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Robust estimation of model with the fixed and random effects
Robustified estimation of the regression model is recalled, generalized for fixed and random effects and finally, the properties of this generalization are discussed. Patterns of the results of numerical study are ...
BB - Aplikovaná statistika, operační výzkum
- 2012 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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An interesting design of experiment
The article is devoted to searching the design of experiment in practical task, which is desribed by a model with fixed and random effects....
BB - Aplikovaná statistika, operační výzkum
- 2012 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Econometric models with panel data
Basic themes of document: panel data; random/fixes effects model; short time series Hausman test...
BB - Aplikovaná statistika, operační výzkum
- 2007 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Estimating regression model with a mixed structure - roots and theory.
The historical development of models with fixed and random effects and their differences with respect to the model with dummy variables is explained. The robustified versions of the classical methods are p...
BB - Aplikovaná statistika, operační výzkum
- 2013 •
- D
Rok uplatnění
D - Stať ve sborníku
An Area-Level Model with Fixed or Random Domain Effects in Small Area Estimation Problems
A Fay-Herriot model having both fixed and random effects is introduced to estimate linear parameters of small areas. The model is applicable to data having and formulas to fit the model, to calcul...
BB - Aplikovaná statistika, operační výzkum
- 2011 •
- C •
- Link
Rok uplatnění
C - Kapitola v odborné knize
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Definition of subgroups for fixed regression in the test-day animal model for milk production of Holstein cattle in the Czech Republic
from multi-lactation random-regression test-day models which contained the fixed effect of herd-test day, fixed regression on days in milk and random regressions polynomials (with four coefficien...
GI - Šlechtění a plemenářství hospodářských zvířat
- 2005 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Genetic Evaluation by Linear Models Using Own Algorithms and Standard Software
Theory and guides of using linear models with fixed and random effects with single-trait ant multi-trait variables, direct and maternal effects and longitudinal data of test-day-models are present...
GI - Šlechtění a plemenářství hospodářských zvířat
- 2014 •
- NmetC •
- Link
Rok uplatnění
NmetC - Metodiky certifikované oprávněným orgánem
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Estimating the Model with Fixed and Random Effects by a Robust Method
Regression model with fixed and random effects estimated by modified versions of the Ordinary Least Squares (OLS) is a standard tool of panel data analysis. However, it is vulnerable to the bad effects of ...
BB - Aplikovaná statistika, operační výzkum
- 2015 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Test-day model for milk production of dairy cattle in the Czech Republic
include implementation of test-day model methodology. The three lactation random regression test-day animal model was proposed with a fixed effects of herd-test day, a fixed regression within gro...
GI - Šlechtění a plemenářství hospodářských zvířat
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
Analysis of Production Function of Agricultural Holdings
of employees, and acreage. Results of fixed effects model were not economically meaningful. Hausmann test proved that random effects model is preferred. Increase of consumed. There are panel data...
Applied Economics, Econometrics
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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