Jesus E. Garcia		          

Jesus Enrique Garcia

Department of Statistics
University of Campinas
Phone: 55 19 35216063
Email: jg@ime.unicamp.br

Address:
IMECC - UNICAMP
Rua Sergio Buarque de Holanda, 651
Cidade Universitária
CEP 13083-859
Campinas. SP. Brasil

Google scholar citations

Teaching

Students

  • Orlando da Cunha Vasconcellos Neto - Master - 2024
  • Sergio Luis Mercado Londoño - Doctor - 2018
  • Marcio Viola - Doctor - 2011
  • Karina Yaginuma - Master - 2010

Publications

  1. García, J. E., González-López, V. A., & Gomez Sanchez, J. I. (2024). A Metric Based on the Efficient Determination Criterion. Entropy, 26(6), 526.
  2. Hernández, N., Galves, A., García, J. E., Gubitoso, M. D., & Vargas, C. D. (2024). Probabilistic prediction and context tree identification in the goalkeeper game. Scientific Reports, 14(1), 15467.
  3. Viola, M. L., & García, J. E. (2024). Independence's partition of the set of coordinates of a multivariate Markov chain. AIP Conference Proceedings, 3094(1).
  4. Cabral-Passos, P. R., Galves, A., Garcia, J. E., & Vargas, C. D. (2024). Response times are affected by mispredictions in a stochastic game. Scientific Reports, 14(1), 8446.
  5. García, J. E., González-López, V. A., & Alvaro, M. M. K. (2023). Statistical dependence and shape of Young tableau. 4open, 6, 4.
  6. García, J. E., & González-López, V. A. (2023). A Stochastic Characterization of Omicron Variant of SARS-CoV 2 Virus. Quantitative Demography and Health Estimates, 91-104.
  7. Viola, M. L., García, J. E., & González-López, V. A. (2023). Markovian structure of interaction for three indicators of linguistic rhythm. AIP Conference Proceedings, 2849(1).
  8. García, J. E., González-López, V. A., & Tasca, G. H. (2023). Comparison between genomic sequences of SARS-CoV 2 virus: Original versus P. 1 variant. AIP Conference Proceedings, 2849(1).
  9. García, J. E., González-López, V. A., & Tasca, G. H. (2023). Huffman coding and minimal Markov models to improve the data compression. AIP Conference Proceedings, 2849(1).
  10. Cabral-Passos, P. R., Galves, A., Garcia, J. E., & Vargas, C. D. (2023). What comes next? response times are affected by mispredictions in a stochastic game. arXiv preprint arXiv:2309.09813.
  11. García, J. E., González-López, V. A., & Viola, M. L. (2022). Conditional independence between Markov random fields. American Institute of Physics Conference Series, 2425(1), 420002.
  12. García, J. E., González-López, V. A., & Tasca, G. H. (2022). A stochastic inspection about genetic variants of Covid-19 circulating in Brazil during 2020. AIP Conference Proceedings, 2425(1).
  13. García, J. E., González-López, V. A., & Tasca, G. H. (2022). Stochastic Comparison Between the Original SARS-CoV 2 Genetic Structure and SARS-CoV 2-P. 1 Variant. Quantitative Methods in Demography, 63-75.
  14. García, J. E., González-López, V. A., & Tasca, G. H. (2022). Multiple partition Markov model for B. 1.1. 7, B. 1.351, B. 1.617. 2, and P. 1 variants of SARS-CoV 2 virus. Computational Statistics, 1-37.
  15. Tasca, G., Gonzalez-Lopez, V. A., Garcia, J. E., Moraes, R., Svartman, F., & Santos, V. (2022). Vocatives in Libolo Portuguese: the pitch range as a distinctive prosodic parameter.
  16. Viola, M. L., Garcia, J. E., & Gonzalez-Lopez, V. A. (2022). Using Markovian Structure of Interaction for computational discrimination of languages.
  17. García, J. E., González-López, V. A., Tasca, G. H., & Yaginuma, K. Y. (2021). An Efficient Coding Technique for Stochastic Processes. Entropy, 24(65), 1.
  18. García, J. E., & González-López, V. A. (2021). America's Zika Virus and Its Similarities with African and Asian Lineages. Quantitative Methods in Demography, 337-349.
  19. Fernández, M., García, J. E., Gholizadeh, R., & González‐López, V. A. (2020). Sample selection procedure in daily trading volume processes. Mathematical Methods in the Applied Sciences, 43(13), 7537-7549.
  20. Cordeiro, M. T. A., García, J. E., González‐López, V. A., & Mercado Londoño, S. L. (2020). Partition Markov model for multiple processes. Mathematical Methods in the Applied Sciences, 43(13), 7677-7691.
