Papers

Ph.D Thesis in Statistics

“Testing Non-additivity in Statistical Models”,DokuzEylulUniversity,InstituteofNatural Sciences,Izmir, 2006.

Papers

  1. Alin, A & Kurt, S (2006) “Testing Non-Additivity (Interaction) in Two-Way Anova Tables with No Replication”, Statistical Methods in Medical Research, 15, 1, 63-85.  
  2. Alin, A (2007) “A Note on Penalized Power-Divergence Test Statistics”, International Journal of Computational and Mathematical Sciences, 1, 3, 209-215.
  3. Alin, A. & Kurt S. (2007), “Testing Log-linear Models in Three-Way Contingency Tables Using Ordinary And Penalized Power-Divergence Test Statistics”, Science and Technology Journal of Anadolu University, Eskisehir, 8, 2, 475-485.
  4. Bulut, A. & Alın, A. (2007), “ Kısmi En Küçük Kareler Algoritmalarından NIPALS ile SIMPLS’in Tanıtımı ve Bir Uygulama ( NIPALS and SIMPLS Algorithms as Partial Least Squares Algorithms and an Aplication)”, TÜİK İstatistik Araştırma Dergisi (Journal of Statistical Research published by Turkish Statistical Institute), 5, 2, 52-68.
  5. Alin, A. & Kurt, S. (2008) “Ordinary and Penalized Minimum Power-Divergence Estimators in Two-Way Contingency Tables, Computational Statistics, 23, 3, 455-468.
  6. Alin, A. (2008) “Comparison of Ordinary and Penalized Power-Divergence Test Statıstics for Small and Moderate Samples in Three-WayContingency Tables Via Simulation”, Communications in Statistics: Computation and Simulation, 37, 8, 1593-1602.
  7. Alin, A., Kurt, S., McIntosh, A. R., Oniz, A., & Ozgoren, M. (2009) “ Partial Least Squares Analysis in Electrical Brain Activity”, Journal of Data Science, 7, 1, 99-110.
  8. Alin, A. (2009) “Power-Divergence Test Statistics For Testing Linear by Linear Association”, Communications in Statistics: Computation and Simulation, 38, 7, 1381-1390.
  9. Alin, A. (2009) “Comparison of PLS Algorithms When Number of Objects is Much Larger than Number of Variables”, Statistical Papers, 50, 4, 711-720.
  10. Bulut, E., Alın, A. (2009) “ Kısmi En Küçük Kareler Regresyon Yöntemi Algoritmalarından NIPALS ve PLS-Kernel Algoritmalarının karşılaştırılması ve Bir Uygulama (Comparing NIPALS and PLS-kernel Algorithms of PLSR)”, Dokuz Eylül Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 24, 2, 127-138.
  11. Alin A. (2010) “Simpson’s Paradox”, Wiley Interdisciplinary Reviews: Computational Statistics, 2, 247-250.
  12. Alin A. (2010) “Multicollinearity”, Wiley Interdisciplinary Reviews: Computational Statistics, 2, 370-374.
  13. Alin A. (2010) “Minitab”, Wiley Interdisciplinary Reviews: Computational Statistics, 2, 723-727.
  14. Alin A. (2012) “Penalized Power-Divergence Test Statistics for Testing Linear –by-Linear Associaiton”, Journal of Statistical Computational and Simulation, 82, 227-239.
  15. Alin A., Ali, M.M, (2012) “Improved straightforward Implementation of a Statistically Inspired Modification of the Partial Least Squares Algorıthm”, Pakistan Journal of Statistics, 28, 217-229.
  16.  Beyaztas U., Alin, A. (2013) “Jackknife-after-Bootstrap Method for Detection of Influential Observations in Linear Regression Models”, Communications in Statistics: Computation and Simulation, 42, 6, 1256-1267.
  17. Alin A. (2012) “Adjusted Power-Divergence Test Statistics for Simple Goodness-of-Fit under Clustered Sampling”, Journal of Statistical Computational and Simulation, available online with DOI: 10.1080/00949655.2013.769988.
  18. Beyaztas U., Alin, A. (2013) “Jackknife-after-Bootstrap as Logistic Regression Diagnostic Tool”, Communications in Statistics: Computation and Simulation, In Print.
  19. Alin A., Basu, A. (2013) “ Robust Confidence Regions for Multinomial Probabilities”, Journal of Statistical Computational and Simulation, In print.

                                                                                                                                                    

Peer Reviewed Conference Proceedings

  1. Alin, A., “Tek Tekrarlı iki Yönlü Tablolarda Etkileşim (Toplanamazlik) Testi (Testing Nonadditivity in Two-Way Tables with No Replication)” Proceedings of 4. Statistics Days Symposiums, pp. 399-406, Kusadasi,Izmir,Turkey, 20-21 May, 2004.
  2. Alin, A. & Kurt, s. “Ordinary and Penalized Power-Divergence Test Statistics in Two-Way Contingency Tables”, Proceedings of The International Conference on Modelling and Simulation, pp. 771-776,Konya,Turkey, August 28-30, 2006.
  3. Alin, A. “ A Note on Penalized  Power-Divergence Test Statistics”, Proceedings of The XXI. International Conference on Computer, Electrical, and Systems Science, and Engineering, CESSE 2007, pp. 60-65, Vienna, Austria, May 25-27, 2007.
  4. Bulut, E. & Alin, A. “ Temel Bileşenler Regresyonu ve Kısmi En Küçük Kareler Regresyonu Metotlarının Karşılaştırılması (Comparison of Principle Component Regression and Partial Least Squares Regression)”, 5. Statistics Conference, pp. 239-248, MARITIM Pine Beach Resort Hotel, Belek, Antalya, Turkey, 20-24 May, 2007.

Book Chapters

  1. Alin, A. (2008) “Partial Least Squares Regression”, In Applied Brain Biophysics and Multidisciplinary Approach, ed. M. Özgören, A. Öniz, 251-272., D.E.U. Press, İzmir; 2009. ISBN:978-975-441-259-8.