{"id":"W3025512758","doi":"10.1007/978-3-030-44246-0_7","title":"Regression Analysis and Estimating Equations","year":2020,"lang":"en","type":"book-chapter","venue":"ICSA book series in statistics","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Regression analysis; Statistics; Mathematics; Applied mathematics; Econometrics","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":[0.001598847,0.00165056,0.002078419,0.001907062,0.0004243703,0.002383803,0.001080185,0.001717308,0.02911269],"category_scores_gemma":[0.006178415,0.001041488,0.001018702,0.003799405,0.001314811,0.002498093,0.0008128494,0.003376593,0.02321965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009464754,"about_ca_system_score_gemma":0.001254718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582245,"about_ca_topic_score_gemma":0.003732709,"domain_scores_codex":[0.9987335,0.0005872645,0.00005693189,0.0001901703,0.0003998497,0.00003244348],"domain_scores_gemma":[0.997243,0.002183227,0.00008130104,0.0002181051,0.000253702,0.00002058987],"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":[0.00001490504,0.0000517588,0.0002794547,0.0006066856,0.00007451306,0.00007454774,0.0001697967,0.008541727,0.0004489652,0.4690727,0.2247227,0.2959423],"study_design_scores_gemma":[0.000007657206,0.00002359854,0.0006818749,0.0003149889,0.00004643349,0.0001869871,0.00005360797,0.01497123,0.0003815799,0.5012487,0.4820489,0.00003436074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0010074,0.1075149,0.7073488,0.005826644,0.003388301,0.00008096022,0.00116848,0.001433469,0.172231],"genre_scores_gemma":[0.02800014,0.1286057,0.3053847,0.004078469,0.007111426,0.0005627477,0.002785383,0.001937071,0.5215343],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02911269,"threshold_uncertainty_score":0.09739166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07434739647276818,"score_gpt":0.3781793320178126,"score_spread":0.3038319355450445,"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."}}