  21. García, J. E., Gholizadeh, R., & González‐lópez, V. A. (2020). Comparison of stochastic processes. Data Analysis and Applications 4: Financial Data Analysis and Methods, 6, 185-196.
  22. García, J. E., González-López, V. A., da Silva, H. H., & Silva, T. S. (2020). Risk of fraud classification. 4open, 3, 9.
  23. García, J. E., & González-López, V. A. (2020). Robust Minimal Markov Model for Dengue Virus Type 3. Demography of Population Health, Aging and Health Expenditures, 335-346.
  24. González-López, V., & García, J. E. (2020). IASC-LARS WEBINAR ON COMPUTATIONAL STATISTICS AND DATA SCIENCE.
  25. García, J. E., González-López, V. A., & Tasca, G. H. (2020). Partition Markov model for Covid-19 virus. 4open, 3, 13.
  26. García, J. E., Londoño, S. L. M., & Soares, T. (2020). Optimal model for a Markov chain with Markov covariates. AIP Conference Proceedings, 2293(1).
  27. García, J. E., & González-López, V. A. (2020). Random Permutations, Non-Decreasing Subsequences and Statistical Independence. Symmetry, 12(9).
  28. Cunha, C., Fernández, M., García, J. E., González-López, V. A., & Romano, N. (2019). A copula-based consistency analysis of education indicators. 4open, 2, 19.
  29. Cordeiro, M. T. A., García, J. E., González-López, V. A., & Londoño, S. L. M. (2019). Classification of autochthonous dengue virus type 1 strains circulating in Japan in 2014. 4open, 2, 20.
  30. Cordeiro, M. T. A., García, J. E., González-López, V. A., & Londoño, S. L. M. (2019). Stochastic profile of Epstein-Barr virus in nasopharyngeal carcinoma settings. 4open, 2, 25.
  31. García, J. E., & Londoño, S. L. M. (2019). Optimal model for a set of Markov processes. AIP Conference Proceedings, 2116(1).
  32. Fernández, M., García, J. E., & González-López, V. A. (2018). A copula-based partition Markov procedure. Communications in Statistics-Theory and Methods, 47(14), 3408-3417.
  33. García, J. E., Gholizadeh, R., & González López, V. A. (2018). Stochastic distance between Burkitt lymphoma/leukemia strains. Demography and Health Issues, 143-153.
  34. García, J. E., Gholizadeh, R., & González‐López, V. A. (2018). A BIC‐based consistent metric between Markovian processes. Applied Stochastic Models in Business and Industry, 34(6), 868-878.
  35. Fernández, M., García, J. E., González-López, V. A., Romano, N., & Tessler, J. F. (2018). Foreign exchange dependence through different copula models. AIP Conference Proceedings, 1978(1).
  36. García, J. E., González-López, V. A., & Kubo de Andrade, F. H. (2018). Inspecting discrepancies between industrial processes. International Conference of Numerical Analysis and Applied Mathematics, 1978(1), 170004.
  37. Fernández, M., García, J. E., González-López, V. A., & Romano, N. (2018). Bayesian sensitivity analysis for asymmetric copulas with cubic sections. AIP Conference Proceedings, 1978(1).
  38. García, J. E., & González-López, V. A. (2017). Consistent estimation of partition Markov models. Entropy, 19(4), 160.
  39. García, J. E., González-López, V. A., & de Andrade, F. H. (2017). Dissimilarity between Markovian processes applied to industrial processes. AIP Conference Proceedings, 1863(1).
  40. Fernández, M., García, J. E., González-López, V. A., & Romano, N. (2017). Right tail increasing dependence between scores. AIP Conference Proceedings, 1863(1).
  41. García, J. E., Gholizadeh, R., & González-López, V. A. (2017). Linguistic compositions highly volatile in Portuguese. Cadernos de Estudos Linguísticos, 59(3), 617-630.
  42. García, J. E., González-López, V. A., & de Andrade, F. H. K. (2017). Inspecting Discrepancies between Industrial Processes ICNAAM 2017.
  43. Recchia, D. R., Ostermann, T., & Garcia, J. E. (2016). Surprise, p-value, s-value and a Diagnostic Procedure to Detect Not Informative Experiments. International Conference of Numerical Analysis and Applied Mathematics 2015, 1738(1), 140003.
  44. García, J. E., González-López, V. A., & Hirsh, I. D. (2016). Copula-based prediction of economic movements. AIP Conference Proceedings, 1738(1).
  45. García, J. E., & González-López, V. A. (2016). Independence test for sparse data. AIP Conference Proceedings, 1738(1).
  46. García, J. E., González-López, V. A., & Viola, M. L. (2016). Copula-based analysis of rhythm. AIP Conference Proceedings, 1738(1).
