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

• ME173B (Link)
• ME323D (Link)

Students

• Sergio Luis Mercado Londoño - Doctor - 2018.
• Marcio Viola - Doctor - 2011.
• Karina Yaginuma - Master - 2010.

Publications

Publications

Selected Publications

• García, J. E.; González-López, V. A. (2020)
  Random Permutations, Non-Decreasing Subsequences and Statistical Independence
  Symmetry, 12(9).
• Cordeiro, M. T. A.; García, J. E.; González-López, V. A.; Londoño, S. L. M. (2020)
  Partition Markov model for multiple processes
  Mathematical Methods in the Applied Sciences, v. 43, Issue 13, p. 7677-7691.
• 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.
• García, J. E.; González-López, V. A. (2017)
  Consistent Estimation of Partition Markov Models
  Entropy, 19(4), 160.
• Fernández, M.; García, J. E.; González-López, V. A. (2017)
  A copula-based partition Markov procedure
  Communications in Statistics. Theory and Methods.
  
• García, Jesus E.; González-López, V. A.; Nelsen, R. B. (2016)
  The Structure of the Class of Maximum Tsallis-Havrda-Chavát Entropy Copulas
  Entropy. 2016, 18 (7), 264. link.
• García, Jesus E.; González-López, V. A.
  Independence tests for continuous random variables based on the longest increasing subsequence.
  Journal of Multivariate Analysis. 2014, Vol. 127, 126-146. (link).
• García, Jesus E.; Gonzalez-Lopez, VA; Viola, MLL;
  Robust model selection for stochastic processes.
  Communications in Statistics-Theory and Methods. 2014, Vol 43 10-12, 2516-2526.
  
• García, Jesus E.; Gonzalez-Lopez, V. A. and Nelsen, R.
  A New Index to Measure Positive Dependence in Trivariate Distributions.
  Journal of Multivariate Analysis. 2013, Vol. 115, 481–495. (link).
• Galves, A., Galves, C., Garcia, Jesus E., Garcia, N. L. and Leonardi, F.
  Context tree selection and linguistic rhythm retrieval from written texts.
  Annals of Applied Statistics. 2012, Vol. 6, No. 1, 186–209. (Link).
• Garcia, Jesus E., Krug, J.
  Asymmetric particle systems on R.
  Journal of Statistical Physics 99, 2000.

Publications

• 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.
• García, J. E.; Gholizadeh, R.; González-López, V. A.(2018)
  Stochastic Distance between Burkitt Lymphoma/Leukemia Strains
  Demography and Health Issues, 143.
• Fernández, M.; García, J. E.; González-López, V. A.; Romano, N.(2018)
  Bayesian sensitivity analysis for asymmetric copulas with cubic sections
  AIP Conference Proceedings, v. 1978, 170002.
• 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, v. 1978, 170003.
• García, J. E.; González-López, V. A.; Kubo de Andrade, F. H.(2018)
  Inspecting discrepancies between industrial processes
  AIP Conference Proceedings, v. 1978, 170004.
• García, J. E.; Gholizadeh, R.; González-López, V. A.(2017)
  Linguistic compositions highly volatile in Portuguese
  Cadernos de Estudos Linguisticos, 59(3), 617.
• García, J. E.; González-López, V. A. (2017)
  Consistent Estimation of Partition Markov Models
  Entropy, 19(4), 160.
• Fernández, M.; García, J. E.; González-López, V. A. (2017)
  A copula-based partition Markov procedure
  Communications in Statistics. Theory and Methods.
  
