Prof. Dr. AYLİN ALIN

HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS , cilt.54, sa.4, ss.1518-1532, 2025 (SCI-Expanded)

2. Weighted robust hybrid partial least squares regression forest

BEYAZTAŞ U., ALIN A., Bandyopadhyay S.

COMPUTATIONAL STATISTICS , cilt.40, ss.1-26, 2025 (SCI-Expanded)

3. 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, Scopus)

4. 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

5. 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, Scopus)

6. 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, Scopus)

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

Journal of Data Science , cilt.16, sa.3, ss.593-604, 2018 (Hakemli Dergi)

8. 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, Scopus)

9. 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)

10. 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, Scopus)

11. Robust iteratively reweighted SIMPLS

Alın A., Agostinelli C.

JOURNAL OF CHEMOMETRICS , cilt.31, sa.3, 2017 (SCI-Expanded, Scopus)

12. 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)

13. 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, Scopus)

14. 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)

15. Delete-2 Jackknife-After-Bootstrap in Regression

QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL , cilt.30, sa.7, ss.993-1002, 2014 (SCI-Expanded, Scopus)

16. 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)

17. 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, Scopus)

18. Jackknife-After-Bootstrap as Logistic Regression Diagnostic Tool

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION , cilt.43, sa.9, ss.2047-2060, 2014 (SCI-Expanded, Scopus)

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

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

20. 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, Scopus) Sürdürülebilir Kalkınma

21. 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)

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

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION , cilt.42, sa.6, ss.1256-1267, 2013 (SCI-Expanded, Scopus)

23. 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, Scopus)

24. Mir Masoom Ali: A Distinguished and Dedicated Statistician Who Never Gets Old - Even at Seventy-Five

PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH , cilt.8, sa.3, ss.293-299, 2012 (ESCI)

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

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

26. Minitab

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

27. Multicollinearity

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

28. Simpson's paradox

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

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

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

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

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

31. Power-Divergence Test Statistics for Testing Linear by Linear Association

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

32. 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)

33. 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, Scopus)

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

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

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

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

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

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

37. A Note on Penalized Power Divergence Test Statistics

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

38. 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, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 57

1. Robust Functional Penalized and Smoothed SIMPLS

Statistical Modeling with Applications: A Conference in honour of Professor Markos V. Koutras, Piraeus, Yunanistan, 26 - 28 Eylül 2025, ss.1, (Özet Bildiri)

2. Cancer Diagnosis With RGB Image to Hyperspectral Conversion

Bilecen G. B., Alın A., Özdemir D., Antep H. M.

VI. International Applied Statistics Congress, Ankara, Türkiye, 14 - 16 Mayıs 2025, ss.88, (Özet Bildiri)

3. Weighted Robust Regression Forest

Third Biletaral Workshop on Science Between DEU and ANAS, İzmir, Türkiye, 05 Aralık 2024, ss.30, (Özet Bildiri)

4. Weighted Robust Hybrid Partial Least Squares Regression Forest

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

5. 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, (Özet Bildiri)

6. Robust Protein Co-Expression Network for Covid-19

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

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

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

8. 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, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

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

International Symposium in Graduate Researches on Data Sciences , İzmir, Türkiye, 02 Aralık 2022, ss.1, (Özet Bildiri)

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

Hacıoğlu A., ALIN A., ÇALIŞKANELLİ S. P., BEYAZTAŞ U.

6th International Researchers, Statisticians and Young Statisticians Congress, Antalya, Türkiye, 3 - 06 Kasım 2022, ss.1, (Özet Bildiri)

11. Near Infrared Diffuse Reflectance Spectroscopy with Partial M Robust Regression(PRM) as Sensory Tool for on-line Control of Biscuit Dough Production

Gergov G., Alın A., Antanov L., Kirilova E., Cruz J.

1st SensorFint International Conference, Izola, Slovenya, 10 - 12 Mayıs 2022, ss.1, (Özet Bildiri)

12. 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, (Özet Bildiri)

13. 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, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

14. Robust Gene Co-Expression Network Analysis

ALIN A., ÖLMEZ A., KARAKÜLAH G.

5th International Researchers, Statisticians and Young Statisticians Congress, 18 - 20 Ekim 2019, (Özet Bildiri)

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

IRSYSC2019, Aydın, Türkiye, 4 - 08 Ekim 2019, (Tam Metin Bildiri)

16. Robust Random Forest for Regression

10th International Workshop onSimulation and Statistics, Salzburg, Avusturya, 2 - 06 Eylül 2019, (Özet Bildiri) Sürdürülebilir Kalkınma

17. 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, (Özet Bildiri)

18. 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, (Özet Bildiri)

19. 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, (Özet Bildiri)

20. 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, (Özet Bildiri)

21. 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, (Özet Bildiri)

22. 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, (Özet Bildiri)

23. Robust Outlier Detection in Partial Least Squares Regression

ALIN A., Agostinelli C.

