{"id":"W2128319917","doi":"10.1080/03610926.2012.675114","title":"Bias Reduction for the Maximum Likelihood Estimator of the Parameters of the Generalized Rayleigh Family of Distributions","year":2014,"lang":"en","type":"article","venue":"Communication in Statistics- Theory and Methods","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Estimator; Mathematics; Statistics; Rayleigh distribution; Maximum likelihood; Mean squared error; Reduction (mathematics); Rayleigh scattering; Distribution (mathematics); Applied mathematics; Probability density function; Mathematical analysis; Physics","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":[0.008259,0.001273254,0.0009549418,0.001654637,0.0004285719,0.001369218,0.00125471,0.001137036,0.003936295],"category_scores_gemma":[0.06267778,0.0004417881,0.001055135,0.001164418,0.002133949,0.001984372,0.001878914,0.002276702,0.002347981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012797,"about_ca_system_score_gemma":0.001108307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081416,"about_ca_topic_score_gemma":0.00091741,"domain_scores_codex":[0.9957392,0.002521144,0.000132155,0.000305102,0.001138579,0.0001637913],"domain_scores_gemma":[0.9796507,0.01583054,0.0009747755,0.00147134,0.001943847,0.0001287103],"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":[0.0001662104,0.00006127558,0.001366692,0.0006482217,0.0001516044,0.0003610169,0.0004787123,0.2716755,0.01276375,0.5191918,0.007745195,0.1853901],"study_design_scores_gemma":[0.00002540767,0.00005210195,0.0007040112,0.0001626455,0.00005887225,0.0004185643,0.00005321887,0.7456375,0.006900587,0.2381784,0.007741986,0.0000666862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002268623,0.000527961,0.9955712,0.0001759451,0.00005242319,0.00001729439,0.0000178773,0.000119067,0.001249589],"genre_scores_gemma":[0.1835804,0.003615985,0.803265,0.0006976746,0.0005482308,0.0004232584,0.0001795696,0.0007439205,0.006945992],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008259,"threshold_uncertainty_score":0.04367828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143552905894697,"score_gpt":0.4362498301386856,"score_spread":0.3218945395492158,"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."}}