Modified best linear unbiased estimator of the shape parameter of log-logistic distribution
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2020.1815022
Abstract: ABSTRACT In statistical parameter estimation problems, how well the parameters are estimated largely depends on the sampling design used. In this article, a modified best linear unbiased estimator of the shape parameter β from log-logistic… read more here.
Keywords: modified best; linear unbiased; estimator shape; unbiased estimator ... See more keywords
Conservative Linear Unbiased Estimation Under Partially Known Covariances
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2022.3179841
Abstract: Mean square error optimal estimation requires the full correlation structure to be available. Unfortunately, it is not always possible to maintain full knowledge about the correlations. One example is decentralized data fusion where the cross-correlations… read more here.
Keywords: estimation; unbiased estimator; conservative linear; linear unbiased ... See more keywords
Confidence intervals for linear unbiased estimators under constrained dependence
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DOI: 10.1214/18-ejs1448
Abstract: www.stat.wisc.edu UW-Department of Statistics (608) 262-2598 We develop a general framework for conducting inference with linear unbiased estimators given constraints on observations' independence relations, in the form of a dependency graph. We establish the consistency… read more here.
Keywords: unbiased estimators; linear unbiased; dependency graph; intervals linear ... See more keywords
Intercontinental variations of the import trade pattern of Norway: applications to best linear unbiased estimable functions of hierarchical econometric model
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DOI: 10.1504/gber.2017.10007935
Abstract: This paper's main purpose is an analysis of the intercontinental variations of Norwegian import expenditures based on yearly import data from 1988 to 2014. We apply the best linear unbiased estimable (BLUE) functions of the… read more here.
Keywords: unbiased estimable; linear unbiased; best linear; econometric model ... See more keywords
Prediction of Complex Traits: Robust Alternatives to Best Linear Unbiased Prediction
Sign Up to like & getrecommendations! Published in 2018 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2018.00195
Abstract: A widely used method for prediction of complex traits in animal and plant breeding is “genomic best linear unbiased prediction” (GBLUP). In a quantitative genetics setting, BLUP is a linear regression of phenotypes on a… read more here.
Keywords: prediction complex; unbiased prediction; linear unbiased; best linear ... See more keywords