Journal of Applied Statistics, Volume 48, Issue 13-15 (2021)

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Journal of Applied Statistics, Volume 48, Issue 13-15 (2021)

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Special Issue: Recent Statistical Methods for Data Analysis, Applied Economics, Business & Finance

Editorial

Editorial
Editorial to the special issue: Recent statistical methods for data analysis, applied economics, business & finance
A. Göktaş & Ö. Akkuş
Pages: 2231-2238
Published online: 25 Oct 2021
First Page PreviewforEditorial to the special issue: Recent statistical methods for data analysis, applied economics, business & finance | Full Text | References | PDF (621.5 KB) | EPUB
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Free Access

Theoretical Statistics

Article
Optimal bandwidth estimators of kernel density functionals for contaminated data
Necla Gündüz & Celal Aydın
Pages: 2239-2258
Published online: 11 Jul 2021
AbstractforOptimal bandwidth estimators of kernel density functionals for contaminated data | Full Text | References | PDF (2 MB) | EPUB
  • 154 Views
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Article
Comparison of different estimation methods for extreme value distribution
Asuman Yılmaz, Mahmut Kara & Onur Özdemir
Pages: 2259-2284
Published online: 16 Jun 2021
AbstractforComparison of different estimation methods for extreme value distribution | Full Text | References | PDF (1.8 MB) | EPUB
  • 785 Views
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Article
Tail conditional moment for generalized skew-elliptical distributions
Esmat Jamshidi Eini & Hamid Khaloozadeh
Pages: 2285-2305
Published online: 03 Mar 2021
AbstractforTail conditional moment for generalized skew-elliptical distributions | Full Text | References | PDF (1.5 MB) | EPUB | Supplemental
  • 152 Views
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Article
Statistical inference for distributions with one Poisson conditional
Barry C. Arnold & B. G. Manjunath
Pages: 2306-2325
Published online: 16 May 2021
AbstractforStatistical inference for distributions with one Poisson conditional | Full Text | References | PDF (1.7 MB) | EPUB | Supplemental
  • 335 Views
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Article
A novel perspective for parameter estimation of seemingly unrelated nonlinear regression
Özlem Türkşen
Pages: 2326-2347
Published online: 28 Jan 2021
AbstractforA novel perspective for parameter estimation of seemingly unrelated nonlinear regression | Full Text | References | PDF (2.3 MB) | EPUB
  • 217 Views
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Article
Minimizing the expected value of the asymmetric loss function and an inequality for the variance of the loss
Naoya Yamaguchi, Yuka Yamaguchi & Ryuei Nishii
Pages: 2348-2368
Published online: 03 May 2020
AbstractforMinimizing the expected value of the asymmetric loss function and an inequality for the variance of the loss | Full Text | References | PDF (2.5 MB) | EPUB
  • 172 Views
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Article
Optimal B-robust estimators for the parameters of the power Lindley distribution
Berivan Çakmak & Fatma Zehra Doğru
Pages: 2369-2388
Published online: 03 Dec 2020
AbstractforOptimal B-robust estimators for the parameters of the power Lindley distribution | Full Text | References | PDF (2.1 MB) | EPUB
  • 171 Views
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Article
Unit-Lindley mixed-effect model for proportion data
Hatice Tul Kubra Akdur
Pages: 2389-2405
Published online: 24 Sep 2020
AbstractforUnit-Lindley mixed-effect model for proportion data | Full Text | References | PDF (1.7 MB) | EPUB
  • 331 Views
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Article
CD-vine model for capturing complex dependence
O. Ozan Evkaya, Ceylan Yozgatlıgil & A. Sevtap Selcuk-Kestel
Pages: 2406-2420
Published online: 26 Oct 2020
AbstractforCD-vine model for capturing complex dependence | Full Text | References | PDF (1.9 MB) | EPUB
  • 213 Views
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Article
A new outlier detection method based on convex optimization: application to diagnosis of Parkinson’s disease
Pakize Taylan, Fatma Yerlikaya-Özkurt, Burcu Bilgiç Uçak & Gerhard-Wilhelm Weber
Pages: 2421-2440
Published online: 23 Dec 2020
AbstractforA new outlier detection method based on convex optimization: application to diagnosis of Parkinson’s disease | Full Text | References | PDF (1.9 MB) | EPUB
  • 366 Views
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Regression Analysis

