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Professor Doctor AYLİN ALIN FACULTY OF SCIENCES DEPARTMENT OF STATISTICS DEPARTMENT OF STATISTICS THEORY

  • Education/Academic Info
    Undergraduate Degree  Ondokuz Mayıs University Fen-Edebiyat Fakültesi İstatistik  1993
    Master's Degree  Michigan State University College of Natural Science Uygulamalı İstatistik  1997
    PhD (Doctorate)  Dokuz Eylül University Fen Bilimleri Enstitüsü İstatistik Anabilim Dalı  2006
    Assistant Professor  Dokuz Eylül University Fen-Edebiyat Fakültesi  2007
    Associate Professor  Turkish Inter-Universities Board İstatistik  2010
    Full Professor  Dokuz Eylül University Fen Fakültesi  2015
  • NO NAME YEAR
    1  Function-on-function partial quantile regression...  2021
    2  GLM based Auto-Regressive Process to model Covid-19 Pandemic in Turkey...  2021
    3  Robust change point detection for linear regression models...  2019
    4  Robust multivariate diagnostics for PLSR and application on high dimensional spectrally overlapped d...  2019
    5  Iterated sufficient m-out-of-n bootstrap for non-regular smooth function models...  2018
    6  Advanced spectrophotometric chemometric methods for resolving the binary mixture of doxylamine succi...  2018
    7  Assessment of different PLS algorithms for quantification of three spectrally overlapping drugs...  2017
    8  Sufficient m out of n (m/n) bootstrap...  2017
    9  Robust iteratively reweighted SIMPLS...  2017
    10  Influences of misspecification on asymptotic relative efficiency of coefficients of determination: A...  2017
    11  Robust Confidence Regions for Multinomial Probabilities...  2015
    12  Delete-2 Jackknife-After-Bootstrap in Regression...  2014
    13  Sufficient jackknife-after-bootstrap method for detection of influential observations in linear egre...  2014
    14  A Review of the Bootstrap Method for Sampling Without Replacement...  2014
    15  Adjusted Power-Divergence Test Statistics for Simple Goodness-of-Fit under Clustered Sampling...  2014
    16  Robust BCa-JaB method as a diagnostic tool for linear regression models...  2014
    17  Jackknife-After-Bootstrap as Logistic Regression Diagnostic Tool...  2014
    18  Effects of Misspecifying an Explanatory Variable on Coefficients of Determination in Logistic Regres...  2014
    19  Jackknife-after-Bootstrap Method for Detection of Influential Observations in Linear Regression Mode...  2013
    20  Improved straightforward implementation of a statistically inspired modification of the partial leas...  2012
    21  Penalized Power-Divergence Test Statistics for Testing Linear By Linear Association...  2012
    22  Minitab...  2010
    23  Multicollinearity...  2010
    24  Simpson's paradox...  2010
    25  Power-Divergence Test Statistics for Testing Linear by Linear Association...  2009
    26  Kısmi En Küçük Kareler Regresyon Yöntemi Algoritmalarından Nipals ve PLS - Kernel Algoritmalar...  2009
    27  Comparison of PLS Algorithms When Number of Objects is Much Larger Than Number of Variables...  2009
    28  Partial Least Squares analysis in electrical brain activity...  2009
    29  Comparison of Ordinary and Penalized Power-Divergence Test Statistics for Small and Moderate Samples...  2008
    30  Ordinary and Penalized Minimum Power-Divergence Estimators in Two-Way Contingency Tables....  2008
    31  En Küçük Kareler Algoritmalarından NIPALS ile SIMPLS'in Tanıtımı ve Bir Uygulama...  2007
    32  Testing Log-linear Models in three-Way Contingency Tables Using Ordinary and penalized Power-diverge...  2007
    33  A Note on Penalized Power-Divergence Test Statistics...  2007
    34  Testing Non-Additivity (Interaction) in Two-Way Anova Tables with No Replication...  2006
  • NO NAME DATE
    1  Diabetic Retinopathy Diagnosis and Classification... 08/05/2023 - 11/05/2023
    2  Classification of Diabetic Retinopathy Presence: A Comparison of Three Machine Learning Classificati... 04/11/2022 - 09/12/2022
    3  Sabit Kameralı Derin Öğrenme Fiziksel Şiddet Tespiti Sistemi İçin Aşırı Hareket Öncül Fon... 29/06/2021 - 02/07/2021
    4  Üstel Artış, Covid-19 ve Sosyal Mesafelendirme... 06/05/2020 - 06/05/2020
    5  Robust Gene Co-Expression Network Analysis... 18/10/2019 - 20/10/2019
    6  Change Point Detection in ARMA(p,q) Process and Application on Headway Data... 04/10/2019 - 08/10/2019
    7  Robust Random Forest for Regression... 02/09/2019 - 06/09/2019
    8  Robust Multivariate Outlier Diagnostics in Chemometrics with Application to Spectrally Overlapping D... 16/05/2018 - 19/05/2018
    9  Differential Network Analysis on Mouse Brain Parts Using Plsr... 28/04/2018 - 30/04/2018
    10  Change Point Detection in Vehicle Time Headways... 28/04/2018 - 30/04/2018
    11  Gene Co-Expression Network Analysis with Partial Least Squares Regression... 09/11/2017 - 11/11/2017
    12  Robust Outlier Detection in Partial Least Squares Regression... 16/07/2017 - 21/07/2017
    13  Linear regression model with change points... 24/05/2017 - 26/05/2017
    14  Sufficcient m-out-of-n (m/n) bootstrap... 22/08/2016 - 26/08/2016
    15  Robust Weighted Partial Least Squares Regression... 04/07/2016 - 08/07/2016
    16  Robust Change Point regression... 18/05/2016 - 21/05/2016
    17  Some Notes on Sufficient Bootstrap... 24/08/2014 - 28/08/2014
    18  Robust BCa-JaB method as a diagnostic tool for linear regression models... 18/04/2014 - 20/04/2014
    19  Delete-2 Jackknife-after-bootstrap in regression... 19/09/2013 - 21/09/2013
    20  Güç sapma istatistikleri... 10/09/2013 - 11/09/2013
    21  BCa-JaB Method as a Diagnostic Tool for Linear Regression Models... 26/08/2013 - 30/08/2013
    22  Robust confidence regions for multinomial probabilities... 08/07/2013 - 12/07/2013
    23  Sufficient Jackknife-after-Bootstrap Method for Detection of Influential Observations in Linear Regr... 11/10/2012 - 13/10/2012
    24  Effects of misspecifying an explanatory variable on coefficients of determination in logistic regres... 11/10/2012 - 13/10/2012
    25  Jackknife-after-Bootstrap as logistic regression diagnostic tool... 16/07/2012 - 20/07/2012
    26  Bootstrap Confidence Regions for Multinomail Probabilities Based on Penalized-Power Divergence Test ... 15/07/2012 - 20/07/2012
    27  Adjusted power-Divergence test statistics for Simple Goodness-of-Fit under Clustered Sampling... 28/12/2011 - 31/12/2011
    28  Penalized logistic regression when multicollinearity exists among the predictors... 02/05/2011 - 04/05/2011
    29  Jackknife-after-Bootstrap method for detection of influential observations in linear regression mode... 02/05/2011 - 04/05/2011
    30  Penalizing power-divergence tests statistics for testing linear by linear association... 27/07/2010 - 31/07/2010
    31  Using Partial Standard Deviations in Partial Least Squares Regression... 21/09/2008 - 24/09/2008
    32  The subitems of Turkish version of MMSE differentiate stages in Alzheimer type of dementia... 01/09/2008 - 05/09/2008
    33  İki Yönlü Sıralı Olumsallık Tablolarında Cezalandırılmış Güç-Sapma Test İstatistikleri... 27/08/2008 - 29/08/2008
    34  Improved SIMPLS Algorithm... 19/06/2008 - 23/06/2008
    35  Kısmi En Küçük Kareler Yöntemi Algoritmalarından NIPALS ve PLS-Kernel Algoritmalarının Karş... 28/05/2008 - 30/05/2008
    36  Comparison of PLS algorithms when number of objects is much larger than number of explanatory variab... 21/04/2008 - 25/04/2008
    37  Testing independence for the linear by linear association model using power-divergence test statisti... 21/04/2008 - 25/04/2008
    38  Modelling Dichotic and EEG Data Using PLSR with Kernel Matrix Based Algorithms... 21/02/2008 - 23/02/2008
    39  Comparison of Ordinary and Penalized Power-Divergence Test Statistics for Small and Moderate Samples... 23/09/2007 - 26/09/2007
    40  Kısmi En Küçük Kareler Algoritmalarından NIPALS ve SIMPLS Algoritmalarının Karşılaştırıl... 05/09/2007 - 08/09/2007
    41  Ordinary and Penalized Minimum Power-Divergence Estimators in Two-Way Contingency Tables... 11/06/2007 - 12/06/2007
    42  A Note on Penalized Power-Divergence Test Statistics... 25/05/2007 - 27/05/2007
    43  Temel Bileşenler Regresyonu ve Kısmi En Küçük Kareler Regresyonu Metotlarının Karşılaştır... 20/05/2007 - 24/05/2007
    44  Partial Least Squares Analysis in Electrical Brain Activity... 09/05/2007 - 11/05/2007
    45  Ordinary and Penalized Power-Divergence Test Statistics in Two-Way Contingency Tables... 28/08/2006 - 30/08/2006
    46  Testing Log-Linear Models in Three-Way Contingency Tables Using Ordinary and Penalized Power-Diverge... 14/06/2006 - 17/06/2006
    47  Tek Tekrarlı iki Yönlü Tablolarda Etkileşim (Toplanamazlık) Testi... 20/05/2004 - 21/05/2004
  • NO CHAPTER TITLE YEAR
    1  Sürekli Rastgele Değişkenler ve Bunların Olasılık Dağılımları Işletme Iktisat Ve Sosyal Bilimler Için Istatistik-EXCEL, SPSS, R VE MATLAB UYGULAMALI...  2020
    2  A Review of the Bootstrap Method for Sampling Without Replacement Department of Statistics and Probability Michigan State University...  2014
    3  Partial Least Squares Regression The Applied Brain Biophysic- Uygulamalı Beyin Biyofiziğine Multidisipliner Yaklaşım...  2009
  • NO NAME DATE
    1   Ege Bölgesi Ormanlarında Yayılış Gösteren Bazı Tıbbi Bitkilerin Kolon, Ovaryum ve Meme Kanseri Hücrelerinde Anti-Kanser Etkilerinin ve Kanser Mortalitesinde Etkili Enfeksiyonlara Karşı Aktivitesinin Araştırılması...  1/2023 - /
    2  SANAL LABORATUVAR UYGULAMALARI...  11/2020 - 11/2021
    3  Adjusted Power-Divergence Test Statistics for Simple Goodness-of-Fit and Independence Tests under Clustered Sampling...  12/2011 - 12/2013
    4  Testing nonadditivity (interaction) in statistical models...  10/2005 - 10/2007
  • NO NAME DATE
    1  Üstün Başarı Ödülü...  2010
    2  TÜBİTAK SCI Yayın Teşvik Ödülü...  2008
    3  En iyi poster ödülü...  2008
    4  Yeni Yöntemler Ödülü...  2007
    5  TÜBİTAK SCI Yayın Teşvik ödülü...  2006
    6  Yurt dışında istatistik alanında yüksek lisans ve doktora eğitimi için burs vermek amacı ile...  1994
    7  Ondokuz Mayıs Üniversitesi İstatistik Bölümünden Bölüm İkinciliği ile mezuniyet...  1993
  • NO NAME YEAR
    1  The University of Tennessee  2008
    2  TÜBİTAK Bilim İnsanını Destekleme Daire Başkanlığı  2007
