PUBLICATIONS

Fernando A. Quintana


  1. del Pino, G., Quintana, F., and Rodríguez, W. (1991). ``Parametrization in Factorial Generalized Linear Models''. Brazilian Journal of Statistics, 5(2), 103-134.

  2. Martínez, S. and Quintana, F. (1991). ``On a test for generalized upper truncated Weibull distributions''. Statistics and Probability Letters, 12(4), 273-279.

  3. De Smet, A.A., Norris, M.A., Yandow, D.R., Quintana, F. A., Graf, B.K, and Keene, J.S. (1993). ``MR Diagnosis of Meniscal Tears of the Knee: Importance of High Signal in the Meniscus That Extends to the Surface''. American Journal of Radiology, 161, 101-107.

  4. Tuite, M.J., Yandow, D.R., De Smet, A.A., Orwin, J.S. and Quintana, F. A. (1994). ``Diagnosis of Partial and Complete Rotator Cuff Tears Using Combined Gradient Echo and Spin Echo Imaging''. Skeletal Radiology, 23, 541-545.

  5. Quintana, F. A. (1994). ``Algunos avances recientes en Computación Estadística''. Journal of the Chilean Statistical Society 11 (1,2), 29-62. Also available as compressed postscript.

  6. Tuite M.J., Yandow D.R,, De Smet A.A., Orwin J.F. and Quintana F. A. (1995) ``Effect of field of view on MR diagnosis of rotator cuff tears''. Skeletal Radiology, 24(7), 495-498.

  7. Bianco, J.A., Pyzalski, R.W., Pyzalska, D.M., Sebree, L.A., Hegge, J. and Quintana, F. A. (1996). ``Blood Flow Distribution in Necrotic versus Nonnecrotic Rabbit Hearts''. General Cardiology, 87, 294-299.

  8. Quintana, F. and Tam, W. (1996). ``Bayesian estimation of Beta-binomial models by simulating posterior densities''. Also as Technical Report PUC/FM-96/1. Revista de la Sociedad Chilena de Estadística, 13 (1,2), 43-56. Available as compressed postscript.

  9. Quintana, F. and Newton, M.A. (1998). ``Assessing the order of dependence for partially exchangeable binary sequences''. Journal of the American Statistical Association, 93(441), 194-202. Available as compressed postscript.

  10. Quintana, F. A. (1998). ``Nonparametric Bayesian analysis for assessing homogeneity in $ k\times l$ contingency tables with fixed right margin totals''. Also as Technical Report PUC/FM-96/7. Journal of the American Statistical Association, 93(443), 1140-1149. Available as compressed postscript.

  11. Newton, M. A., Quintana, F. A., and Zhang, Y. (1998). ``Nonparametric Bayes Methods Using Predictive Updating'', in Practical Nonparametric and Semiparametric Bayesian Statistics, Dey, D., Müller, P., and Sinha, D. (eds.), Springer-Verlag, New York, pp. 45-61.

  12. Quintana, F. A., Liu, J.S. and del Pino, G.E. (1999). ``Monte Carlo EM with Importance Reweighting and its Applications to Random Effects Models''. Also as Technical Report PUC/FM-97/2. Computational Statistics and Data Analysis, 29, 429-444. Available as compressed postscript.

  13. Iglesias, P.I. and Quintana, F. A. (1999). Discussion on ``Old and Recent Results on the Relationship Between Predictive Inference and Statistical Modelling Either in Nonparametric or Parametric form'' by E. Regazzini. In Bayesian Statistics 6, Proceedings of the Sixth Valencia International Meeting. Bernardo, J.M., Berger, J.O., Dawid, A.P. and Smith, A.F.M. (eds), 581-582.

  14. Quintana, F. A. Discussion on ``SORE Modeling for Clinical Trials: A Bayesian Perspective'' by A. Bouckaert and M. Mouchart. Revista de la Sociedad Chilena de Estadística. To appear.