Article
Binary particle swarm optimization as a detection tool for influential subsets in linear regression
G. Deliorman & D. Inan
Pages: 2441-2456
Published online: 14 Jun 2020
AbstractforBinary particle swarm optimization as a detection tool for influential subsets in linear regression | Full Text | References | PDF (1.3 MB) | EPUB
  • 135 Views
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Article
A new robust ridge parameter estimator based on search method for linear regression model
Atila Göktaş, Özge Akkuş & Aykut Kuvat
Pages: 2457-2472
Published online: 07 Aug 2020
AbstractforA new robust ridge parameter estimator based on search method for linear regression model | Full Text | References | PDF (1.2 MB) | EPUB | Supplemental
  • 328 Views
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Article
Some Shrinkage estimators based on median ranked set sampling
Meral Ebegil, Yaprak Arzu Özdemir & Fikri Gökpinar
Pages: 2473-2498
Published online: 16 Mar 2021
AbstractforSome Shrinkage estimators based on median ranked set sampling | Full Text | References | PDF (4.8 MB) | EPUB
  • 254 Views
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Article
A new alternative estimation method for Liu-type logistic estimator via particle swarm optimization: an application to data of collapse of Turkish commercial banks during the Asian financial crisis
Nuriye Sancar & Deniz Inan
Pages: 2499-2514
Published online: 31 Oct 2020
AbstractforA new alternative estimation method for Liu-type logistic estimator via particle swarm optimization: an application to data of collapse of Turkish commercial banks during the Asian financial crisis | Full Text | References | PDF (1.1 MB) | EPUB
  • 213 Views
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Article
The Lomax regression model with residual analysis: an application to insurance data
Emrah Altun
Pages: 2515-2524
Published online: 19 Oct 2020
AbstractforThe Lomax regression model with residual analysis: an application to insurance data | Full Text | References | PDF (1.2 MB) | EPUB
  • 307 Views
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Article
A multivariate Poisson regression model for count data
J. M. Muñoz-Pichardo, R. Pino-Mejías, J. García-Heras, F. Ruiz-Muñoz & M. Luz González-Regalado
Pages: 2525-2541
Published online: 22 Jan 2021
AbstractforA multivariate Poisson regression model for count data | Full Text | References | PDF (1.2 MB) | EPUB
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Time-Series Analysis

Article
Testing fractional unit roots with non-linear smooth break approximations using Fourier functions
Luis A. Gil-Alana & OlaOluwa S. Yaya
Pages: 2542-2559
Published online: 27 Apr 2020
AbstractforTesting fractional unit roots with non-linear smooth break approximations using Fourier functions | Full Text | References | PDF (1.8 MB) | EPUB
  • 394 Views
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Article
On the performance of the variance ratio unit root tests with flexible Fourier form
Burak A. Erog̃lu & Selim Yıldırım
Pages: 2560-2579
Published online: 23 Jul 2020
AbstractforOn the performance of the variance ratio unit root tests with flexible Fourier form | Full Text | References | PDF (1.5 MB) | EPUB
  • 147 Views
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Note
Comparison of forecast accuracy of Ata and exponential smoothing
Beyza Cetin & Idil Yavuz
Pages: 2580-2590
Published online: 10 Aug 2020
AbstractforComparison of forecast accuracy of Ata and exponential smoothing | Full Text | References | PDF (800.3 KB) | EPUB
  • 303 Views
  • 1 CrossRef citations
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Note
Forecasting drought using neural network approaches with transformed time series data
O. Ozan Evkaya & Fatma Sevinç Kurnaz
Pages: 2591-2606
Published online: 31 Dec 2020
AbstractforForecasting drought using neural network approaches with transformed time series data | Full Text | References | PDF (2.1 MB) | EPUB
  • 521 Views
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Economics, Business & Finance

