{"id":"W4385422409","doi":"10.5539/ijsp.v12n4p64","title":"A Copula Based Investigation of Reliability for the Multivariate Exponential Family of Distributions","year":2023,"lang":"en","type":"article","venue":"International Journal of Statistics and Probability","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Copula (linguistics); Multivariate statistics; Exponential family; Mathematics; Exponential function; Reliability (semiconductor); Exponential distribution; Econometrics; Statistics; Applied mathematics; Mathematical analysis; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007284817,0.00110606,0.001337147,0.002799284,0.0006724586,0.00196352,0.001647726,0.001370519,0.002621316],"category_scores_gemma":[0.05204369,0.0005520791,0.001346415,0.001796352,0.001439949,0.003756581,0.001520804,0.002313646,0.000455822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007981616,"about_ca_system_score_gemma":0.0008329164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001805293,"about_ca_topic_score_gemma":0.0006262736,"domain_scores_codex":[0.9966508,0.001587453,0.0001163626,0.0003895006,0.0009685869,0.0002874637],"domain_scores_gemma":[0.9679337,0.02393298,0.00222848,0.001945502,0.003544468,0.0004149518],"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":[0.0001484553,0.0001169456,0.007810996,0.0004466457,0.0002371836,0.001362558,0.001063991,0.3506553,0.009047686,0.5849857,0.002057174,0.04206724],"study_design_scores_gemma":[0.000005714712,0.0001390546,0.003204147,0.00009974845,0.00005296267,0.0008334789,0.0002187246,0.8814617,0.001821075,0.1100127,0.002092598,0.00005823172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05607618,0.001681837,0.9342405,0.0004635456,0.00007793545,0.00004895599,0.00006505295,0.0001103177,0.007235644],"genre_scores_gemma":[0.9097735,0.002667362,0.0840812,0.000178932,0.0004093666,0.00007018594,0.000112336,0.0001561258,0.002551093],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007284817,"threshold_uncertainty_score":0.0385263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.090229076167724,"score_gpt":0.37892602980377,"score_spread":0.288696953636046,"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."}}