{"id":"W1995436618","doi":"10.1007/bf02926010","title":"Imputation by power transformation","year":2003,"lang":"en","type":"article","venue":"Statistical Papers","topic":"Survey Sampling and Estimation Techniques","field":"Mathematics","cited_by":110,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Imputation (statistics); Estimator; Mean squared error; Statistics; Population mean; Mathematics; Econometrics; Missing data","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004046882,0.00008982679,0.0001063771,0.00003066248,0.00008404861,0.00002637385,0.00003914064,0.00005748694,0.0007879881],"category_scores_gemma":[0.001251409,0.00008125253,0.0000250443,0.00007940989,0.00004208368,0.00007557609,0.000002017466,0.00008086848,0.00005031871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003263979,"about_ca_system_score_gemma":0.00001830557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007902128,"about_ca_topic_score_gemma":0.000002059329,"domain_scores_codex":[0.9992285,0.0001004664,0.0002242607,0.0001169728,0.0001772232,0.0001525242],"domain_scores_gemma":[0.9990957,0.0006630918,0.00004035489,0.00009330513,0.0000411926,0.0000663824],"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":[0.000009844766,0.00005417182,0.00005534008,0.00003169173,0.00001147094,8.906965e-7,0.0004723515,0.000003932321,0.0009930589,0.9669734,0.02247981,0.008914012],"study_design_scores_gemma":[0.0004525382,0.0001337157,0.000572064,0.00002136986,0.00002776492,0.000009055773,0.0003392585,0.000480069,0.003674764,0.9702014,0.0237881,0.0002998981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005987993,0.00001125548,0.9076915,0.0001083748,0.00007253298,0.0001456377,0.00008466328,0.00023981,0.08565822],"genre_scores_gemma":[0.8523476,0.000003911035,0.1472603,0.0001140537,0.000003973832,0.00001723122,0.00006814477,0.00001478918,0.000170013],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8463596,"threshold_uncertainty_score":0.8627917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0340552416612756,"score_gpt":0.3409253376143045,"score_spread":0.3068700959530289,"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."}}