{"id":"https://openalex.org/A5079110230","orcid":"https://orcid.org/0000-0001-8833-5232","observed_orcids":["https://orcid.org/0000-0001-8833-5232"],"display_name":"Lynda Khalaf","raw_author_names":["Jean-Thomas Bernard, Lynda Khalaf, Maral Kichian, and Sebastien McMahon","Khalaf Lynda","Khalaf, Lynda","L. Khalaf","Lynda Khalaf","Lynda Khalaf B"],"full_name":"Khalaf, Lynda","works_count":174,"cited_by_count":1681,"summary_stats":{"2yr_mean_citedness":1.0,"h_index":21,"i10_index":38},"ids":{"openalex":"https://openalex.org/A5079110230","orcid":"https://orcid.org/0000-0001-8833-5232","observed_orcids":["https://orcid.org/0000-0001-8833-5232"]},"affiliations":[{"institution":{"id":"https://openalex.org/I43406934","ror":"https://ror.org/04sjchr03","display_name":"Universit\u00e9 Laval","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]},"years":[2021,2020,2019,2017,2016,2015,2014,2010,2009,2008,2007,2006,2005,2004,2003,2002,2000,1998]},{"institution":{"id":"https://openalex.org/I67031392","ror":"https://ror.org/02qtvee93","display_name":"Carleton University","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]},"years":[2026,2025,2024,2023,2022,2021,2020,2019,2018,2017,2016,2015,2014,2013,2012,2011,2010,2009,2008,2007]},{"institution":{"id":"https://openalex.org/I70931966","ror":"https://ror.org/0161xgx34","display_name":"Universit\u00e9 de Montr\u00e9al","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]},"years":[2020,2005,2004,2003,2002]}],"last_known_institutions":[{"id":"https://openalex.org/I67031392","ror":"https://ror.org/02qtvee93","display_name":"Carleton University","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"topics":[{"id":"https://openalex.org/T10282","display_name":"Financial Risk and Volatility Modeling","count":62,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10007","display_name":"Monetary Policy and Economic Impact","count":58,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10047","display_name":"Financial Markets and Investment Strategies","count":55,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","count":45,"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/T10067","display_name":"Stochastic processes and financial applications","count":28,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"topic_share":[{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","value":0.0002562,"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/T13370","display_name":"Diverse Scientific and Economic Studies","value":0.0002427,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10282","display_name":"Financial Risk and Volatility Modeling","value":0.0002372,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","value":0.0001862,"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/T10067","display_name":"Stochastic processes and financial applications","value":0.0001084,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"x_concepts":[{"id":"162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","score":0.8330197334289551},{"id":"149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","score":0.7934575080871582},{"id":"33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","score":0.787739098072052},{"id":"41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","score":0.7034000158309937},{"id":"105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","score":0.6845999956130981}],"counts_by_year":[{"year":1995,"works_count":1,"oa_works_count":1,"cited_by_count":20},{"year":1997,"works_count":2,"oa_works_count":1,"cited_by_count":1},{"year":1998,"works_count":5,"oa_works_count":2,"cited_by_count":138},{"year":1999,"works_count":1,"oa_works_count":0,"cited_by_count":3},{"year":2000,"works_count":10,"oa_works_count":2,"cited_by_count":14},{"year":2001,"works_count":5,"oa_works_count":1,"cited_by_count":6},{"year":2002,"works_count":7,"oa_works_count":2,"cited_by_count":193},{"year":2003,"works_count":10,"oa_works_count":3,"cited_by_count":182},{"year":2004,"works_count":7,"oa_works_count":0,"cited_by_count":109},{"year":2005,"works_count":10,"oa_works_count":1,"cited_by_count":20},{"year":2006,"works_count":7,"oa_works_count":1,"cited_by_count":136},{"year":2007,"works_count":10,"oa_works_count":1,"cited_by_count":139},{"year":2008,"works_count":6,"oa_works_count":1,"cited_by_count":83},{"year":2009,"works_count":6,"oa_works_count":0,"cited_by_count":48},{"year":2010,"works_count":8,"oa_works_count":2,"cited_by_count":90},{"year":2011,"works_count":8,"oa_works_count":4,"cited_by_count":13},{"year":2012,"works_count":4,"oa_works_count":2,"cited_by_count":56},{"year":2013,"works_count":2,"oa_works_count":0,"cited_by_count":55},{"year":2014,"works_count":8,"oa_works_count":3,"cited_by_count":104},{"year":2015,"works_count":7,"oa_works_count":2,"cited_by_count":60},{"year":2016,"works_count":6,"oa_works_count":4,"cited_by_count":34},{"year":2017,"works_count":4,"oa_works_count":3,"cited_by_count":47},{"year":2018,"works_count":1,"oa_works_count":0,"cited_by_count":2},{"year":2019,"works_count":1,"oa_works_count":1,"cited_by_count":15},{"year":2020,"works_count":7,"oa_works_count":4,"cited_by_count":46},{"year":2021,"works_count":14,"oa_works_count":11,"cited_by_count":48},{"year":2022,"works_count":2,"oa_works_count":0,"cited_by_count":5},{"year":2023,"works_count":1,"oa_works_count":0,"cited_by_count":5},{"year":2024,"works_count":2,"oa_works_count":1,"cited_by_count":6},{"year":2025,"works_count":3,"oa_works_count":1,"cited_by_count":2},{"year":2026,"works_count":3,"oa_works_count":1,"cited_by_count":0}],"display_name_alternatives":["Jean-Thomas Bernard, Lynda Khalaf, Maral Kichian, and Sebastien McMahon","Khalaf Lynda","Khalaf, Lynda","L. Khalaf","Lynda Khalaf","Lynda Khalaf B"],"block_key":"l khalaf","works_api_url":"https://api.openalex.org/works?filter=author.id:A5079110230","updated_date":"2026-10-13T12:33:52","created_date":"2016-06-24T00:00:00"}