• García, J. E.; Gholizadeh, R.; González-López, V. A. (2017)
  Stochastic Distance between Burkitt Lymphoma/Leukemia Strains (forthcoming) Demography and Health Issues - Population Aging, Mortality and Data Analysis in "The Springer Series on Demographic Methods and Population Analysis".
• Fernández, M.; García, J. E.; González-López, V. A.; Viola, M. L. L. (2017)
  Full Interaction Partition Estimation in Stochastic Processes
  Stochastic Modelling and Applications, 21(1), 31.
• Fernández, M.; García, J. E.; González-López, V. A.; Romano, N. (2017)
  Right tail increasing dependence between scores
  AIP Conference Proceedings.
  14th international conference of numerical analysis and applied mathematics, v. 1863, 220004
• García, J. E.; González-López, V. A.; Kubo de Andrade, F. H. (2017)
  Dissimilarity between Markovian processes applied to industrial processes
  AIP Conference Proceedings.
  14th international conference of numerical analysis and applied mathematics, v. 1863, 220002
• García, J. E.; González-López, V. A.(2016)
  Markov Partition Models for Epstein Barr Virus
  Stochastic and Data Analysis Methods and Applications in Statistics and Demography (in chapter 5, page 217).
• García, J. E.; González-López, V. A. (2016)
  Optimal Partition of Markov Models and Automatic Classification of Languages
  Stochastic and Data Analysis Methods and Applications in Statistics and Demography (in chapter 5, page 207).
• 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.
• García, J. E.; González-López, V. A.; Simis, M.; Terranova, T.; Battistella, L.R. (2016)
  A New Test in the Longest Increasing Subsequence Family of Independence Tests
  Stochastic Modelling and Applications, 20(1), 35-53.
• Recchia, Daniela R; Ostermann, Thomas; Garcia, J. E. (2016)
  Surprise, p-value, s-value and a diagnostic procedure to detect not informative experiments
  AIP Conference Proceedings,1738,1,140003,2016.
• García, J. E.; González-López, V. A. (2016)
  Independence Test for Sparse Data
  AIP Conference Proceedings.
  13th international conference of numerical analysis and applied mathematics, v. 1738, 140002
• García, J. E.; González-López, V. A.; Viola, M. L. L. (2016)
  Copula-Based Analysis of Rhythm
  AIP Conference Proceedings.
  13th international conference of numerical analysis and applied mathematics, v. 1738, 140004
• García, J. E.; González-López, V. A.; Hirsh, I. D. (2016)
  Copula-Based Prediction of Economic Movements
  AIP Conference Proceedings.
  13th international conference of numerical analysis and applied mathematics, v. 1738, 140005
• García, J. E.; González-López, V. A. (2015)
  Detecting regime changes in Markov models
  New Trends in Stochastic Modeling and Data Analysis (in chapter 2, page 103).
• Fernández, M.; García, J. E.; González-López, V. A. (2015)
  Multivariate Markov chain predictions adjusted with copula models
  New Trends in Stochastic Modeling and Data Analysis (in chapter 8, page 389).
• Ostermann, Thomas; Recchia, Daniela R; Garcia, J. E. (2014)
  Von der klinischen zur personalisierten Evidenz: ein Methodenvorschlag
  Deutsche Zeitschrift für Onkologie,46,4,163-166,2014, Karl F. Haug Verlag
• García, J. E.; González-López, V. A. (2014)
  Independence tests for continuous random variables based on the longest increasing subsequence.
  Journal of Multivariate Analysis, v. 127 p. 126-146.
• García, J. E.; González-López, V. A. and Viola, M. L. L. (2014)
  Robust Model Selection for Stochastic Processes.
  Communications in Statistics. Theory and Methods v. 43, Issue 10-12, p. 2516-2526.
• 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 v. 43, Issue 10-12, p. 2034-2044.
• Garcia, Jesus E.; Fernández, M.(2013)
  Copula based model correction for bivariate Bernoulli financial series
  AIP Conference Proceedings,1558,1,1487-1490,2013,AIP
• 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, v. 115, p. 481-495.
• Galves, Antonio; Galves, Charlotte; García, Jesús E; Garcia, Nancy L; Leonardi, Florencia (2012)
  Context tree selection and linguistic rhythm retrieval from written texts
  The Annals of Applied Statistics,6,1,186-209,2012
• García, J. E.; González-López, V. A.; Viola, M. L. L.(2012)
  Robust model selection and the statistical classification of languages.
  AIP Conference Proceedings: 11th Brazilian Bayesian Statistics Meeting. v. 1490. p. 160-170.
• García, J. E., González-López, V. A., Viola, M. L. L. (2012)
  Model selection for multivariate stochastic processes
  Proceedings of the Fifth Workshop on Information Theoretic Methods in Science and Engineering. Amsterdam. v.1. p.69 - 71
• García, J. E., González-López, V. A., Viola, M. L. L.(2012)
  Robust model selection for stochastic processes
  Proceedings of the Fifth Workshop on Information Theoretic Methods in Science and Engineering. Amsterdam. v.1. p.79 - 81
• García, J. E., González-López, V. A.(2011)
  Minimal Markov Models
  Proceedings of the Fourth Workshop on Information Theoretic Methods in Science and Engineering. Helsinki. v.1. p.25 - 28
• García, J. E., González-López, V. A. (2010)
  Minimal Markov Models
  ArXiv.org
• García, J. E., González-López, V. A. (2009)
  A nonparametric independence test using random permutations
  ArXiv.org.
• 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.
• Cassandro, Marzio; Collet, Pierre; Duarte, Denise; Galves, Antonio; Garcia, Jesus (2007)
  A stochastic model for the speech sonority,Mathématiques et sciences humaines,,180,43-56.
• Galves, Antonio; Garcia, Jesus; Duarte, Denise; Galves, Charlotte (2002)
  Sonority as a basis for rhythmic class discrimination
  Speech Prosody 2002.
• Garcia, Jesus; Gut, Ulrike; Galves, Antonio (2002)
  Vocale-a semi-automatic annotation tool for prosodic research
  Speech Prosody 2002
• Krug, J; Garcia, J; (2000)
  Asymmetric particle systems on R,Journal of Statistical Physics
  99,1,31-55.

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)