{"id":"W3034346801","doi":"","title":"Nonparametric vs parametric binary choice models","year":2012,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nonparametric statistics; Estimator; Econometrics; Parametric statistics; Population; Probit; Parametric model; Discrete choice; Computer science; Probit model; Statistics; Mathematics; Environmental health","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":[0.01542514,0.001285644,0.002726671,0.001474026,0.0005860318,0.003034191,0.004473648,0.003104421,0.01339694],"category_scores_gemma":[0.04190388,0.0008445156,0.001893785,0.002513656,0.002587888,0.003364581,0.002019976,0.003543118,0.001544499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456296,"about_ca_system_score_gemma":0.001069202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006346158,"about_ca_topic_score_gemma":0.00400723,"domain_scores_codex":[0.988601,0.008701078,0.0002843628,0.001071565,0.0005810119,0.0007608911],"domain_scores_gemma":[0.9399182,0.05213599,0.003452559,0.002781026,0.001079032,0.0006333329],"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":[0.001043869,0.0004927634,0.01531516,0.0006381369,0.0004954148,0.0006147532,0.000774887,0.2992888,0.000272012,0.6268842,0.005239887,0.04894009],"study_design_scores_gemma":[0.000183841,0.0001414149,0.00241476,0.0000939681,0.00007676222,0.0001353052,0.000165372,0.668408,0.0001062134,0.3244705,0.00374854,0.00005527757],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1249304,0.002738477,0.8516092,0.004238378,0.000392564,0.0006045762,0.005475889,0.0005280693,0.009482491],"genre_scores_gemma":[0.875443,0.0020347,0.1001306,0.0007633102,0.0005615231,0.001506555,0.003047128,0.00008510855,0.01642812],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01542514,"threshold_uncertainty_score":0.08157694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1383629504909747,"score_gpt":0.2972759872136918,"score_spread":0.1589130367227171,"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."}}