{"id":"W3118893415","doi":"10.22215/etd/2015-11155","title":"Four Essays on Dynamic Panel Models","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Spatial and Panel Data Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"McGill University","keywords":"Mathematics; Inference; Confidence interval; Parametric statistics; Classification of discontinuities; Nuisance parameter; Monte Carlo method; Applied mathematics; Statistics; Econometrics; Computer science; Estimator","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":[0.007029111,0.0008994806,0.0008292798,0.00193965,0.001182882,0.004010878,0.001505835,0.002778167,0.01343762],"category_scores_gemma":[0.02470187,0.0006951804,0.001399438,0.003044362,0.004188208,0.004824165,0.001838747,0.005760861,0.003419857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002690519,"about_ca_system_score_gemma":0.001858865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003432899,"about_ca_topic_score_gemma":0.002019865,"domain_scores_codex":[0.9967346,0.001532833,0.0001969777,0.0004671769,0.0009045167,0.0001639186],"domain_scores_gemma":[0.9821036,0.014058,0.0005562058,0.001515989,0.00150303,0.0002631383],"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":[0.0000149383,0.00002798789,0.0006478055,0.0001223306,0.00004942855,0.00006622538,0.0003447933,0.006176692,0.00006208426,0.8859825,0.06448107,0.04202416],"study_design_scores_gemma":[0.000009276369,0.000008653448,0.0004932914,0.0002656463,0.0000179418,0.00005132294,0.00009658154,0.003783184,0.00005960285,0.7988557,0.1963354,0.00002334431],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006314826,0.06455092,0.5185241,0.1646214,0.01285772,0.0001368251,0.002136593,0.0004758807,0.2303818],"genre_scores_gemma":[0.3127452,0.1900401,0.2020971,0.04257074,0.03731292,0.0009250541,0.003000595,0.001151101,0.2101572],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01343762,"threshold_uncertainty_score":0.04495335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251628167857355,"score_gpt":0.2631100526432735,"score_spread":0.137947235857538,"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."}}