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R-estimation of the parameters of a multiple regression model with measurement errors
We consider the theory of R-estimation of the regression parameters statistics, R-estimators are defined and their asymptotic properties are studied as robust alternatives to the least squares estimator. T...
BA - Obecná matematika
- 2012 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Rank tests of symmetry and R-estimation of location parameter under measurement errors
tests of hypotheses about the location parameter and the related R-estimators, these rank tests and R-estimators can be used effectively, and the effect of measurement errors on the power of the test and on the ef...
BB - Aplikovaná statistika, operační výzkum
- 2011 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Rank theory approach to ridge, LASSO, preliminary test and Stein-type estimators: Comparative study
the usual rank estimator, restricted R-estimator, rank-based LASSO, preliminary test and Stein-type R-estimators uniformly. On the other hand, neither LASSO nor the usual R-estimator, pr...
Mathematics
- 2018 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Rank Theory Approach to Ridge, LASSO,Preliminary Test and Stein-type Estimators: A Comparative Study
estimator outperforms the usual rank estimator, restricted R-estimator, rank-based LASSO, preliminary test and Stein-type R-estimators uniformly. On the other hand, neither LASSO nor the usual
Statistics and probability
- 2018 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Estimating the power-law of the two-point correlation function
There is empirical evidence that the two-point correlation function of the galaxy point pattern follows for small r reasonably well a power-law expression {xi}(r){prop.to}r^-{gamma}. This paper analyses the estimation
BA - Obecná matematika
- 2001 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Nonparametric Estimation of Regression Parameters in Measurement Error Models
This paper develops the theory of rank estimation for the regression parameters in measurement error models. Using the standard linear rank statistics, R-estimators squares estimators. Some simulation results are p...
BA - Obecná matematika
- 2009 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
High-Dimensional Entropy Estimation for Finite Accuracy Data: R-NN Entropy Estimator
High-Dimensional Entropy Estimation for Finite Accuracy Data: R-NN Entropy Estimator.
JD - Využití počítačů, robotika a její aplikace
- 2007 •
- D
Rok uplatnění
D - Stať ve sborníku
Behavior of R-estimators under measurement errors
the effect of measurement errors on R-estimators in linear model. It is demonstrated that while an R-estimator admits a local asymptotic bias, its bias surprisingly depends. The R-estimators are ...
BA - Obecná matematika
- 2016 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Bayesian like R- and M- Estimators of Change Points
Bayesian like R- and M- Estimators of Change Points...
BA - Obecná matematika
- 2000 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Behavior of Rank Tests and R-Estimates in Measurement Error Models
Behavior of rank tests and R-estimates in presence of measurement errors is studied. It is showed that rank tests of some hypotheses stay valid in measurement error models. The presence of measurement errors only decreases their pow...
BA - Obecná matematika
- 2015 •
- D
Rok uplatnění
D - Stať ve sborníku
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