{"id":"W1970218682","doi":"10.1017/s0266466602185070","title":"ASYMPTOTIC THEORY FOR SOME HIGH BREAKDOWN POINT ESTIMATORS","year":2002,"lang":"en","type":"article","venue":"Econometric Theory","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Estimator; Outlier; Applied mathematics; Limit (mathematics); M-estimator; Least absolute deviations; Asymptotic analysis; Statistics; Mathematical analysis","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":[0.01068761,0.0009130382,0.001081305,0.002970548,0.0007602499,0.002445936,0.001814997,0.001795232,0.007948169],"category_scores_gemma":[0.06532924,0.000640353,0.001079693,0.002431513,0.002783995,0.004072899,0.002258217,0.004532309,0.002658903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732836,"about_ca_system_score_gemma":0.0009335308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179163,"about_ca_topic_score_gemma":0.0006929609,"domain_scores_codex":[0.9962613,0.0014192,0.0001824812,0.0004865169,0.001422835,0.0002276596],"domain_scores_gemma":[0.9705439,0.02151978,0.001792484,0.001918448,0.003835219,0.0003900312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001908381,0.00002508373,0.0009425065,0.0001065458,0.00003213209,0.0001124902,0.0001901605,0.02316129,0.0008425356,0.9398489,0.002856178,0.031863],"study_design_scores_gemma":[0.00001379027,0.00003412473,0.0008572719,0.00008380256,0.00002116845,0.0002665526,0.00005586672,0.1971487,0.0005772266,0.7938825,0.00703086,0.00002803286],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004335284,0.0009383282,0.9871006,0.0004044972,0.00006455474,0.00002323762,0.00007421141,0.0001753115,0.006883948],"genre_scores_gemma":[0.5367966,0.007013891,0.4212903,0.001574491,0.001638138,0.001089223,0.0009626205,0.0007033715,0.02893143],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01068761,"threshold_uncertainty_score":0.05652213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08309088030263817,"score_gpt":0.3505299087278705,"score_spread":0.2674390284252323,"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."}}