  15. Newton, M.A. and Quintana, F. A. (1999). Discussion on ``Bayesian Nonparametric Inference for Random Distributions and Related Functions'' by Walker, S.G., Damien, P., Laud, P.W. and Smith, A.F.M. Journal of the Royal Statistical Society, B, 61, 522.

  16. Quintana, F. A. and Newton, M.A. (1999). ``Parametric partially exchangeable models for multiple binary sequences''. Also as Technical Report PUC/FM-96/9. Brazilian Journal of Probability and Statistics, 13(1), 55-76. Available as compressed postscript.

  17. Quintana, F. A. and Newton, M.A. (2000). ``Computational aspects of Nonparametric Bayesian analysis with applications to the modeling of multiple binary sequences''. Also as Technical Report PUC/FM-98/24. Journal of Computational and Graphical Statistics, 9(4), 711-737. Available as compressed postscript.

  18. San Martín, E. and Quintana, F. (2002). `` Consistency and Identifiability Revisited''. Also as Technical Report PUC/FM-07/2001. Brazilian Journal of Probability and Statistics, 16(1), 99 - 106. Available as compressed postscript.

  19. Iglesias, P.L. and Quintana, F. A. (2003). Discussion on ``Bayesian Clustering with Variable and Transformation Selections'' by Jun S. Liu, Junni L. Zhang, Michael J. Palumbo and Charles E. Lawrence. In Bayesian Statistics 7, Proceedings of the Seventh Valencia International Meeting. Bernardo, J.M., Bayarri, M.J. Berger, J.O., Dawid, A.P., Heckerman, D., Smith, A.F.M., and West. M. (eds), Oxford Univ. Press, New York, pp. 249-275.

  20. Quintana, F. A. and Iglesias, P.L. (2003). ``Bayesian Clustering and Product Partition Models''. Also as Technical Report PUC/FM-06/2000. Journal of the Royal Statistical Society Series B, 65(2), 557 - 574. Available as compressed postscript.

  21. Kottas, A., and Müller, P. and Quintana, F. (2003). ``A Nonparametric Bayesian Model for Multivariate Ordinal Data'' in Proceedings of the Joint Statistical Meetings, San Francisco, California, August 3-7, 2253-2257.

  22. Magnussen, S., Quintana, F. A., Nealis, V. and Hopkin, A. A. (2003). ``Testing for Temporal Dependence of Pollen Cone Production in Jack Pine (Pinus banksiana Lamb.)'' in Modelling Forest Systems, Amaro, A., Reed, D. and Soares, P. (eds.), San Diego Technical Books, San Diego, pp. 123-130.

  23. Quintana, F. and Müller, P. (2004). ``Nonparametric Bayesian Assessment of the Order of Dependence for Binary Sequences''. Journal of Computational and Graphical Statistics, 13 (1), 213 - 231. Also as Technical Report PUC/FM-06/2001. Available as compressed postscript.

  24. Quintana, F. and Müller, P. (2004). ``Optimal Sampling for Repeated Binary Measurements''. Canadian Journal of Statistics, 32(1), 73-84. Available as pdf.

  25. Arellano-Valle, R. and Gómez, H. and Quintana, F. (2004). ``A New Class of Skew-Normal Distributions''. Communications in Statistics, Series A, 33(7), 1465-1480. Available as pdf.

  26. Müller, P., Quintana, F. and Rosner, G. (2004). ``A method for combining inference across related nonparametric Bayesian models.'' Journal of the Royal Statistical Society, Series B, 66(3), 735-749. Also as Technical Report PUC/FM-99/6. Available as compressed postscript.

  27. Müller, P. and Quintana, F. A. (2004). ``Nonparametric Bayesian Data Analysis''. Statistical Science, 19(1), 95-110. Available as pdf.

  28. Iglesias, P. and Orellana, Y. and Quintana, F. (2004). ``Nonparametric Bayesian Modeling Using Skewed Dirichlet Process'' Proceedings of the Joint Statistical Meetings, Toronto, Canada, August 8-12, 92-96.

