{"id":"W3126032755","doi":"","title":"On the Asymptotic Efficiency of GMM","year":2003,"lang":"en","type":"preprint","venue":"Toulouse Capitole Publications (University Toulouse 1 Capitole)","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Estimator; Mathematics; Moment (physics); Generalized method of moments; Applied mathematics; Countable set; Markov chain; Instrumental variable; Efficient estimator; Parametric statistics; Empirical likelihood; Statistics; Combinatorics; Minimum-variance unbiased estimator","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001104078,0.0006945794,0.001203901,0.001493879,0.000653584,0.0002372532,0.002449599,0.0007272004,0.003058567],"category_scores_gemma":[0.000506215,0.0007804834,0.0007416476,0.000874111,0.0004924609,0.000450519,0.0006912468,0.001256368,0.002339273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007078537,"about_ca_system_score_gemma":0.000281893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317231,"about_ca_topic_score_gemma":0.0001123846,"domain_scores_codex":[0.996197,0.0001870084,0.001142996,0.001390945,0.0001753774,0.000906646],"domain_scores_gemma":[0.9940652,0.0004581224,0.001698643,0.003263572,0.0001458468,0.0003685743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004795099,0.000811261,0.002203323,0.0001676094,0.000505517,0.000007893312,0.003241107,0.009911766,0.00001479575,0.8871384,0.09575779,0.0001926502],"study_design_scores_gemma":[0.005963987,0.0009464323,0.0383818,0.0005309151,0.0007440723,0.0001003732,0.005892677,0.06768399,0.0008067657,0.367189,0.504385,0.007374944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144292,0.001565406,0.002706454,0.01013936,0.00132857,0.001342241,0.002095754,0.0002720108,0.06612095],"genre_scores_gemma":[0.984201,0.000779013,0.0004871336,0.0007304967,0.0002059172,0.00003111886,0.0002031164,0.0001056321,0.01325656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5199493,"threshold_uncertainty_score":0.9994646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06316350644797004,"score_gpt":0.2015671002583946,"score_spread":0.1384035938104245,"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."}}