{"id":"W4283217532","doi":"10.1111/obes.12511","title":"Testing the Presence of Outliers in Regression Models*","year":2022,"lang":"en","type":"article","venue":"Oxford Bulletin of Economics and Statistics","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"British Academy; Robertson Foundation","keywords":"Outlier; Econometrics; Statistics; Regression analysis; Linear regression; Regression; Scaling; Simple linear regression; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07538104,0.002164003,0.00326171,0.004443812,0.001710139,0.004061597,0.005122613,0.003851986,0.005235496],"category_scores_gemma":[0.3436742,0.001280072,0.003402506,0.005444414,0.004990117,0.005640914,0.005224513,0.004177616,0.0007536807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106158,"about_ca_system_score_gemma":0.001666897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0034488,"about_ca_topic_score_gemma":0.002375831,"domain_scores_codex":[0.8659273,0.09781558,0.009842888,0.01028493,0.01288117,0.003248285],"domain_scores_gemma":[0.2975938,0.6156022,0.05031632,0.02401138,0.009879701,0.00259668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001841346,0.0008666412,0.8290038,0.0005920256,0.005895502,0.001797799,0.001539227,0.07059903,0.002320888,0.01867206,0.00525539,0.06161634],"study_design_scores_gemma":[0.0005213005,0.002404039,0.2730886,0.000247466,0.0009396836,0.001324148,0.002090116,0.6446224,0.00601063,0.06306849,0.005285122,0.0003979556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5869052,0.0008438294,0.4008482,0.002614166,0.0003596029,0.0003919433,0.001893464,0.00178466,0.004358804],"genre_scores_gemma":[0.9706103,0.00009881936,0.02682658,0.0002239005,0.0002383238,0.0002002011,0.001245939,0.00009707295,0.0004589345],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07538104,"threshold_uncertainty_score":0.3986578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04818734289392757,"score_gpt":0.2175785361223709,"score_spread":0.1693911932284433,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}