Adriano Zanin Zambom's home page


Publications:



PUBLISHED PAPERS:
  1. ZAMBOM, A. Z. and Kim, S. (2017) A Nonparametric Test for Heteroscedasticity in Multivariate Regression. Accepted at The Canadian Journal of Statistics.

  2. ZAMBOM, A. Z. and Ravikumar, P. (2017) A comparative study of additive and nonparametric regression estimators and variable selection procedures. International Journal of Mathematical, Computational, Physical, Electrical and Computer Engineering, v. 11, n. 3.

  3. ZAMBOM, A. Z. and Kim, S. (2017) Lag selection and Model Validation in Nonparametric Autoregressive Conditional Heteroscedastic models. Journal of Statistical Planning and Inference, v. 186, pp. 13-27.

  4. Kim, S. and ZAMBOM, A.Z. (2016) A Nonparametric Hypothesis Test for Heteroscedasticity. Journal of Nonparametric Statistics, v. 28, pp. 752-767.

  5. ZAMBOM, A. Z. and Akritas, M. G. (2016). NonpModelCheck: An R Package for Nonparametric Lack-of-Fit Testing and Variable Selection. Journal of Statistical Software, vol. 77, issue 10. http://dx.doi.org/10.18637/jss.v077.i10

  6. Collazos, J. A. A., Dias, R. and ZAMBOM, A. Z. (2016). Consistent Variable Selection for Functional Regression Models. Journal of Multivariate Analysis. v. 146, pp. 63-71.

  7. ZAMBOM, A. Z., Collazos, J. A. A. and Dias, R. (2016) Constrained Optimization with Stochastic Feasibility Regions Applied to Vehicle Path Planning. Journal of Global Optimization, v. 64, pp. 803-823.

  8. Souza, A. Z. Z., ZAMBOM, A. Z., Abboud, K.Y., Reis, S.K., Tannihao, F., Guadagnini, D., Saad, M.J.A. and Prada, P.O. (2015) Oral Supplementation with L-Glutamine Alters Gut Microbiota of Obese and Overweight Human Adults: A Pilot Study. Nutrition, v. 31(6), 884-889.

  9. ZAMBOM, A. Z. and Akritas, M. G. (2015) Nonparametric Significance Testing and Group Variable Selection. Journal of Multivariate Analysis, v. 133, pp. 51-60.

  10. ZAMBOM, A. Z. and Akritas, M. G. (2014). Nonparametric Lack-of-fit Testing and Consistent Variable Selection. Statistica Sinica, v. 24, pp. 1837-1858.

  11. ZAMBOM, A. Z. and Dias, R. (2013) A Review of Kernel Density Estimation with Applications to Econometrics. International Econometric Review, v. 5, pp. 20.

  12. Dias, R., Garcia, N.L. and ZAMBOM, A. Z. (2012) Monte Carlo Algorithm for Trajectory Optimization based on Markovian Readings. Computational Optimization and Applications. v. 51, pp. 305-321.

  13. Dias, R., Garcia, N.L. and ZAMBOM, A. Z. (2010) A Penalized Nonparametric Method for Nonlinear Constrained Optimization based on Noisy Data. Computational Optimization and Applications. v. 45, pp. 521-541.



SUBMITTED PAPERS:
  1. ZAMBOM, A. Z. and Kim*, J. (2017) Testing for Additivity in Nonparametric Heteroscedastic Regression Models. Under review at Journal of Statistical Planning and Inference.

  2. ZAMBOM, A. Z., Seguin, B. and Zhao, F (2017) Robot Path Planning in a Stochastic Dynamic Environment. Under review at IEEE Transactions on Automatic Control.

  3. ZAMBOM, A. Z. (2016) Optimal robot path planning in the presence of moving obstacles. Under review at International Journal of Robotics and Automation.

  4. ZAMBOM, A. Z., Collazos, J. A. A. and Dias, R. (2016) Functional data clustering via hypothesis testing K-means. Under review at Computational Statistics and Data Analysis.

  5. ZAMBOM, A. Z., and Akritas, M. G. (2016) Hypothesis Testing Sure independence Screening for Nonparametric Regression. Under review at Scandinavian Journal of Statistics.

PROJECTS:
  1. Dynamic Robot Path Planning