{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05203066,0.001144087,0.003432059,0.002953252,0.001747926,0.00353617,0.004227238,0.002459988,0.03734989],"category_scores_gemma":[0.2187194,0.001512104,0.003718388,0.007081875,0.002046868,0.004587029,0.003823995,0.004354091,0.01094777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009453453,"about_ca_system_score_gemma":0.002682635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510107,"about_ca_topic_score_gemma":0.00119775,"domain_scores_codex":[0.938489,0.04767752,0.002175397,0.006191759,0.004223835,0.001242479],"domain_scores_gemma":[0.8654107,0.05928052,0.003198738,0.06565633,0.005895352,0.0005583547],"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":[0.0006205152,0.0002815336,0.01219168,0.0004306726,0.0007015906,0.0003600308,0.001018624,0.01299126,0.0005510867,0.4720139,0.06237753,0.4364617],"study_design_scores_gemma":[0.0002599432,0.0001919897,0.004306235,0.0001450775,0.0003129301,0.0006171739,0.0002018469,0.08295003,0.001659669,0.8689098,0.0404014,0.00004391107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003727118,0.0001665666,0.9872365,0.0007109931,0.0002849945,0.0003410286,0.000949209,0.0008252563,0.00575837],"genre_scores_gemma":[0.2425981,0.0005362814,0.7086861,0.001588022,0.0007587078,0.003777516,0.005105213,0.001218511,0.03573155],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05203066,"threshold_uncertainty_score":0.2751678,"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."}}