  29. Gómez, H. and Arellano-Valle, R. and Quintana, F. (2005). ``Statistical Inference for A General Class of Asymmetric Univariate Distributions''. Journal of Statistical Planning and Inference, 128 (2), 427-443. Available as pdf.

  30. Quintana, F. and Iglesias, P. and Galea, M. (2005). ``Bayesian Robust Estimation of Systematic Risk Using Product Partition Models in the Chilean Stock Markets''. Applied Financial Economic Letters, 1, 313-320. Available as pdf.

  31. Müller, P. and Kottas, A. and Quintana, F. (2005). ``Nonparametric Bayesian modeling for multivariate ordinal data''. Journal of Computational and Graphical Statistics, 14 (3), 610-625. Available as pdf.

  32. Bolfarine, H., Iglesias, P. and Quintana, F. (2005). ``Bayesian Identification of Outliers and Change-Points in Measurement Error Models''. Advances in Complex Systems, 8 (4), 433-449. Available as pdf.

  33. Quintana, F. (2006). ``A predictive view of Bayesian clustering''. Journal of Statistical Planning and Inference, 136, 2407-2429. Available as pdf.

  34. Quintana, F. and Silva, A. (2006) ``Testing for Differences Among Discrete Distributions: An Application of Model-Based Clustering''. Brazilian Journal of Probability and Statistics, 20, 141-152. Available as pdf.

  35. de la Cruz, R. and Quintana, F. A. and Müller, P. (2007) ``Semiparametric Bayesian Classification with Longitudinal Markers''. Applied Statistics (Journal of the Royal Statistical Society, Series C), 56 (2), 119-137. Available as pdf.

  36. Gómez, H. and Quintana, F. and Torres, F. (2007) ``A New Family of Slash-Distributions with Elliptical Contours''. Statistics and Probability Letters 77 (7), 717-725. Available as pdf.

  37. de la Cruz, R. and Quintana, F. (2007) ``A model-based approach to Bayesian classification with applications to predicting pregnancy outcomes from longitudinal $ \beta$-hCG profiles''. Biostatistics, 8 (2), 228-238. Available as pdf.

  38. Müller, P. and Quintana, F. and Rosner, G. (2007) ``Semiparametric Bayesian Inference for Multilevel Repeated Measurement Data''. Biometrics, 63(1), 280-289. Available as pdf.

  39. Newton, M.A. and Quintana, F. A. and den Boon, J.A. and Sengupta, S. and Ahlquist, P. (2007). ``Random-set methods identify distinct aspects of the enrichment signal in gene-set analysis''. The Annals of Applied Statistics, 1(1), 85-106. Also as UW Madison Statistics Department Technical Report #1130. Available as pdf.

  40. De la Cruz-Mesía, R. and Quintana, F. A. and Marshall, G. (2008) ``Model Based Clustering for Longitudinal Data''. Computational Statistics and Data Analysis, 52(3), 1441-1457. Available as pdf.

  41. Navarrete, C. and Quintana, F. A., and Müller, P. (2008). ``Some Issues on Nonparametric Bayesian Modeling Using Species Sampling Models''. Statistical Modelling International Journal, 8(1), 3-21. Available as pdf.

  42. Quintana, F. A. and Müller, P., Rosner, G. L., and Munsell, M. (2008). ``Semi-parametric Bayesian Inference for Multi-Season Baseball Data''. Bayesian Analysis, 3(2), 317-338. Available as pdf.

  43. Jara, A., Quintana, F. A., and San Martín, E. (2008) ``Linear mixed models with skew-elliptical distributions: A Bayesian approach''. Computational Statistics and Data Analysis. 52(11), 5033-5045. Available as pdf.

  44. Quintana, F. and Müller, P. and Rosner, G. and Relling, M.V. (2008). ``A semiparametric Bayesian model for repeatedly repeated binary measurements''. Applied Statistics. 57(4), 419-431. Available as pdf.

  45. Iglesias, P. and Orellana, Y. and Quintana, F. (2009). ``Nonparametric Bayesian Modeling Using Skewed Dirichlet Process''. Journal of Statistical Planning and Inference, 139(3), 1203-1214. Available as pdf.

