Yazar "Kan Kılınç, Betül" için listeleme
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Assessment of Fuel Consumption Using Factorial Experiments, Regression Trees and MARS
Kan Kılınç, Betül; Yazıcı, Berna (World Scientific And Engineering Acad And Soc, 2009)The purpose of this paper is to determine the effects that are significant on the fuel consumption of F-4 aircrafts by using three different statistical methods and compare the results of those different methods. The ... -
Asymmetric control limits for small samples
Yazıcı, Berna; Kan Kılınç, Betül (Springer, 2009)When designing control charts, it is usually assumed that the measurement in the subgroups are normally distributed. The assumption of normality implies that the control limits for a chart for sample averages will be ... -
Combining some biased estimation methods with least trimmed squares regression and its application [Combinación de algunos métodos de estimación sesgados con regression de mínimos cuadrados recortados y su aplicación]
Kan Kılınç, Betül; Alpu, Özlem (Universidad Nacional de Colombia, 2015)In the case of multicollinearity and outliers in regression analysis, the researchers are encouraged to deal with two problems simultaneously. Biased methods based on robust estimators are useful for estimating the regression ... -
Comparison of the results of factorial experiments, fractional factorial experiments, regression trees and MARS for fuel consumption data
Kan Kılınç, Betül; Yazıcı, Berna (2010)In this study effects that are significant on the fuel consumption of F-4 aircrafts are analyzed by using different statistical methods and the results of those different methods are compared. The response variable of every ... -
Estimation of clearness index model via CRS, TPRS and mars
Alpu, Özlem; Kan Kılınç, Betül; Yazıcı, Berna (2011)Nonparametric approach is more flexible than parametric approach in assuming that f belongs to a smooth family of functions. Hence, a nonparametric approach does not require an assumption of linearity. Based on our motivating ... -
Estimation of Clearness Index Model Via Crs, Tprs and Mars
Alpu, Özlem; Kan Kılınç, Betül; Yazıcı, Berna (Isoss Publ, 2011)Nonparametric approach is more flexible than parametric approach in assuming that f belongs to a smooth family of functions. Hence, a nonparametric approach does not require an assumption of linearity. Based on our motivating ... -
The individuals control chart in case of non-normality
Kan Kılınç, Betül; Yazıcı, Berna (2006)This article examines the effects of non-normality as measured by skewness and provides an alternative method of designing individuals control chart with non-normal distributions. A skewness correction method for constructing ... -
The individuals control charts for burr distributed and Weibull distributed data
Kan Kılınç, Betül; Yazıcı, Berna (2006)Constructing the control limits supposes the assumption of the normality. However, there are numerous studies on the control charts when the underlying distribution is non-normal. Several authors have investigated the ... -
Modeling the contribution of distance education to students’ preparation for the professions
Çavuş, Mustafa; Kan Kılınç, Betül; Yazıcı, Berna (Anadolu Üniversitesi, 2021)There is an increasing interest in predicting the contribution level of open and distance learning to students’ career, in order to perceive the pathway for higher quality standards. For this purpose, Anadolu University ... -
Modelling Extreme Rainfalls Using Generalized Additive Models for Location, Scale and Shape Parameters
Sezer, Ahmet; Kan Kılınç, Betül; Yazıcı, Berna (Corvinus University Budapest, 2016)This study aims to model the nonlinear relationship between the daily amount of extreme rainfall and significant predictor variables by the Generalized additive models for location, scale and shape parameters (GAMLSS). ... -
Performance of spline-based GAM in the presence of outliers and multicollinearity = Splayn-tabanlı GAM'ın çoklu bağlantı ve aykırı değer varlığında performansları
Asfha, Huruy Debessay (Anadolu Üniversitesi, 2017)Doğrusal regresyon modellerinin genelleştirilmiş doğrusal modellerin bir uzantısı olması gibi genelleştirilmiş toplamsal modeller de toplamsal modellerin bir uzantısıdır. Bu tür modellerin veriye uyumu için kullanılan ... -
The Relationship Between Parental Defense Intensity and Nest Site Characteristics in Eurasian Magpie (Pica Pica L.) - an Assessment With the Classification Methods
Kirazli, Cihangir; Kan Kılınç, Betül; Yamaç, Elif (Corvinus University Budapest, 2017)Nest defense behavior varies among species and depends on different factors. However little is known of the influence of urbanization and nest characteristics on the nest defense intensity as parental investment of the ... -
Robust ridge and robust Liu estimator for regression based on the LTS estimator
Kan Kılınç, Betül; Alpu, Özlem; Yazıcı, Berna (Taylor & Francis LTD, 2013)In the multiple linear regression analysis, the ridge regression estimator and the Liu estimator are often used to address multicollinearity. Besides multicollinearity, outliers are also a problem in the multiple linear ... -
Using multivariate adaptive regression splines to estimate pollution in soil
Kan Kılınç, Betül; Malkoc, Semra; Koparal, Ali Savaş; Yazıcı, Berna (Inst Advanced Science Extension, 2017)Heavy metal pollution is one of the main factors of the traffic pollution. The public authorities have been monitoring the concentration of heavy metal by means of sampling stations. This paper describes the response surface ... -
Variable selection with genetic algorithm and multivariate adaptive regression splines in the presence of multicollinearity
Kan Kılınç, Betül; Asikgil, Barış; Erar, Aydın; Yazıcı, Berna (Inst Advanced Science Extension, 2016)In this paper, it is aimed to determine the true regressors explaining the dependent variable in multiple linear regression models and also to find the best model by using two different approaches in the presence of low, ...
