Adriano Zanin Zambom's home page

**Publications: **

PUBLISHED PAPERS:

- ZAMBOM, A. Z. and Kim, S. (2017) A Nonparametric Test for Heteroscedasticity in Multivariate Regression. Accepted at The Canadian Journal of Statistics.
- 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.
- 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.
- Kim, S. and ZAMBOM, A.Z. (2016) A Nonparametric Hypothesis Test for Heteroscedasticity. Journal of Nonparametric Statistics, v. 28, pp. 752-767.
- 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
- 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.
- 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.
- 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.
- ZAMBOM, A. Z. and Akritas, M. G. (2015) Nonparametric Significance Testing and Group Variable Selection. Journal of Multivariate Analysis, v. 133, pp. 51-60.
- ZAMBOM, A. Z. and Akritas, M. G. (2014). Nonparametric Lack-of-fit Testing and Consistent Variable Selection. Statistica Sinica, v. 24, pp. 1837-1858.
- ZAMBOM, A. Z. and Dias, R. (2013) A Review of Kernel Density Estimation with Applications to Econometrics. International Econometric Review, v. 5, pp. 20.
- 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.
- 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:

- ZAMBOM, A. Z. and Kim*, J. (2017) Testing for Additivity in Nonparametric Heteroscedastic Regression Models. Under review at Journal of Statistical Planning and Inference.
- 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.
- ZAMBOM, A. Z. (2016) Optimal robot path planning in the presence of moving obstacles. Under review at International Journal of Robotics and Automation.
- 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.
- ZAMBOM, A. Z., and Akritas, M. G. (2016) Hypothesis Testing Sure independence Screening for Nonparametric Regression. Under review at Scandinavian Journal of Statistics.

PROJECTS: