Yayınlar & Eserler

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Function-on-Function Partial Quantile Regression

Beyaztaş U., Shang H. L., Alın A.
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS , cilt.27, sa.1, ss.149-174, 2022 (SCI-Expanded) identifier

Robust multivariate diagnostics for PLSR and application on high dimensional spectrally overlapped drug systems

Alın A., Agostinelli C., Gergov G., Katsarov P., Al-Degs Y.
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION , cilt.89, sa.6, ss.966-984, 2019 (SCI-Expanded) identifier identifier

Robust change point detection for linear regression models

Alın A., Beyaztaş U., Martin M. A.
STATISTICS AND ITS INTERFACE , cilt.12, sa.2, ss.203-213, 2019 (SCI-Expanded) identifier identifier

Advanced spectrophotometric chemometric methods for resolving the binary mixture of doxylamine succinate and pyridoxine hydrochloride

Katsarov P., Gergov G., Alın A., Pilicheva B., Al-Degs Y., Simeonov V., et al.
ACTA PHARMACEUTICA , cilt.68, sa.1, ss.61-73, 2018 (SCI-Expanded) identifier identifier identifier

Sufficient m-out-of-n (m/n) bootstrap

Alın A., Martin M. A., Beyaztaş U., Pathak P. K.
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION , cilt.87, sa.9, ss.1742-1753, 2017 (SCI-Expanded) identifier identifier

Robust iteratively reweighted SIMPLS

Alın A., Agostinelli C.
JOURNAL OF CHEMOMETRICS , cilt.31, sa.3, 2017 (SCI-Expanded) identifier identifier

Assessment of different PLS algorithms for quantification of three spectrally overlapping drugs

Gergov G., ALIN A., Doychinova M., De Luca M., Simeonov V., Al-Degs Y.
BULGARIAN CHEMICAL COMMUNICATIONS , cilt.49, sa.2, ss.410-421, 2017 (SCI-Expanded) identifier

Influences of misspecification on asymptotic relative efficiency of coefficients of determination: Application to agriculture

Erees S., ALIN A.
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION , cilt.46, sa.3, ss.1842-1857, 2017 (SCI-Expanded) identifier identifier

Robust confidence regions for multinomial probabilities

ALIN A., Basu A.
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION , cilt.85, sa.3, ss.538-551, 2015 (SCI-Expanded) identifier identifier

Sufficient jackknife-after-bootstrap method for detection of influential observations in linear regression models

Beyaztaş U., Alın A.
STATISTICAL PAPERS , cilt.55, sa.4, ss.1001-1018, 2014 (SCI-Expanded) identifier identifier

Delete-2 Jackknife-After-Bootstrap in Regression

BEYAZTAŞ U., ALIN A.
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL , cilt.30, sa.7, ss.993-1002, 2014 (SCI-Expanded) identifier identifier

Jackknife-After-Bootstrap as Logistic Regression Diagnostic Tool

BEYAZTAŞ U., ALIN A.
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION , cilt.43, sa.9, ss.2047-2060, 2014 (SCI-Expanded) identifier identifier

Adjusted power-divergence test statistics for simple goodness-of-fit under clustered sampling

ALIN A.
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION , cilt.84, sa.9, ss.1904-1916, 2014 (SCI-Expanded) identifier identifier

Robust BCa-JaB method as a diagnostic tool for linear regression models

BEYAZTAŞ U., ALIN A., Martin M. A.
JOURNAL OF APPLIED STATISTICS , cilt.41, sa.7, ss.1593-1610, 2014 (SCI-Expanded) Sürdürülebilir Kalkınma identifier identifier

Jackknife-After-Bootstrap Method for Detection of Influential Observations in Linear Regression Models

BEYAZTAŞ U., ALIN A.
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION , cilt.42, sa.6, ss.1256-1267, 2013 (SCI-Expanded) identifier identifier

IMPROVED STRAIGHTFORWARD IMPLEMENTATION OF A STATISTICALLY INSPIRED MODIFICATION OF THE PARTIAL LEAST SQUARES ALGORITHM

ALIN A., Ali M. M.
PAKISTAN JOURNAL OF STATISTICS , cilt.28, sa.2, ss.217-229, 2012 (SCI-Expanded) identifier identifier

Penalized power-divergence test statistics for testing linear-by-linear association

ALIN A.
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION , cilt.82, sa.2, ss.227-239, 2012 (SCI-Expanded) identifier identifier

Comparison of PLS algorithms when number of objects is much larger than number of variables

Alın A.
STATISTICAL PAPERS , cilt.50, sa.4, ss.711-720, 2009 (SCI-Expanded) identifier identifier

Power-Divergence Test Statistics for Testing Linear by Linear Association

ALIN A.
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION , cilt.38, sa.7, ss.1381-1390, 2009 (SCI-Expanded) identifier identifier

Ordinary and penalized minimum power-divergence estimators in two-way contingency tables

Alın A., Kurt S.
COMPUTATIONAL STATISTICS , cilt.23, sa.3, ss.455-468, 2008 (SCI-Expanded) identifier identifier

Comparison of ordinary and penalized power-divergence test statistics for small and moderate samples in three-way contingency tables via simulation

Alın A.
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION , cilt.37, sa.8, ss.1593-1602, 2008 (SCI-Expanded) identifier identifier

Testing non-additivity (interaction) in two-way ANOVA tables with no replication

Alın A., Kurt S.
STATISTICAL METHODS IN MEDICAL RESEARCH , cilt.15, sa.1, ss.63-85, 2006 (SCI-Expanded) identifier identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

GLM based auto-regressive process to model Covid-19 pandemic in Turkey

Alin A.
Statistical Communications in Infectious Diseases , cilt.13, sa.1, ss.1-18, 2021 (Hakemli Dergi) Sürdürülebilir Kalkınma

Iterated sufficient m-out-of-n (m/n) bootstrap for non-regular smooth function models

BEYAZTAŞ U., ALIN A., Bandyopadhyay S.
Journal of Data Science , cilt.16, sa.3, ss.593-604, 2018 (Hakemli Dergi)

Net analyte signal-based methods for the simultaneous determination of paracetamol, propyphenazone and caffeine by UV spectrophotometry

Gergov G., Alın A., Katsarov P., Simeonov V., Yankov D., Al-Degs Y.
Bulgarian Chemical Communications , cilt.50, sa.2, ss.265-273, 2018 (Scopus) identifier

A Review of the Bootstrap Method for Sampling Without Replacement

PRAMOD P., ALIN A.
Michigan State University, Department of Statistics and Probability , 2014 (Hakemsiz Dergi)

Effects of Misspecifying an Explanatory Variable on Coefficients of Determination in Logistic Regression

EREEŞ S., ALIN A.
Anadolu University Journal Of Science And Technology- B Theoretical Sciences , cilt.3, sa.1, ss.1-10, 2014 (Hakemli Dergi)

Minitab

Alın A.
Wiley Interdisciplinary Reviews: Computational Statistics , cilt.2, sa.6, ss.723-727, 2010 (ESCI) identifier

Multicollinearity

Alın A.
Wiley Interdisciplinary Reviews: Computational Statistics , cilt.2, sa.3, ss.370-374, 2010 (ESCI) identifier

Simpson's paradox

Alın A.
Wiley Interdisciplinary Reviews: Computational Statistics , cilt.2, sa.2, ss.247-250, 2010 (ESCI) identifier

Kısmi En Küçük Kareler Regresyon Yöntemi Algoritmalarından Nipals ve PLS Kernel Algoritmalarının Karşılaştırılması ve Bir Uygulama

BULUT E., ALIN A.
Dokuz Eylül Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi , cilt.24, sa.2, ss.127-138, 2009 (Hakemli Dergi)

Partial Least Squares analysis in electrical brain activity

ALIN A., KURT S., MCINTOSH A., ÖNİZ A., ÖZGÖREN M.
Journal of Data Science , cilt.7, sa.1, ss.99-110, 2009 (Hakemli Dergi)

Kısmi En Küçük Kareler Algoritmalarından NIPALS ile SIMPLS in Tanıtımı ve Bir Uygulama

BULUT E., ALIN A.
TÜİK İstatistik Araştırma Dergisi , cilt.5, sa.2, ss.52-68, 2007 (Hakemli Dergi)

Testing Log linear Models in three Way Contingency Tables Using Ordinary and penalized Power divergence Test Statistics

ALIN A., KURT S.
Anadolu Üniversitesi Bilim ve Teknoloji Dergisi , cilt.8, sa.2, ss.475-485, 2007 (Hakemli Dergi)

A Note on Penalized Power Divergence Test Statistics

ALIN A.
International Journal of Computational and Mathematical Sciences , cilt.1, sa.3, ss.209-215, 2007 (Hakemli Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Weighted Robust Hybrid Partial Least Squares Regression Forest

Alın A.
26th International Conference on COMPUTATIONAL STATISTICS(COMPSTAT2024), Giessen, Almanya, 27 - 30 Ağustos 2024, ss.1