Note
Hierarchies in communities of UK stock market from the perspective of Brexit
Mehmet Ali Balcı, Ömer Akgüller & Serdar Can Güzel
Pages: 2607-2625
Published online: 24 Jul 2020
AbstractforHierarchies in communities of UK stock market from the perspective of Brexit | Full Text | References | PDF (2 MB) | EPUB
  • 516 Views
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Note
The role of social capital in environmental protection efforts: evidence from Turkey
Julide Yildirim, Barış Alpaslan & Erdener Emin Eker
Pages: 2626-2642
Published online: 10 Nov 2020
AbstractforThe role of social capital in environmental protection efforts: evidence from Turkey | Full Text | References | PDF (1.9 MB) | EPUB
  • 619 Views
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Article
Determining the relationship between stock return and financial performance: an analysis on Turkish deposit banks
M. Esra Atukalp
Pages: 2643-2657
Published online: 24 Nov 2020
AbstractforDetermining the relationship between stock return and financial performance: an analysis on Turkish deposit banks | Full Text | References | PDF (1.1 MB) | EPUB
  • 424 Views
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Article
Restricted calibration and weight trimming approaches for estimation of the population total in business statistics
Cenker Burak Metin, Sinem Tuğba Şahin Tekin & Yaprak Arzu Özdemir
Pages: 2658-2672
Published online: 06 Jan 2021
AbstractforRestricted calibration and weight trimming approaches for estimation of the population total in business statistics | Full Text | References | PDF (1.8 MB) | EPUB
  • 187 Views
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Article
Econometric models of duration data in entrepreneurship with an application to start-ups' time-to-funding by venture capitalists (VCs)
Paul P. Momtaz
Pages: 2673-2694
Published online: 05 Mar 2021
AbstractforEconometric models of duration data in entrepreneurship with an application to start-ups' time-to-funding by venture capitalists (VCs) | Full Text | References | PDF (1.8 MB) | EPUB
  • 276 Views
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Article
Assessment of longevity risk: credibility approach
Bükre Yıldırım Külekci & A. Sevtap Selcuk-Kestel
Pages: 2695-2713
Published online: 04 May 2021
AbstractforAssessment of longevity risk: credibility approach | Full Text | References | PDF (3 MB) | EPUB
  • 342 Views
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Article
Stochastic cusp catastrophe model and its Bayesian computations
Ding-Geng Chen, Haipeng Gao, Chuanshu Ji & Xinguang Chen
Pages: 2714-2733
Published online: 07 May 2021
AbstractforStochastic cusp catastrophe model and its Bayesian computations | Full Text | References | PDF (2.4 MB) | EPUB
  • 271 Views
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Note
Reject inference methods in credit scoring
Adrien Ehrhardt, Christophe Biernacki, Vincent Vandewalle, Philippe Heinrich & Sébastien Beben
Pages: 2734-2754
Published online: 20 May 2021
AbstractforReject inference methods in credit scoring | Full Text | References | PDF (2.4 MB) | EPUB | Supplemental
  • 416 Views
  • 9 CrossRef citations
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Note
Some dominance indices to determine market concentration
Atif Evren, Elif Tuna, Erhan Ustaoglu & Busra Sahin
Pages: 2755-2775
Published online: 10 Aug 2021
AbstractforSome dominance indices to determine market concentration | Full Text | References | PDF (2.6 MB) | EPUB
  • 315 Views
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Machine Learning and Other Topics

