{"id":"W2150307737","doi":"10.1017/s0266466613000340","title":"ON THE ASYMPTOTIC EFFICIENCY OF GMM","year":2013,"lang":"en","type":"article","venue":"Econometric Theory","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Mathematics; Estimator; Generalized method of moments; Moment (physics); Applied mathematics; Efficient estimator; Kernel (algebra); Minimum-variance unbiased estimator; Hilbert space; Consistent estimator; Empirical likelihood; Statistics; Combinatorics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001475767,0.0001887172,0.0004401847,0.0008213855,0.0001148796,0.00006256904,0.0005489364,0.00008577069,0.02769595],"category_scores_gemma":[0.0007702183,0.0001560731,0.0002079587,0.0006537596,0.0001569717,0.0002544717,0.00006386477,0.0001736742,0.015052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008425202,"about_ca_system_score_gemma":0.0000102478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002034913,"about_ca_topic_score_gemma":8.267132e-7,"domain_scores_codex":[0.9984013,0.00004671874,0.0007685185,0.0003553753,0.00002465224,0.0004033916],"domain_scores_gemma":[0.9975469,0.001179125,0.0004699569,0.0006911517,0.00001000283,0.0001029383],"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":[0.000009979707,0.00009994872,0.003829524,0.00001137193,0.00007272675,2.504644e-7,0.0002599634,0.0007789625,0.000002739898,0.989501,0.003588047,0.001845462],"study_design_scores_gemma":[0.0004711799,0.0002462665,0.06190794,0.00001048038,0.000007265915,0.000004073476,0.000155658,0.00637721,0.0002060007,0.9248578,0.005399578,0.0003565241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8218324,0.001414438,0.0006193059,0.0007753023,0.0003563926,0.0003146642,0.00006086809,0.00002355596,0.1746031],"genre_scores_gemma":[0.9958082,0.00007339249,0.00005688061,0.0008438802,0.00009734471,0.00004171592,0.000003263571,0.000024475,0.003050892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1739758,"threshold_uncertainty_score":0.9857149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04039133649830493,"score_gpt":0.1873689091264899,"score_spread":0.1469775726281849,"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."}}