Robust Protein Co-Expression Network for Covid-19

Ölmez A., Alın A.
The 12th Conference of Eastern Mediterranean Region of International Biometric Society (EMR2023), İzmir, Türkiye, 8 - 11 Mayıs 2023, ss.54

Diabetic retinopathy diagnosis and classification

Pişkin B., Alın A.
THE 12TH INTERNATIONAL CONFERENCE OF THE INTERNATIONAL BIOMETRIC SOCIETY'S EASTERN MEDITERRANEAN REGION (EMR 2023), İzmir, Türkiye, 8 - 11 Mayıs 2023, ss.78

WRSmoonRF: Weighted Robust Sufficient m-out-of-n Regression Forest

Alın A.
the 12th International Conference of the International Biometric Society's Eastern Mediterranean Region (EMR 2023) , İzmir, Türkiye, 8 - 11 Mayıs 2023, ss.1 Sürdürülebilir Kalkınma

A New Robust Approach for Building Gene Network for Covid-19

Ölmez A., Alın A.
International Symposium in Graduate Researches on Data Sciences , İzmir, Türkiye, 02 Aralık 2022, ss.1

Classification of Diabetic Retinopathy Presence: A Comparison of Three Machine Learning Classification Methods

Pişkin B., Alın A.
The First International Symposium on Graduate Researches in Data Science , İzmir, Türkiye, 02 Aralık 2022, ss.1-8 Sürdürülebilir Kalkınma

A New Robust Approach for Similarity Scores in Gene Co-Expression Networks

Ölmez A., Alın A.
6th International Researchers, Statisticians and Young Statisticians Congress, Antalya, Türkiye, 3 - 06 Kasım 2022, ss.1

Robust Connectivity Scores for Gene Co-Expression Network Analysis

Alin A., Ölmez A.
2021 Virtual International Workshop ​of G.S.I., Samos, Yunanistan, 24 - 26 Eylül 2021, ss.17-25

Sabit Kameralı Derin Öğrenme Fiziksel Şiddet Tespiti Sistemi için Aşırı Hareket Öncül Fonksiyonu

Polat M. F., Alin A.
II. International Applied Statistics Conference (UYIK-2021), Tokat, Türkiye, 29 Haziran - 02 Aralık 2021, ss.179-184 Sürdürülebilir Kalkınma

Robust Gene Co-Expression Network Analysis

ALIN A., ÖLMEZ A., KARAKÜLAH G.
5th International Researchers, Statisticians and Young Statisticians Congress, 18 - 20 Ekim 2019

Change Point Detection in ARMA(p,q) Process and Application on Headway Data.

Hacıoğlu A., ALIN A., ÇALIŞKANELLİ S. P., BEYAZTAŞ U.
IRSYSC2019, Aydın, Türkiye, 4 - 08 Ekim 2019

Robust Random Forest for Regression

ALIN A.
10th International Workshop onSimulation and Statistics, Salzburg, Avusturya, 2 - 06 Eylül 2019 Sürdürülebilir Kalkınma

Differential Network Analysis with Partial Least Square Regression

ALIN A., ÖLMEZ A., KARAKÜLAH G., SUNER KARAKÜLAH A.
11th International Statistics Days Conference (11th ISDC2018), Muğla, Türkiye, 3 - 07 Ekim 2018

Robust Multivariate Outlier Diagnostics in Chemometrics with Application to Spectrally Overlapping Drugs

ALIN A., Agostinelli C., Gergov G., Katsarov P., Al-Degs Y.
SDSS2018, Reston, VA, Amerika Birleşik Devletleri, 16 - 19 Mayıs 2018

Change point detection in vehicle time headways

ALIN A., Hacıoğlu A., TANYEL S., BEYAZTAŞ U.
4th International Researchers, Statisticians and Young Statisticians Congress, İzmir, Türkiye, 28 - 30 Nisan 2018, ss.161

Differential network analysis on mouse brain parts using PLSR

ALIN A., ölmez a., KARAKÜLAH G., SUNER KARAKÜLAH A.
4th International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2018), 28 - 30 Nisan 2018

Gene Co-Expression Network Analysis with Partial Least Square Regression

ÖLMEZ A., ALIN A., KARAKÜLAH G., SUNER KARAKÜLAH A.
COSTAS 2017 (International Conference on Computational and Statistical Methods in Applied Sciences) Kongresi, Samsun, Türkiye, 9 - 11 Kasım 2017