  46. Elal-Olivero, D. and Gómez, H.W. and Quintana, F. A. (2009). ``Bayesian Modeling Using a Class of Bimodal Skew-Elliptical Distributions''. Journal of Statistical Planning and Inference, 139(4), 1484-1492. Available as pdf.

  47. Marshall, G. and De la Cruz-Mesía, R. and Quintana, F. A. and Barón A. E. (2009). ``Discriminant Analysis for Longitudinal Data with Multiple Continuous Responses and Possibly Missing Data''. Biometrics, 65(1), 69-80. Available as pdf.

  48. Quintana, F. A. and Steel, M.F.J. and Ferreira, J.T.A.S. (2009). ``Flexible Univariate Continuous Distributions''. Bayesian Analysis, 4(3), 497-522. Available as pdf.

  49. Quintana, F. A. and Müller (2009). Discussion on ``Hierarchical Bayesian Modeling of Hitting Performance in Baseball'', by Shane T. Jensen, Blakeley B. McShane and Abraham J. Wyner, Bayesian Analysis, 4(4), 665-668. Available as pdf.

  50. Müller, P. and Quintana, F. A. (2010) ``Random Partition Models with Regression on Covariates''. Journal of Statistical Planning and Inference, 140(10), 2801-2808. Available as pdf.

  51. Müller, P. and Quintana, F. A. (2010). ``More Nonparametric Bayesian Models for Biostatistics'', in Bayesian Nonparametrics, Hjort, N., Holmes, C., Müller, P., and Walker, S. (eds.), Cambridge University Press, Cambridge, pp. 277-294. Available as pdf.

  52. Quintana, F. A. (2010). ``Linear Regression with a Dependent Skewed Dirichlet Process''. Chilean Journal of Statistics, 1(2), 35-49. Available as pdf.

  53. Jara, A. and Lesaffre, E. and De Iorio, M. and Quintana, F. A. (2010). ``Bayesian Semiparametric Inference for Multivariate Doubly-Interval-Censored Data''. Annals of Applied Statistics, 4(4), 2126-2149. Available as pdf. Here is a supplementary material file.

  54. Navarrete, C. and Quintana, F. A. (2011) ``Similarity Analysis in Bayesian Random Partition Models''. Computational Statistics and Data Analysis, 55(1) 97-109. Available as pdf.

  55. Müller, P. and Quintana, F. A. and Rosner, G. L. (2011) ``A Product Partition Model with Regression on Covariates''. Journal of Computational and Graphical Statistics, 20(1), 260-278. Available as pdf.

  56. Jara, A. and Hanson, T. and Quintana, F. and Müller, P. and Rosner, G. (2011) ``DPpackage: Bayesian Non- and Semi-parametric Modelling in R''. Journal of Statistical Software, 40(5), 1-30. Available as pdf.

  57. De la Cruz-Mesía, R. and Marshall, G. and Quintana, F. A. (2011) ``Logistic regression when covariates are random effects from a non-linear mixed model''. Biometrical Journal, 53(5), 735-749. Available as pdf.

  58. Gutiérrez, L. and Quintana, F. A. and von Baer, D. and Mardones, C. (2011) ``Multivariate Bayesian Discrimination for Varietal Authentication of Chilean Red Wine''. Journal of Applied Statistics, 38(10), 2099-2109. Available as pdf.

  59. Griffin, J. and Quintana, F. A. and Steel, M. F. J. (2011) ``Flexible and Nonparametric Modelling'', in Handbook of Bayesian Econometrics, J. Geweke, G. Koop and H. Van Dijk (eds.), Oxford University Press, Oxford, pp. 125-182.

  60. Giardina, F. and Guglielmi, A. and Ruggeri, F. and Quintana, F. A. (2011) ``Bayesian First Order Autoregressive Latent Variable Models for Multiple Binary Sequences''. Statistical Modelling International Journal, 11(6), 471-488. Available as pdf.

