Robust parameter estimation of regression model with AR (p) error terms

Y Tuaç, Y Güney, B Şenoğlu… - … in Statistics-Simulation and …, 2018 - Taylor & Francis
In this article, we consider a linear regression model with AR (p) error terms with the
assumption that the error terms have at distribution as a heavy-tailed alternative to the …

Parameter estimation of regression model with AR(p) error terms based on skew distributions with EM algorithm

Y Tuaç, Y Güney, O Arslan - Soft Computing, 2020 - Springer
In the linear regression model, the errors are usually assumed to be uncorrelated. However,
in real-life data, this assumption is not often plausible. In this study, first, we will assume that …

[PDF][PDF] A class of product-cum-dual to product estimators of the population mean in survey sampling using auxiliary information

S Choudhury, BK Singh - Asian J Math Stat, 2012 - researchgate.net
A ESTRA (" T ln this study, a class of product-cum-du al to product estimators have been
proposed for estimating finite population mean of the study variate." l'he bias and mean …

[PDF][PDF] Multiple linear regression formula for the probability of the average daily solar energy using the queue system

MM El Genidy - Asian Journal of Mathematics & Statistics, 2012 - researchgate.net
A ESTRA (" T" l'he multiple linear regression formula of the probability of the averaged daily
solar energy reaching a specific location on the earth's surface in a calendar month was …

Efficiency in linear model with AR (1) and correlated error-regressor

JO Olaomi, AA Adedayo - African Research Review, 2009 - ajol.info
In this study, we conduct several Monte-Carlo experiments to examine the sensitivity of the
efficiency of FGLS estimators relative to OLS using the Variance and RMSE criteria, in the …