Gene Co-Expression Network Analysis with Partial Least squares Regression

Ölmez A., ALIN A., KARAKÜLAH G., SUNER KARAKÜLAH A.
International Conference on Computational and Statistical Methods in Applied Sciences, Samsun, Türkiye, 9 - 11 Kasım 2017

Robust Outlier Detection in Partial Least Squares Regression

ALIN A., Agostinelli C.
ISI2017, Marrakech, Fas, 16 - 21 Temmuz 2017

Linear regression Model with Change Points

Gelmedi C., ALIN A.
3rd International Researchers, Statisticians, Young Statisticians Congress (IRSYSC2017), Konya, Türkiye, 24 - 26 Mayıs 2017

Sufficient m out of n Bootstrap

ALIN A., MARTIN M., BEYAZTAŞ U., PATHAK P.
LINSTAT16, 22 - 25 Ağustos 2016

Robust weighted Partial Least Squares Regression

ALIN A., AGOSTINELLI C.
ICORS2016, 4 - 08 Temmuz 2016

Robust Change Point Regression

ALIN A., BEYAZTAŞ U.
ICSMHD2016, 18 - 21 Mayıs 2016

Some notes on sufficient bootstrap

BEYAZTAŞ U., ALIN A.
LINSTAT2014, İsveç, 24 - 28 Ağustos 2014

Adjusted power Divergence test statistics for Simple Goodness of Fit under Clustered Sampling

ALIN A.
Int. Conf. On Advances in Prob. and Stat.-Theory and Applications: A Celebration pf N. Balakrishnan’s 30 years of Contributiıons to Statistics, Hong Kong, 28 - 31 Aralık 2011

Robust BCa JaB method as a diagnostic tool for linear regression models

BEYAZTAŞ U., ALIN A., MARTIN M.
8th Annual Prob/Stat Day Conference at UMBC, Amerika Birleşik Devletleri, 18 - 20 Nisan 2014

Power Divergence test Statistics

ALIN A.
I. GENÇ İSTATİSTİKÇİLER SEMPOZYUMU, Türkiye, 10 - 11 Aralık 2013

Delete 2 Jacknife after Bootstrap in Regression

BEYAZTAŞ U., ALIN A.
y-BIS 2013, Türkiye, 19 - 21 Eylül 2013

BCa JaB Method as a Diagnostic Tool for Linear Regression Models

BEYAZTAŞ U., ALIN A.
18TH ESYM, Hırvatistan, 26 - 30 Ağustos 2013

Robust confidence regions for multinomial probabilities

ALIN A., BASU A.
ICORS2013, Rusya, 8 - 12 Temmuz 2013

Effects of misspecifying an explanatory variable on coefficients of determination in logistic regression

EREEŞ S., ALIN A.
8th International Symposium of Statistics, Türkiye, 11 - 13 Ekim 2012

Sufficient Jackknife after Bootstrap Method for Detection of Influential Observations in Linear Regression Models

BEYAZTAŞ U., ALIN A.
8th International Symposium of Statistics, Türkiye, 11 - 13 Ekim 2012

Jacknife after Bootstrap as Logistic Regression Diagnostic Tool

BEYAZTAŞ U., ALIN A.
LINSTAT2012 & IWMS2012, Polonya, 15 - 20 Temmuz 2012

Penalizing Power Divergence Test Statistics For Testing Linear By Linear Association

ALIN A.
LINSTAT2010, 27 - 31 Temmuz 2010

Bootstrap Confidence Regions for Multinomail Probabilities Based on Penalized Power Divergence Test Statistics

ALIN A., BASU A.
LINSTAT2012 & IWMS2012, Polonya, 15 - 20 Temmuz 2012

Penalized Logistic Regression When Multicollinearity Exists Among The Predictors

GÖKSÜLÜK D., ALIN A.
NEDETAS, Türkiye, 2 - 04 Mayıs 2011

Jackknife after bootstrap method for detection of influential observations in linear regression models

BEYAZTAŞ U., ALIN A.
NEDETAS, Türkiye, 2 - 04 Mayıs 2011

Using Partial Standard Deviations in Partial Least squares Regression

ALIN A.
International Conference Applied Statistics 2008, Slovenya, 21 - 24 Eylül 2008

The subitems of Turkish version of MMSE differentiate stages in Alzheimer type of dementia

DASTAN S., ALIN A., YENER G.
X. International Conference on Cognitive Neuroscience, Türkiye, 1 - 05 Ocak 2008

Improved SIMPLS Algorithm

ALIN A.
International Conference on Multivariate Statistical Modelling and High Dimenaional Data Mining, 19 - 23 Haziran 2008

