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Variance Estimation for a Complex Life Table Quantity: Disease-free Life Expectancy
Diabetes Life Expectancy Sullivan Method National Health and Nutrition Examination Survey (NHANES)
2016/3/17
Background: In the last decade, adult mortality in the United States has continued its long-run decline, while
diabetes prevalence has increased. It is unknown whether the additional person-years liv...
Variance estimation for Brier Score decomposition
Variance estimation Brier Score decomposition
2013/4/28
The Brier Score is a widely-used criterion to assess the quality of probabilistic predictions of binary events. The expectation value of the Brier Score can be decomposed into the sum of three compone...
Variance estimation and asymptotic confidence bands for the mean estimator of sampled functional data with high entropy unequal probability sampling designs
covariance function finite population Hajek approximation Horvitz-Thompso estimator Kullback-Leibler divergence rejective sampling unequal probability sampling without replacement
2012/11/23
For fixed size sampling designs with high entropy it is well known that the variance of the Horvitz-Thompson estimator can be approximated by the H\'ajek formula. The interest of this asymptotic varia...
Lossless Linear Compression of Data with Minimal Dimension in Linear Minimum Variance Estimation
LMV estimation lossless compression linear transformation singular value
2011/11/11
Consider a Linear Minimum Variance (LMV) estimation problem where the linear transformation of data is needed to compress dimension of observation data without loss of performance. A necessary and su±...
On minimum bias and variance estimation for parametric models with shrinking contamination
minimum bias and variance estimation parametric models shrinking contamination
2009/9/24
A close relationship is derived between optimal Mestimation
and optimal robust testing for shrinking contaminations.
Explicit formulas are given for solutions when the loss is defined as
convex com...
Sampling design variance estimation of small area estimators in the Spanish Labour Force Survey
Labour Force Survey small area estimation linear models mean squared error bootstrap jackknife unemployment totals calibrated weights
2009/2/23
The main goal of this paper is to investigate how to estimate sampling design variances of modelbased and model-assisted small area estimators in a complex survey sampling setup. For this purpose the ...
Noise variance estimation and optimal weight determination for GOCE gravity recovery-
GOCE gravity field modelling combination solutions weight estimation variance component estimation
2010/1/22
In the course of level 2 data processing for the GOCE (Gravity Field and Steady–State Ocean Circulation Explorer) satellite mission different streams of level 1b data will be merged in a single soluti...