{"id":"W4307170857","doi":"10.1016/j.jeconom.2022.09.002","title":"Semiparametric partially linear varying coefficient modal regression","year":2022,"lang":"en","type":"article","venue":"Journal of Econometrics","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Canadian Electricity Association; National Sleep Foundation; National Science Foundation","keywords":"Mathematics; Applied mathematics; Estimator; Semiparametric regression; Asymptotic distribution; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004345366,0.0008374358,0.001428584,0.0008353409,0.0003893143,0.002003191,0.001798377,0.00109196,0.006735576],"category_scores_gemma":[0.02590288,0.0009347234,0.001187423,0.001134468,0.00124539,0.003605047,0.002209928,0.002009593,0.001022299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005956301,"about_ca_system_score_gemma":0.0008489342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577141,"about_ca_topic_score_gemma":0.003229963,"domain_scores_codex":[0.9977087,0.00133293,0.00008061448,0.0004421956,0.0002571921,0.0001784582],"domain_scores_gemma":[0.9787183,0.01521541,0.001788549,0.002963652,0.001029155,0.0002849684],"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":[0.000547433,0.0001745471,0.00789097,0.0002788634,0.0004975939,0.0002925989,0.0003253228,0.4052423,0.002218602,0.4922438,0.005480305,0.08480775],"study_design_scores_gemma":[0.00001737813,0.0000317695,0.0009603446,0.00001868096,0.00004322445,0.00006772771,0.00002731571,0.8988669,0.0003965436,0.09857117,0.0009782271,0.00002062738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02940076,0.0001806813,0.9680409,0.0002815085,0.0000216227,0.00001847003,0.00041674,0.0003503877,0.001288977],"genre_scores_gemma":[0.8491685,0.0004925338,0.1373972,0.0002209562,0.0001848262,0.0001314504,0.001376903,0.0003228637,0.01070485],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006735576,"threshold_uncertainty_score":0.02298081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3093833717378423,"score_gpt":0.3762250700342183,"score_spread":0.06684169829637604,"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."}}