Comparıson of PLS Algorıthms When Number of Objects is Much Larger Than Number of Varıables

ALIN A.
The International Conference on Trends and Perspectives in Linear Statistical Inference LINSTAT2008, Polonya, 21 - 25 Nisan 2008

Testing Independence for the Linear by Linear Association Model Using Power Divergence Test Statistics

ALIN A.
The International Conference on Trends and Perspectives in Linear Statistical Inference LINSTAT2008, Polonya, 21 - 25 Nisan 2008

Modelling Dichotic and EEG Data Using PLSR with Kernel Matrix Based Algorithms

ALIN A., KURT S., ÖNİZ A., ÖZGÖREN M.
II. Workshop on Brain Biophysics with Young Scientists, Dokuz Eylul University, 21 - 23 Şubat 2008

Penalized Power Divergence Test Statistics vs Ordinary Power Divergence Test Statistics in Two Way Ordinal Contingency Tables

ALIN A.
6. Statistics Days Symposium –IGS2008, Türkiye, 27 - 29 Ağustos 2008

Comparison of Ordinary and Penalized Power Divergence Test Statistics for Small and Moderate Samples in Three Way Contingency Tables Via Simulation

ALIN A.
International Conference Applied Statistics 2007, 23 - 26 Eylül 2007

Kısmi En Küçük Kareler Algoritmalarından NIPALS ve SIMPLS Algoritmalarının Karşılaştırılması

BULUT E., ALIN A.
X. ULUSAL BİYOİSTATİSTİK KONFERANSI, Türkiye, 5 - 08 Eylül 2007

Ordinary and Penalized Minimum Power Divergence Estimators in Two Way Contingency Tables

ALIN A., KURT S.
International Conference on Mathematics and Statistics, 11 - 13 Haziran 2007

Temel Bileşenler Regresyonu ve Kısmi En Küçük Kareler Regresyonu Metotlarının Karşılaştırılmas

BULUT E., ALIN A.
5. İSTATİSTİK KONFERANSI, Türkiye, 20 - 24 Mayıs 2007

Partial Least Squares Analysis in Electrical Brain Activity

ALIN A., KURT S., MCINTOSH A. R., ÖNİZ A., ÖZGÖREN M.
I. Workshop on Brain Biophysics with Young Scientists: Problems and Solutions, Dokuz Eylül Universitesi, Türkiye, 9 - 11 Mayıs 2007

A Note on Penalized Power-Divergence Test Statistics

ALIN A.
Conference of the World-Academy-of-Science-Engineering-and-Technology, Vienna, Avusturya, 25 - 27 Mayıs 2007, cilt.21, ss.60-65 identifier

Ordinary and Penalized Power Divergence Test Statistics in Two Way Contingency Tables

ALIN A., KURT S.
The International Conference on Modelling and Simulation, Konya, Türkiye, 28 - 30 Ağustos 2006

Testing Log Linear Models in Three Way Contingency Tables Using Ordinary and Penalized Power Divergence Test Statistics

ALIN A., KURT S.
Applied Statistics Symposium, 14 - 17 Haziran 2006

Tek Tekrarlı iki Yönlü Tablolarda Etkileşim Toplanamazlik Testi Testing Nonadditivity in Two Way Tables with No Replication

ALIN A.
4. Statistics Days Symposium, Türkiye, 13 - 24 Mayıs 2004

Kitap & Kitap Bölümleri

Darbeler ve Eğitim

Alın A., Ergün M. Y.
15 Temmuz: Türkiye Yüzyılında Milli İradenin Zaferi, Osman Bilen,Nevin Akkaya,Zafer Duygu,Bahar Soğukkuyu,Esra Uslu, Editör, Dokuz Eylül Yayınları, İzmir, ss.34-37, 2023

Sürekli Rastgele Değişkenler ve Bunların Olasılık Dağılımları

ALIN A.
İşletme, İktisat ve Sosyal Bilimler İçin İstatistik Excel, SPSS, R ve Matlab Uygulamalı, Seda Şengül, Gülsen Kıral, Editör, Nobel Yayınevi, Ankara, ss.143-164, 2020

Metrikler

Yayın

90

Atıf (WoS)

137

H-İndeks (WoS)

8

Atıf (Scopus)

620

H-İndeks (Scopus)

9

Atıf (Scholar)

912

H-İndeks (Scholar)

6

Atıf (TrDizin)

3

H-İndeks (TrDizin)

1

Proje

5

Tez Danışmanlığı

11

Açık Erişim

7
BM Sürdürülebilir Kalkınma Amaçları