Article
A two-step machine learning approach to predict S&P 500 bubbles
Fatma Başoğlu Kabran & Kamil Demirberk Ünlü
Pages: 2776-2794
Published online: 22 Sep 2020
AbstractforA two-step machine learning approach to predict S&P 500 bubbles | Full Text | References | PDF (1.5 MB) | EPUB
  • 1011 Views
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Article
Mixed Lasso estimator for stochastic restricted regression models
Huseyin Guler & Ebru Ozgur Guler
Pages: 2795-2808
Published online: 04 May 2021
AbstractforMixed Lasso estimator for stochastic restricted regression models | Full Text | References | PDF (1.2 MB) | EPUB
  • 400 Views
  • 8 CrossRef citations
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Note
Threshold single multiplicative neuron artificial neural networks for non-linear time series forecasting
Asiye Nur Yildirim, Eren Bas & Erol Egrioglu
Pages: 2809-2825
Published online: 06 Jan 2021
AbstractforThreshold single multiplicative neuron artificial neural networks for non-linear time series forecasting | Full Text | References | PDF (1.5 MB) | EPUB
  • 386 Views
  • 6 CrossRef citations
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Article
Estimation in the partially nonlinear model by continuous optimization
Fatma Yerlikaya-Özkurt, Pakize Taylan & Müjgan Tez
Pages: 2826-2846
Published online: 23 Dec 2020
AbstractforEstimation in the partially nonlinear model by continuous optimization | Full Text | References | PDF (2.3 MB) | EPUB
  • 138 Views
  • 1 CrossRef citations
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Article
A method for detection of Mode-Mixing problem
Atacan Erdiş, M. Akif Bakir & Muhammed I. Jaiteh
Pages: 2847-2863
Published online: 21 Apr 2021
AbstractforA method for detection of Mode-Mixing problem | Full Text | References | PDF (1.9 MB) | EPUB
  • 230 Views
  • 1 CrossRef citations
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Article
Efficient experimental design for dose response modelling
Timothy E. O’Brien & Jack Silcox
Pages: 2864-2888
Published online: 04 Feb 2021
AbstractforEfficient experimental design for dose response modelling | Full Text | References | PDF (2.1 MB) | EPUB | Supplemental
  • 157 Views
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Note
Taguchi based Case study in the automotive industry: nonconformity decreasing with use of Six Sigma methodology
Atakan Gerger & Ali Riza Firuzan
Pages: 2889-2905
Published online: 23 Oct 2020
AbstractforTaguchi based Case study in the automotive industry: nonconformity decreasing with use of Six Sigma methodology | Full Text | References | PDF (1.8 MB) | EPUB | Supplemental
  • 431 Views
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Article
A comparative study of computation approaches of the generalized F-test
Berna Yazici & Mustafa Cavus
Pages: 2906-2919
Published online: 10 Jun 2021
AbstractforA comparative study of computation approaches of the generalized F-test | Full Text | References | PDF (1.8 MB) | EPUB
  • 247 Views
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Article
The design of multiple crop insurance in Indonesia based on revenue risk using the copula model approach
H. A. Rusyda, L. Noviyanti, A. Z. Soleh, A. Chadidjah & F. Indrayatna
Pages: 2920-2930
Published online: 09 Mar 2021
AbstractforThe design of multiple crop insurance in Indonesia based on revenue risk using the copula model approach | Full Text | References | PDF (1.3 MB) | EPUB
  • 286 Views
  • 4 CrossRef citations
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Note
Circular analyses of dates on patients with gastric carcinoma
Adnan Karaibrahimoglu, Seren Ayhan, Mustafa Karaagac & Mehmet Artac
Pages: 2931-2943
Published online: 18 Sep 2021
AbstractforCircular analyses of dates on patients with gastric carcinoma | Full Text | References | PDF (1.7 MB) | EPUB
  • 228 Views
  • 2 CrossRef citations
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Article
Hierarchical marketing mix models with sign constraints
Hao Chen, Minguang Zhang, Lanshan Han & Alvin Lim
Pages: 2944-2960
Published online: 29 Jun 2021
AbstractforHierarchical marketing mix models with sign constraints | Full Text | References | PDF (1.6 MB) | EPUB | Supplemental
  • 510 Views
  • 4 CrossRef citations
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Article
Understanding students' evaluations of professors using non-negative matrix factorization
Necla Gündüz & Ernest Fokoué
Pages: 2961-2981
Published online: 20 Oct 2021
AbstractforUnderstanding students' evaluations of professors using non-negative matrix factorization | Full Text | References | PDF (1.7 MB) | EPUB
  • 187 Views
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