A new alternative estimation method for Liu-type logistic estimator via particle swarm optimization: an application to data of collapse of Turkish commercial banks …

N Sancar, D Inan - Journal of Applied Statistics, 2021 - Taylor & Francis
In the existence of multicollinearity problem in the logistic model, some important problems
may occur in the analysis of the model, such as unstable maximum likelihood estimator with …

[PDF][PDF] Improved binary particle swarm optimization and its application to beamforming of planar antenna arrays

Y Lv, F Cao, X Feng, H Li - Progress In Electromagnetics Research C, 2021 - jpier.org
Beamforming can steer the mainlobe of the beam pattern towards the desired signal and set
several nulls in the directions of interference signals by adjusting the excitation weights of …

Influence diagnostics for the Cox proportional hazards regression model: method, simulation and applications

T Kausar, A Akbar, M Qasim - Journal of Statistical Computation …, 2023 - Taylor & Francis
This article investigates the performance of several residuals for the Cox proportional
hazards regression model to diagnose the influential observations. The standardized and …

Binary particle swarm optimization as a detection tool for influential subsets in linear regression

G Deliorman, D Inan - Journal of Applied Statistics, 2021 - Taylor & Francis
An influential observation is any point that has a huge effect on the coefficients of a
regression line fitting the data. The presence of such observations in the data set reduces …

Parçacık Sürü Optimizasyonu Ve Elastik Net Füzenlemesine Dayalı Hibrit Bir Değişken Seçim Yöntemi

B Arkanöz - 2023 - search.proquest.com
Yüksek boyutlu verilerde değişken seçimi, makine öğrenmesi yöntemlerinin tahmin
performansını arttırmak için çok önemli bir önsel adımdır. Gözlem sayısından daha fazla …