    3  TÜBİTAK Bilim İnsanını Destekleme Daire Başkanlığı  2006
    4  Milli Eğitim Bakanlığı  1995
  • NO Responsibility
    1 Faculty of Sciences , Dean, November 2024-Continues
    2 Faculty of Sciences , Head of The Faculty Council, November 2024-Continues
    3 Faculty of Sciences , Head of The Faculty Council, November 2024-Continues
    4 DEÜ Rectorate Bağımlılıkla Mücadele Komisyonu Member, September 2024-Continues
    5 Faculty of Sciences , Deputy Dean, May 2024- November 2024
    6 Faculty of Sciences , Head of The Faculty Council, May 2024- November 2024
    7 Faculty of Sciences , Head of The Faculty Council, May 2024- November 2024
    8 D.E.Ü. Sürekli Eğitim Merkezi (Desem) , Member of The Central Board, February 2024-Continues
    9 DEÜ Rectorate Bağımlılıkla Mücadele Komisyonu Member, October 2022- September 2024
    10 Faculty of Sciences , Dean, May 2021- May 2024
    11 Faculty of Sciences , Head of The Faculty Council, May 2021- May 2024
    12 Faculty of Sciences , Head of The Faculty Council, May 2021- May 2024
    13 DEÜ Rectorate Öğrenci Toplulukları Komisyonu (SKS DB) Member, March 2021- December 2023
    14 Faculty of Sciences Department of Physics , Deputy Director of Department, September 2020- October 2020
    15 Faculty of Sciences , Member of The Faculty Council, September 2020- October 2020
    16 Faculty of Sciences Department of Physics , Deputy Director of Department, August 2020- September 2020
    17 Faculty of Sciences , Member of The Faculty Council, August 2020- September 2020
    18 D.E.Ü. Geleneksel Ve Tamamlayici Tip (Getat) Uygulama Ve Araştirma Merkezi , Member of The Central Board, August 2020- June 2022
    19 DEÜ Rectorate Kalite Komisyonu Member, December 2019-Continues
    20 DEÜ Rectorate Strateji Geliştirme Kurulu Member, April 2019- December 2021
    21 DEÜ Rectorate Öğrenci Toplulukları Komisyonu (SKS DB) Member, March 2019- March 2021
    22 Faculty of Sciences Department of Statistics Department of Statistics Theory , Director of Science Branch, February 2019- February 2022
    23 Faculty of Sciences , Deputy Dean, November 2018- May 2021
    24 Faculty of Sciences , Head of The Faculty Council, November 2018- May 2021
    25 Faculty of Sciences , Head of The Faculty Council, November 2018- May 2021
    26 Faculty of Sciences , Member of The Faculty Council, November 2016- November 2019
    27 Faculty of Sciences Department of Statistics , Director of Department, August 2016- July 2019
    28 Faculty of Sciences , Member of The Faculty Council, August 2016- July 2019
    29 Faculty of Sciences Department of Statistics Department of Statistics Theory , Director of Science Branch, February 2016- February 2019
    30 D.E.Ü. İstatistik,Risk Ve Aktüerya Araştirma Uygulama Merkezi , Member of The Central Board, April 2013- April 2016
    31 Faculty of Sciences Department of Statistics Department of Statistics Theory , Director of Science Branch, February 2013- November 2013
    32 Faculty of Sciences , Member of The Faculty Council, April 2012- December 2013
    33 Faculty of Sciences Department of Statistics , Vice Director of Department, October 2011- November 2013
    34 Faculty of Sciences Department of Statistics Department of Statistics Theory , Director of Science Branch, June 2010- February 2013
    35 Faculty of Arts and Sciences Statistics Statistics Theories , Director of Science Branch, February 2010- June 2010