Search Results - "Asar, Yasin"

Liu-type estimator for the gamma regression model by Algamal, Zakariya Yahya, Asar, Yasin

“…In this paper, we propose a new biased estimator called Liu-type estimator in gamma regression models in the presence of collinearity. We also consider some…”
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A two-parameter estimator in linear measurement error model by Wu, Jibo, Asar, Yasin

“…This article is concerned with the parameter estimation in linear measurement error model when there is ill-conditioned data. To deal with the…”
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SLASSO: a scaled LASSO for multicollinear situations by Arashi, Mohammad, Asar, Yasin, Yüzbaşı, Bahadır

“…We propose a re-scaled LASSO by pre-multiplying the LASSO with a matrix term, namely, scaled LASSO (SLASSO), for multicollinear situations. Our numerical study…”
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Almost unbiased ridge estimator in Bell regression model: theory and application to plastic polywood data by Tanış, Caner, Asar, Yasin

“…In this paper, a new regression estimator is proposed as an alternative to the ridge estimator in the case of multicollinearity in Bell regression model,…”
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An improved and efficient biased estimation technique in logistic regression model by Asar, Yasin, Wu, Jibo

“…In this article, we propose a new improved and efficient biased estimation method which is a modified restricted Liu-type estimator satisfying some sub-space…”
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Liu-type estimator in Conway-Maxwell-Poisson regression model: theory, simulation and application by Tanış, Caner, Asar, Yasin

“…Recently, many authors have been motivated to propose a new regression estimator in the case of multicollinearity. The most well-known of these estimators are…”
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A new biased estimation method in tobit regression: theory and application by Asar, Yasin, Öğütcüoğlu, Esra

“…In this study, the effects of multicollinearity on the maximum likelihood estimator are analyzed in the tobit regression model. It is known that the…”
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On the stochastic restricted Liu estimator in logistic regression model by Li, Yong, Asar, Yasin, Wu, Jibo

“…In this paper, we study the effects of near-singularity which is known as multicollinearity in the binary logistic regression. Furthermore, we also assume the…”
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Inference for two Lomax populations under joint type-II censoring by Asar, Yasin, Arabi Belaghi, R.

“…Lomax distribution has been widely used in economics, business and actuarial sciences. Due to its importance, we consider the statistical inference of this…”
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Estimation in Weibull Distribution Under Progressively Type-I Hybrid Censored Data by Asar, Yasin, Belaghi, Reza Arabi

“…* In this article, we consider the estimation of unknown parameters of Weibull distribution when the lifetime data are observed in the presence of…”
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A jackknifed ridge estimator in probit regression model by Asar, Yasin, Kılınç, Kadriye

“…In this study, the effects of multicollinearity on the maximum likelihood estimator are analyzed in the probit regression model. It is known that the…”
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Liu-type shrinkage estimations in linear models by Yüzbaşı, Bahadır, Asar, Yasin, Ahmed, S. Ejaz

“…In this study, we present the preliminary test, Stein-type and positive part Stein-type Liu estimators in the linear models when the parameter vector $…”
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EFFICIENCY OF THE PRINCIPAL COMPONENT LIU-TYPE ESTIMATOR IN LOGISTIC REGRESSION by Wu, Jibo, Asar, Yasin

“…* In this paper we propose a principal component Liu-type logistic estimator by combining the principal component logistic regression estimator and Liu-type…”
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Influence Diagnostics in Two-Parameter Ridge Regression by ASAR, Yasin, Erişoğlu, Murat

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On the stochastic restricted Liu-type maximum likelihood estimator in logistic regression model by Wu, Jibo, Asar, Yasin

“…In order to overcome multicollinearity, we propose a stochastic restricted Liu-type maximum likelihood estimator by incorporating Liu-type maximum likelihood…”
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Some new methods to solve multicollinearity in logistic regression by Asar, Yasin

“…The binary logistic regression is a widely used statistical method when the dependent variable is binary or dichotomous. In some of the situations of logistic…”
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Almost unbiased Liu-type estimators in gamma regression model by Asar, Yasin, Korkmaz, Merve

“…The Liu-type estimator has been consistently demonstrated to be an attractive shrinkage method to reduce the effect of multicollinearity problem. It is known…”
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More on the restricted Liu estimator in the logistic regression model by Wu, Jibo, Asar, Yasin

“…Şiray et al. proposed a restricted Liu estimator to overcome multicollinearity in the logistic regression model. They also used a Monte Carlo simulation to…”
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Performance of the almost unbiased ridge-type principal component estimator in logistic regression model by Wu, Jibo, Asar, Yasin

“…This article considers some different parameter estimation methods in logistic regression model. In order to overcome multicollinearity, the almost unbiased…”
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A weighted stochastic restricted ridge estimator in partially linear model by Wu, Jibo, Asar, Yasin

“…In this article, we consider the estimation of a partially linear model when stochastic linear restrictions on the parameter components are assumed to hold…”
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