  47. García, J. E., González-López, V. A., & Nelsen, R. B. (2016). The structure of the class of maximum Tsallis–Havrda–Chavát Entropy Copulas. Entropy, 18(7), 264.
  48. García, J. E. (2015). Combining multivariate Markov chains. AIP Conference Proceedings, 1648(1).
  49. Fernández, M., García, J. E., & González-López, V. A. (2015). Multivariate Markov chain predictions adjusted with copula models. SMTDA Book Series, 2015.
  50. García, J. E., & González-López, V. A. (2015). Independence tests based on the size of longest increasing subsequence.
  51. García, J. E., & González-López, V. A. (2015). Optimal partition of Markov models and automatic classification of languages 16th ASMDA Conference.
  52. Garcia, J. E., González-López, V. A., & Viola, M. L. (2014). ROBUST MODEL SELECTION FOR STOCHASTIC PROCESSES. Communications in Statistics-Theory and Methods, 43(10-12), 2516-2526.
  53. García, J. E., & González-López, V. A. (2014). Modeling of acoustic signal energies with a generalized Frank copula. A linguistic conjecture is reviewed. Communications in Statistics-Theory and Methods, 43(10-12), 2034-2044.
  54. García, J. E., & González-López, V. A. (2014). Independence tests for continuous random variables based on the longest increasing subsequence. Journal of Multivariate Analysis, 127, 126-146.
  55. Ostermann, T., Recchia, D. R., & Garcia, J. E. (2014). Von der klinischen zur personalisierten Evidenz: ein Methodenvorschlag. Deutsche Zeitschrift für Onkologie, 46(4), 163-166.
  56. Garcia, J. E., Gonzalez-Lopez, V. A., & Garcia, Maintainer J. E. (2014). Package 'LIStest'.
  57. García, J. E., González-López, V. A., & Nelsen, R. B. (2013). A new index to measure positive dependence in trivariate distributions. Journal of Multivariate Analysis, 115, 481-495.
  58. Garcia, J. E., & Fernández, M. (2013). Copula based model correction for bivariate Bernoulli financial series. AIP Conference Proceedings, 1558(1), 1487-1490.
  59. García, J. E., & González-López, V. A. (2013). Detecting regime changes in Markov models. Proceedings of The Sixth Workshop on Information Theoretic Methods in Science and Engineering.
  60. Galves, A., Galves, C., García, J. E., Garcia, N. L., & Leonardi, F. (2012). Context tree selection and linguistic rhythm retrieval from written texts. The Annals of Applied Statistics, 6(1), 186-209.
  61. García, J. E., González-López, V. A., & Viola, M. L. (2012). MODEL SELECTION FOR MULTIVARIATE STOCHASTIC PROCESSES. FIFTH WORKSHOP ON INFORMATION THEORETIC METHODS IN SCIENCE AND ENGINEERING, 68.
  62. García, J. E., González-López, V. A., & Viola, M. L. (2012). Robust model selection and the statistical classification of languages. AIP Conference Proceedings, 1490(1), 160-170.
  63. García, J. E., & González-López, V. A. (2011). Minimal Markov models. Fourth Workshop on Information Theoretic Methods in Science and Engineering, 25.
  64. Garcia, J. E., & Gonzalez-Lopez, V. A. (2010). Minimal Markov Models. arXiv preprint arXiv:1002.0729.
  65. Garcia, J. E., & González-López, V. A. (2009). A nonparametric independence test using random permutations. arXiv preprint arXiv:0908.2794.
  66. Cassandro, M., Collet, P., Duarte, D., Galves, A., & Garcia, J. (2008). An universal linear relation among acoustic correlates of rhythm. Unpublished MS. Retrieved, 29.
  67. Cuesta-Albertos, J., Fraiman, R., Galves, A., Garcia, J., & Svarc, M. (2007). Identifying rhythmic classes of languages using their sonority: a Kolmogorov-Smirnov approach. Journal of Applied Statistics, 34(6), 749-761.
  68. Cassandro, M., Collet, P., Duarte, D., Galves, A., & Garcia, J. (2007). A stochastic model for the speech sonority. Mathématiques et sciences humaines, 180, 43-56.
  69. Galves, A., Garcia, J., Duarte, D., & Galves, C. (2002). Sonority as a basis for rhythmic class discrimination. Speech Prosody 2002, International Conference.
  70. Garcia, J., Gut, U., & Galves, A. (2002). Vocale-a semi-automatic annotation tool for prosodic research. Speech Prosody 2002, International Conference.
  71. Krug, J., & Garcia, J. (2000). Asymmetric particle systems on ℝ. Journal of Statistical Physics, 99, 31-55.

