A Simple Numerical Method for Calculating the Measures of Mean Prediction Error and Mean Squared Prediction Error in Bayesian Pharmacokinetic Estimation.
نویسندگان
چکیده
منابع مشابه
Nonnegative mean squared prediction error estimation in small area estimation
Small area estimation has received enormous attention in recent years due to its wide range of application, particularly in policy making decisions. The variance based on direct sample size of small area estimator is unduly large and there is a need of constructing model based estimator with low mean squared prediction error (MSPE). Estimation of MSPE and in particular the bias correction of MS...
متن کاملNonparametric estimation of mean-squared prediction error in nested-error regression models
Nested-error regression models are widely used for analyzing clustered data. For example, they are often applied to two-stage sample surveys, and in biology and econometrics. Prediction is usually the main goal of such analyses, and mean-squared prediction error is the main way in which prediction performance is measured. In this paper we suggest a new approach to estimating mean-squared predic...
متن کاملNonparametric Estimation of Mean-squared Prediction Error in Nested-error Regression Models by Peter Hall
Nested-error regression models are widely used for analyzing clustered data. For example, they are often applied to two-stage sample surveys, and in biology and econometrics. Prediction is usually the main goal of such analyses, and mean-squared prediction error is the main way in which prediction performance is measured. In this paper we suggest a new approach to estimating mean-squared predic...
متن کاملRoot Mean Squared Error
• Predictive Accuracy Measures. These measures evaluate how close the recommender system came to predicting actual rating/utility values. • Classification Accuracy Measures. These measures evaluate the frequency with which a recommender system makes correct/incorrect decisions regarding items. • Rank Accuracy Measures. These measures evaluate the correctness of the ordering of items performed b...
متن کاملMean-Squared Error Beamforming for Signal Estimation: A Competitive Approach
Beamforming is a classical method of processing temporal sensor array measurements for signal estimation, interference cancellation, source direction, and spectrum estimation. It has ubiquitously been applied in areas such as radar, sonar, wireless communications, speech processing, and medical imaging (see, for example, [1, 2, 3, 4, 5, 6, 7, 8] and the references therein.) Conventional approac...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Rinsho yakuri/Japanese Journal of Clinical Pharmacology and Therapeutics
سال: 1998
ISSN: 1882-8272,0388-1601
DOI: 10.3999/jscpt.29.525