056}, {'id': 'https://openalex.org/C87007009', 'wikidata': 'https://www.wikidata.org/wiki/Q210832', 'display_name': 'Statistical hypothesis testing', 'level': 2, 'score': 0.6814813}, {'id': 'https://openalex.org/C2776157432', 'wikidata': 'https://www.wikidata.org/wiki/Q1375683', 'display_name': 'Normality', 'level': 2, 'score': 0.65665007}, {'id': 'https://openalex.org/C5274069', 'wikidata': 'https://www.wikidata.org/wiki/Q2285707', 'display_name': 'Categorical variable', 'level': 2, 'score': 0.6538495}, {'id': 'https://openalex.org/C117251300', 'wikidata': 'https://www.wikidata.org/wiki/Q1849855', 'display_name': 'Parametric statistics', 'level': 2, 'score': 0.64219254}, {'id': 'https://openalex.org/C149782125', 'wikidata': 'https://www.wikidata.org/wiki/Q160039', 'display_name': 'Econometrics', 'level': 1, 'score': 0.57041544}, {'id': 'https://openalex.org/C105795698', 'wikidata': 'https://www.wikidata.org/wiki/Q12483', 'display_name': 'Statistics', 'level': 1, 'score': 0.5339412}, {'id': 'https://openalex.org/C19539793', 'wikidata': 'https://www.wikidata.org/wiki/Q7449609', 'display_name': 'Semiparametric regression', 'level': 3, 'score': 0.49339047}, {'id': 'https://openalex.org/C122379554', 'wikidata': 'https://www.wikidata.org/wiki/Q3519047', 'display_name': 'Goldfeld–Quandt test', 'level': 5, 'score': 0.47994378}, {'id': 'https://openalex.org/C12868164', 'wikidata': 'https://www.wikidata.org/wiki/Q1424533', 'display_name': 'Mann–Whitney U test', 'level': 2, 'score': 0.45916566}, {'id': 'https://openalex.org/C97600891', 'wikidata': 'https://www.wikidata.org/wiki/Q1790302', 'display_name': 'Kruskal–Wallis one-way analysis of variance', 'level': 3, 'score': 0.43444794}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.41060442}, {'id': 'https://openalex.org/C169857963', 'wikidata': 'https://www.wikidata.org/wiki/Q1461038', 'display_name': 'Test statistic', 'level': 3, 'score': 0.14594832}, {'id': 'https://openalex.org/C117661179', 'wikidata': 'https://www.wikidata.org/wiki/Q897827', 'display_name': 'Z-test', 'level': 4, 'score': 0.11734414}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': False, 'landing_page_url': 'https://arxiv.org/pdf/1903.09364.pdf', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S4306400194', 'display_name': 'arXiv (Cornell University)', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I205783295', 'host_organization_name': 'Cornell University', 'host_organization_lineage': ['https://openalex.org/I205783295'], 'host_organization_lineage_names': ['Cornell University'], 'type': 'repository'}, 'license': None, 'license_id': None, 'version': 'submittedVersion', 'is_accepted': False, 'is_published': False}], 'best_oa_location': None, 'sustainable_development_goals': [], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 33, 'referenced_works': ['https://openalex.org/W1557833142', 'https://openalex.org/W1578588790', 'https://openalex.org/W1761242624', 'https://openalex.org/W1857789879', 'https://openalex.org/W1873763122', 'https://openalex.org/W1972978214', 'https://openalex.org/W1974475152', 'https://openalex.org/W1992735538', 'https://openalex.org/W1996666156', 'https://openalex.org/W2031415694', 'https://openalex.org/W2040228409', 'https://openalex.org/W2041282815', 'https://openalex.org/W2050058698', 'https://openalex.org/W2074006684', 'https://openalex.org/W2101771965', 'https://openalex.org/W2111200183', 'https://openalex.org/W2123521743', 'https://openalex.org/W2127555295', 'https://openalex.org/W2135930857', 'https://openalex.org/W2159024459', 'https://openalex.org/W2510529953', 'https://openalex.org/W2604717368', 'https://openalex.org/W2606014625', 'https://openalex.org/W2620437388', 'https://openalex.org/W2680102885', 'https://openalex.org/W2752864660', 'https://openalex.org/W2767970698', 'https://openalex.org/W2804638482', 'https://openalex.org/W2952957879', 'https://openalex.org/W2962684583', 'https://openalex.org/W2963340246', 'https://openalex.org/W2963620978', 'https://openalex.org/W2963681961'], 'related_works': ['https://openalex.org/W934428667', 'https://openalex.org/W3211312180', 'https://openalex.org/W3113629076', 'https://openalex.org/W3113547675', 'https://openalex.org/W2985158452', 'https://openalex.org/W2913888349', 'https://openalex.org/W2592359670', 'https://openalex.org/W2547337536', 'https://openalex.org/W2490354844', 'https://openalex.org/W2411488064', 'https://openalex.org/W2383987671', 'https://openalex.org/W2290695545', 'https://openalex.org/W2265281467', 'https://openalex.org/W2252295182', 'https://openalex.org/W2160314887', 'https://openalex.org/W2068010140', 'https://openalex.org/W1998621571', 'https://openalex.org/W1983718821', 'https://openalex.org/W1561345683', 'https://openalex.org/W1539179874'], 'abstract_inverted_index': {'Hypothesis': [0], 'tests': [1, 25, 75, 89, 108, 121], 'are': [2, 11, 122], 'a': [3, 29, 32], 'crucial': [4], 'statistical': [5, 113], 'tool': [6], 'for': [7, 82], 'data': [8, 53], 'mining': [9], 'and': [10, 31, 63, 96], 'the': [12, 52, 60, 70, 83, 117], 'workhorse': [13], 'of': [14, 26, 59, 119], 'scientific': [15], 'research': [16], 'in': [17, 102, 112], 'many': [18], 'fields.': [19], 'Here': [20], 'we': [21], 'study': [22], 'differentially': [23], 'private': [24, 57, 84], 'independence': [27], 'between': [28], 'categorical': [30], 'continuous': [33], 'variable.': [34], 'We': [35, 55, 86, 99], 'take': [36], 'as': [37, 67, 69], 'our': [38, 88, 105], 'starting': [39], 'point': [40], 'traditional': [41], 'nonparametric': [42, 97, 107], 'tests,': [43, 66], 'which': [44], 'require': [45], 'no': [46], 'distributional': [47], 'assumption': [48], '(e.g.,': [49], 'normality)': [50], 'about': [51], 'distribution.': [54], 'present': [56], 'analogues': [58], 'Kruskal-Wallis,': [61], 'Mann-Whitney,': [62], 'Wilcoxon': [64], 'signed-rank': [65], 'well': [68], 'parametric': [71, 95, 120], 'one-sample': [72], 't-test.': [73], 'These': [74], 'use': [76], 'novel': [77], 'test': [78], 'statistics': [79], 'developed': [80], 'specifically': [81], 'setting.': [85], 'compare': [87], 'to': [90], 'prior': [91], 'work,': [92], 'both': [93], 'on': [94], 'tests.': [98], 'find': [100], 'that': [101], 'all': [103], 'cases': [104], 'new': [106], 'achieve': [109], 'large': [110], 'improvements': [111], 'power,': [114], 'even': [115], 'when': [116], 'assumptions': [118], 'met.': [123]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2924932104', 'counts_by_year': [{'year': 2020, 'cited_by_count': 1}, {'year': 2019, 'cited_by_count': 1}, {'year': 2018, 'cited_by_count': 1}], 'updated_date': '2024-12-07T19:59:03.127764', 'created_date': '2019-04-01'}