Meetings

  • 16-th International Conference of Numerical Analysis and Applied Mathematics. (Slides)
    Rhodes, Greece. 2018.
  • 5th Stochastic Modeling Techniques and Data Analysis International Conference. (Slides)
    Chania, Greec. 2018.
  • The 3rd Latin American Conference on Statistical Computing (LACSC 2018). (Slides)
    San Jose, Costa Rica.
  • Thessaloniki, Greece. 2017.
    ICNNAM 2017 conference. (pdf)
  • London, UK. June, 2017.
    ASMDA 2017 conference. (pdf)
  • Rodhes, Greece. September, 2016.
    ICNNAM 2016 conference. (pdf)
  • University of Malta, Malta. June, 2016.
    SMTDA 2016 conference. (pdf)
  • Unicamp, Brasil. July, 2015.
    ISBIS 2015 conference. (pdf)
  • Piraeus, Greece. June, 2015.
    ASMDA 2015 conference. (pdf)
  • Rodhes, Greece. September, 2014.
    Speaker at the ICNAAM 2014 conference. (pdf)
  • Lisbon, Portugal. June, 2014.
    Speaker at the 3rd Stochastic Modeling Techniques and
    Data Analysis International Conference. (pdf)
  • Rodhes, Greece. September, 2013.
    Speaker at the ICNAAM 2013 conference. (pdf)
  • Tokyo, Japan. August 26-29, 2013.
    Speaker at the WITMSE 2013 conference. (pdf and pdf)
  • Manaus, Brazil. October 17 - 20, 2012.
    XXX Semana de Estatistica da UFAM.
  • Amsterdam, Netherlands. August 27-30, 2012.
    Speaker at the WITMSE 2012 conference.(link)
  • Recife, Brazil. August 06 - 11, 2012.
    Speaker at the XVI Brazilian School of Probability.(pdf)
  • Hong Kong, Hong Kong. December 28 - 31, 2011.
    Speaker at the ICAPS 2011.(pdf)
  • Helsinki, Finland. August 7-10, 2011.
    Speaker in a plenary session at the WITMSE 2011 conference.(pdf)
  • Sao Sebastiao, Brazil, July 3-9, 2011.
    Organizer of the "Jorma's Razor 2" Workshop on Chains and Systems with Interactions of Variable Range.
  • Maresias, Brazil, April 10-15, 2011.
    Speaker at the Fifth Brazilian Conference on Statistical Modeling in Insurance and Finance.(pdf)