  61. Gutiérrez, L. and Quintana, F. A. (2011) ``Multivariate Bayesian Semiparametric Models for Authentication of Food and Beverages''. Annals of Applied Statistics, 5(4), 2385-2402. Available as pdf.

  62. Barrientos, A.F., and Jara, A., and Quintana, F. A. (2012) ``On the support of MacEachern's dependent Dirichlet processes''. Bayesian Analysis, 7(2), 277 - 310. Available as pdf.

  63. Leon-Novelo, L. and Nebiyou Bekele, B. and Müller, P. and Quintana, F. A. and Wathen, K. (2012) ``Borrowing Strength with Non-Exchangeable Priors over Subpopulations''. Biometrics, 68(2), 550-558. Available as pdf.

  64. Ji, Y. and Mitra, R. and Quintana, F. A., and Müller, P. and Jara, A. and Liu, P. and Lu, Y. and Liang, S. (2012) ``BM-BC: A Bayesian method of base calling for Solexa sequence data''. BMC Bioinformatics, 13(Suppl 13):S6, 1-9. Available as pdf.

  65. Di Lucca, M.A., and Guglielmi, A. and Müller, P. and Quintana, F. A. (2013) ``A simple class of Bayesian nonparametric autoregression models''. Bayesian Analysis, 8(1), 63-88. Available as pdf.

  66. Lee, J., and Quintana, F.A., and Müller, P., and Trippa, L. (2013) ``Defining Predictive Probability Functions for Species Sampling Models''. Statistical Science, 28(2), 209-222. Available as pdf.

  67. Jara, A., and Nieto-Barajas, L. and Quintana, F. A. (2013) ``A time series model for responses on the unit interval''. Bayesian Analysis, 8(3), 723-740.

  68. Gutiérrez, L., and Quintana, F. A. ``Optimal Information in Authentication of Food and Beverages''. Statistical Modelling International Journal, 14(2), 179-204. Available as pdf.

  69. Müller, P., and Quintana, F. A., and Rosner, G. L., and Maitland, Michael L. (2014) ``Bayesian Inference for Longitudinal Data with Nonparametric Treatment Effects''. Biostatistics, 15(2), 341-352. Available as pdf.

  70. González, J. and Barrientos, A. F. and Quintana, F. A. (In press) ``A Dependent Bayesian Nonparametric Model for Test Equating'', in New Developments in Quantitative Psychology. Presentations from the 78th Annual Psychometric Society Meeting. Millsap, R.E., Bolt, D.M., van der Ark, L.A., Wang, W.-C. (Eds.) Series: Springer Proceedings in Mathematics & Statistics, Vol. 89.



Work submitted to publication and still under Review

  1. Quintana, F. A. and Müller, P., and Papoila, A. L. ``Cluster-specific variable selection for product partition models''. Available as pdf.

  2. Barrientos, A. F., and Jara, A., and Quintana, F. A. ``Fully nonparametric regression for bounded data using dependent Bernstein polynomials''. Available as pdf. Here is a supplementary material file.

  3. Quintana, F. A., and Johnson, W. O. and Waetjen, E. and Gold, E. ``Bayesian Nonparametric Longitudinal Data Analysis with Embedded Autoregressive Structure: Application to Hormone Data''.

  4. Rodríguez, A., and Quintana, F. A. ``On species sampling sequences induced by residual allocation models''.

  5. Page, G. L., and Quintana, F. A. ``Clustering heterogeneous functions via shape and subject-specific covariates''. Available as pdf.

  6. Barrientos, A. F. and Jara, A. and Quintana, F. A. ``Bayesian density estimation for compositional data using random Bernstein polynomials''.

  7. Quintana, F. A. and Marshall, P. ``A Bayesian Non-Parametric Pareto/NBD Model''.

  8. Leiva-Yamaguchi, V. and Quintana, F. A. ``A Semiparametric Bayesian Model for Multiple Monotonically Increasing Count Sequences''. Available as pdf.

  9. González, J. and Barrientos, A. F. and Quintana, F. A. ``Bayesian Nonparametric Estimation of Test Equating Functions with Covariates''. Available as pdf.



2014-08-15