ISI2017, Marrakech, Fas, 16 - 21 Temmuz 2017, (Özet Bildiri)

24. Linear regression Model with Change Points

Gelmedi C., ALIN A.

3rd International Researchers, Statisticians, Young Statisticians Congress (IRSYSC2017), Konya, Türkiye, 24 - 26 Mayıs 2017, (Özet Bildiri)

25. Sufficient m out of n Bootstrap

ALIN A., MARTIN M., BEYAZTAŞ U., PATHAK P.

LINSTAT16, 22 - 25 Ağustos 2016, (Özet Bildiri)

26. Robust weighted Partial Least Squares Regression

ALIN A., AGOSTINELLI C.

ICORS2016, 4 - 08 Temmuz 2016, (Özet Bildiri)

27. Robust Change Point Regression

ALIN A., BEYAZTAŞ U.

ICSMHD2016, 18 - 21 Mayıs 2016, (Özet Bildiri)

28. Some notes on sufficient bootstrap

LINSTAT2014, İsveç, 24 - 28 Ağustos 2014, (Özet Bildiri)

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

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

30. 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

31. Power Divergence test Statistics

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

32. Delete 2 Jacknife after Bootstrap in Regression

y-BIS 2013, Türkiye, 19 - 21 Eylül 2013, (Özet Bildiri)

33. BCa JaB Method as a Diagnostic Tool for Linear Regression Models

18TH ESYM, Hırvatistan, 26 - 30 Ağustos 2013, (Özet Bildiri)

34. Robust confidence regions for multinomial probabilities

ALIN A., BASU A.

ICORS2013, Rusya, 8 - 12 Temmuz 2013, (Özet Bildiri)

35. 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, (Özet Bildiri)

36. Penalizing Power Divergence Test Statistics For Testing Linear By Linear Association

LINSTAT2010, 27 - 31 Temmuz 2010

37. Jacknife after Bootstrap as Logistic Regression Diagnostic Tool

LINSTAT2012 & IWMS2012, Polonya, 15 - 20 Temmuz 2012, (Özet Bildiri)

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

8th International Symposium of Statistics, Türkiye, 11 - 13 Ekim 2012, (Özet Bildiri)

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

ALIN A., BASU A.

LINSTAT2012 & IWMS2012, Polonya, 15 - 20 Temmuz 2012, (Özet Bildiri)

40. Penalized Logistic Regression When Multicollinearity Exists Among The Predictors

GÖKSÜLÜK D., ALIN A.

NEDETAS, Türkiye, 2 - 04 Mayıs 2011, (Özet Bildiri)

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

NEDETAS, Türkiye, 2 - 04 Mayıs 2011, (Özet Bildiri)

42. Using Partial Standard Deviations in Partial Least squares Regression

International Conference Applied Statistics 2008, Slovenya, 21 - 24 Eylül 2008, (Özet Bildiri)

43. 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

44. Improved SIMPLS Algorithm

International Conference on Multivariate Statistical Modelling and High Dimenaional Data Mining, 19 - 23 Haziran 2008, (Özet Bildiri)

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

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

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

The International Conference on Trends and Perspectives in Linear Statistical Inference LINSTAT2008, Polonya, 21 - 25 Nisan 2008, (Özet Bildiri)

47. 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, (Özet Bildiri)

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

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

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

International Conference Applied Statistics 2007, 23 - 26 Eylül 2007, (Özet Bildiri)

50. Kısmi En Küçük Kareler Algoritmalarından NIPALS ve SIMPLS Algoritmalarının Karşılaştırılması

X. ULUSAL BİYOİSTATİSTİK KONFERANSI, Türkiye, 5 - 08 Eylül 2007

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

International Conference on Mathematics and Statistics, 11 - 13 Haziran 2007, (Özet Bildiri)

52. Temel Bileşenler Regresyonu ve Kısmi En Küçük Kareler Regresyonu Metotlarının Karşılaştırılmas

5. İSTATİSTİK KONFERANSI, Türkiye, 20 - 24 Mayıs 2007

53. 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, (Özet Bildiri)

54. A Note on Penalized Power-Divergence Test Statistics

Conference of the World-Academy-of-Science-Engineering-and-Technology, Vienna, Avusturya, 25 - 27 Mayıs 2007, cilt.21, ss.60-65, (Tam Metin Bildiri)

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

The International Conference on Modelling and Simulation, Konya, Türkiye, 28 - 30 Ağustos 2006, (Tam Metin Bildiri)

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

Applied Statistics Symposium, 14 - 17 Haziran 2006, (Özet Bildiri)

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