BOX AND COX POWER-TRANSFORMATION TO ADDITIVITY AND HOMOSCEDASTICITY IN REGRESSION
スポンサーリンク
概要
- 論文の詳細を見る
We describe a Box and Cox power-transformation to simultaneously provide additivity and homoscedasticity in regression. The two methods developed here are extensions of the power-additive transformation (PAT) discussed by Goto (1992, 1995) and Hamasaki and Goto (2005). The PAT aims to improve the additivity or linearity of some simple model represented by linear predicators. We then consider combinations of the PAT with the weighting and transform-both-sides methods. We discuss the procedures to find the maximum likelihood estimates of parameters and then consider the relationship between the methods. Also, we compare the performances of the methods through a simulation study.
- 日本計算機統計学会の論文
- 2010-12-01
著者
-
濱崎 俊光
大阪大学大学院医学系研究科
-
Hamasaki Toshimitsu
Department Of Biomedical Statistics Osaka University Graduate School Of Medicine
-
SUGIMOTO Tomoyuki
Department of Biomedical Statistics, Osaka University Graduate School of Medicine
-
GOTO Masashi
Biostatistical Research Association
-
Sugimoto Tomoyuki
Department Of Biomedical Statistics Osaka University Graduate School Of Medicine
-
Sugimoto Tomoyuki
Hirosaki Univ. Aomori Jpn
関連論文
- 統計的経験則のシミュレーション(一般講演IV,日本計算機統計学会第18回シンポジウム)
- 負値を含む観測値に対するベキ変換 : 指数型ベキ変換の特徴と性能について
- A COMPARISON OF METHODS FOR PARAMETER ESTIMATION OF THE SHIFTED POWER TRANSFORMATION
- 臨床試験における確率化の役割
- Properties of estimators of baseline hazard functions in a Semiparametric cure model
- ESTIMATION FROM PSEUDO PARTIAL LIKELIHOOD IN A SEMIPARAMETRIC CURE MODEL
- ASYMPTOTIC PROPERTIES OF ESTIMATES OF THE POWER-TRANSFORMATION MODEL TO BIVARIATE GROUPED DATA
- POWER-TRANSFORMATION MODEL TO ADDITIVITY IN REGRESSION
- DIAGNOSTIC METHODS IN THE APT MODEL FOR ORDERED CATEGORICAL DATA
- SIMULTANEOUS DIAGNOSTIC METHODS FOR THE DOUBLE POWER-NORMAL TRANSFORMATION MODEL
- STATISTICAL ISSUES IN THE DRUG EVALUATION PROSESS : SOME ISSUES IN APPLYING THE ICH GUIDELINES(Clinical and Medical Evaluation Process)
- 2変量ベキ正規分布の推測とその評価
- STATISTICAL INFERENCES OF GROUPED DATA COMBINED WITH UNGROUPED DATA FROM THE POWER-NORMAL DISTRIBUTION
- THE BIVARIATE POWER-NORMAL DISTRIBUTION
- ベキ変換とその変型
- Poisson 分布に従う変数の対数変換の妥当性
- INFERENCES BASED ON THE GROUPED OBSERVATIONS FROM THE BIVARIATE POWER-NORMAL DISTRIBUTION
- 級分け観測値に対するべキ正規分布のあてはめ
- ベキ変換の変換尺度の不変化調整
- 統計的経験則のシミュレーション(一般講演IV)
- 片頭痛治療薬における「前向きブリッジング」の経験 (特集 ブリッジング試験と機構相談)
- BOX AND COX POWER-TRANSFORMATION TO ADDITIVITY AND HOMOSCEDASTICITY IN REGRESSION
- Immunotherapy of ovarian cancer with cell wall skeleton of Mycobacterium bovis Bacillus Calmette-Guerin : Effect of lymphadenectomy
- Regional differences in population-based cancer survival between six prefectures in Japan : Application of relative survival models with funnel plots
- 医薬品開発における海外情報の利用 : ICH-E5ガイドラインの活用と適用上の問題(特別セッション)(日本計算機統計学会第15回シンポジウム報告)
- 医薬品の臨床評価過程における統計的諸問題 : ICHガイドラインの適用における問題点 (臨床および医療評価過程)
- 級分け観測値に基づく2変量ベキ正規分布の推測 (第11回日本計算機統計学会シンポジウム報告)
- UNDERLYING ASSUMPTIONS OF THE POWER-NORMAL DISTRIBUTION
- 相関をもつ二つの変数の比に対する解析
- SEMIPARAMETRIC TRANSFORMATION FOR THEORETICAL MODEL
- HIERARCHICAL CLUSTER ANALYSIS FOR MULTI-SAMPLE COMPARISONS BASED ON THE POWER-NORMAL DISTRIBUTION
- 計数データに対する変換の再考
- 級分けデータに基づく2変量ベキ正規分布の推測
- Association of low serum adiponectin levels with erosive esophagitis in men : an analysis of 2405 subjects undergoing physical check-ups
- A SIMPLE MODIFICATION OF THE BOX AND COX TRANSFORMATION TO SCALE STABILITY AND INVARIANCE
- Low Levels of Serum n-3 Polyunsaturated Fatty Acids Are Associated With Worse Heart Failure-Free Survival in Patients After Acute Myocardial Infarction
- Incidence, Predictors, and Subsequent Mortality Risk of Recurrent Myocardial Infarction in Patients Following Discharge for Acute Myocardial Infarction
- Elevated Serum Heart-Type Fatty Acid-Binding Protein in the Convalescent Stage Predicts Long-Term Outcome in Patients Surviving Acute Myocardial Infarction
- Impact on survival of whole-body computed tomography before emergency bleeding control in patients with severe blunt trauma
- 大阪大学における卒業試験の廃止と臨床実習の総括的評価を目的とした試験の導入
- Low Levels of Serum n-3 Polyunsaturated Fatty Acids Are Associated With Worse Heart Failure-Free Survival in Patients After Acute Myocardial Infarction
- 主要評価変数が複数ある臨床試験の統計的諸問題
- Incidence, Predictors, and Subsequent Mortality Risk of Recurrent Myocardial Infarction in Patients Following Discharge for Acute Myocardial Infarction
- Elevated Serum Heart-Type Fatty Acid-Binding Protein in the Convalescent Stage Predicts Long-Term Outcome in Patients Surviving Acute Myocardial Infarction
- Adiponectin negatively correlates with alcoholic and non-alcoholic liver dysfunction : Health check-up study of Japanese men