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  • The maximum likelihood estimators of the fixed effects parameters need a suitable choice of a variance components starting value in the mixed linear regression models. The question is how to choose these starting values and what does happen if we change them with some small drift. The task is to find a set of admissible input variance components values, it means a set of input values which cause only a small increase of the standard deviation of the estimator of any linear combination of the fixed effects parameters. Such a set is called an insensitivity region for fixed effects parameters. This paper should show an explicit formulation of this set, its properties and possible utilization.
  • The maximum likelihood estimators of the fixed effects parameters need a suitable choice of a variance components starting value in the mixed linear regression models. The question is how to choose these starting values and what does happen if we change them with some small drift. The task is to find a set of admissible input variance components values, it means a set of input values which cause only a small increase of the standard deviation of the estimator of any linear combination of the fixed effects parameters. Such a set is called an insensitivity region for fixed effects parameters. This paper should show an explicit formulation of this set, its properties and possible utilization. (en)
Title
  • On the Insensitivity Region for Fixed Effects Parameters and Its Relative Position to the Confidence Region for Variance Components
  • On the Insensitivity Region for Fixed Effects Parameters and Its Relative Position to the Confidence Region for Variance Components (en)
skos:prefLabel
  • On the Insensitivity Region for Fixed Effects Parameters and Its Relative Position to the Confidence Region for Variance Components
  • On the Insensitivity Region for Fixed Effects Parameters and Its Relative Position to the Confidence Region for Variance Components (en)
skos:notation
  • RIV/00216275:25410/09:00009143!RIV10-MSM-25410___
http://linked.open...avai/riv/aktivita
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  • 2
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  • 331537
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  • RIV/00216275:25410/09:00009143
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  • mixed linear regression model; maximum likelihood estimator; fixed effects parameters; variance components; insensitivity region (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • SK - Slovenská republika
http://linked.open...ontrolniKodProRIV
  • [AC614F670443]
http://linked.open...i/riv/nazevZdroje
  • Journal of Applied Mathematics
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http://linked.open...v/svazekPeriodika
  • 3
http://linked.open...iv/tvurceVysledku
  • Boháčová, Hana
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  • 1337-6365
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  • 25410
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