{"id":"W2112231177","doi":"10.3982/ecta6822","title":"Unconditional Quantile Regressions","year":2009,"lang":"en","type":"article","venue":"Econometrica","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":2210,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Institute for Advanced Research","funders":"","keywords":"Quantile; Quantile regression; Econometrics; Mathematics; Statistics; Quantile function; Marginal distribution; Variable (mathematics); Distribution (mathematics); Random variable; Cumulative distribution function; Probability density function","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":[0.005450725,0.00113883,0.001615697,0.002019539,0.0004303441,0.001304441,0.003687443,0.0009108069,0.008655144],"category_scores_gemma":[0.02422841,0.0006001029,0.001622472,0.002350596,0.0008353955,0.001849142,0.002104215,0.002849395,0.002114235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008480012,"about_ca_system_score_gemma":0.001295975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005193836,"about_ca_topic_score_gemma":0.003758721,"domain_scores_codex":[0.9955419,0.001924265,0.00015179,0.0008347361,0.00116652,0.0003808935],"domain_scores_gemma":[0.9921104,0.003940714,0.0009927078,0.001501002,0.001248082,0.0002070431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003282418,0.0002183141,0.02386937,0.0004352705,0.0008456337,0.0002938062,0.000265088,0.3630572,0.006460086,0.2329619,0.01110691,0.3601581],"study_design_scores_gemma":[0.00004413995,0.0001317871,0.009241684,0.00006276711,0.0001988457,0.0001660726,0.00003128564,0.9223029,0.003809582,0.05346699,0.01046971,0.00007414346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009408512,0.0005133236,0.9858279,0.0001552923,0.00007608215,0.00004958112,0.0004051207,0.001212113,0.00235214],"genre_scores_gemma":[0.5679275,0.002079443,0.4126919,0.0005004217,0.0006482351,0.0004567145,0.00236232,0.001158591,0.0121749],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008655144,"threshold_uncertainty_score":0.02895427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1428703376059224,"score_gpt":0.4080761164386754,"score_spread":0.265205778832753,"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."}}