Yoo, W. W. and the SciSport Collaboration (2018). SciSports: Learning football kinematics through two-dimensional tracking data. Proceedings of the 135th European Study Group Mathematics with Industry, 63-90. Paper.
(Kalman filter with Newtonian mechanics: R code | Deep generative networks, GAN and VAE: Codes)
Yoo, W. W., Rivoirard V. and Rousseau, J. (2018). Adaptive supremum norm posterior contraction: Wavelet spike-and-slab and anisotropic Besov spaces. (Under review by Electronic Journal of Statistics). arXiv.
Yoo, W. W. and Ghosal, S. (2018). Bayesian mode and maximum estimation and accelerated rates of contraction. Bernoulli. 25, no. 3, 2330-2358. Journal or arXiv.
(Bayesian 2-stage: R code | Bayesian single stage: R code | Belitser et al. 2-stage: R code)
Yoo, W. W. (2018). Discussion on using stacking to average Bayesian predictive distributions by Yao et al. Bayesian Analysis.13, no. 3, 966-967. Journal or arXiv.
Yoo, W. W. and van der Vaart, A. W. (2018). The Bayes Lepski's Method and Credible Bands through Volume of Tubular Neighborhoods. arXiv.
(Bayes Lepski's method: R code | Volume of Tube: R code )
Yoo, W. W. (2018) Discussion on Bayesian cluster analysis: point estimation and credible balls by Sara Wade and Zoubin Ghahramani. Bayesian Analysis 13, no. 2, 599--600. Journal or arXiv.
Yoo, W. W. (2018). Discussion to computationally efficient multivariate spatio-temporal models for high-dimensional count-valued data by Bradley et al. Bayesian Analysis 13, no.1, 284--285. Journal or arXiv.
Yoo, W. W. (2017). Discussion to uncertainty quantification for the horseshoe by van der Pas et al. Bayesian Analysis 12, no. 4, 1262-1263. Journal or arXiv.
Yoo, W. W. and Ghosal, S. (2016). Supremum norm posterior contraction and credible sets for nonparametric multivariate regression. Annals of Statistics 44, no. 3, 1069--1102. Journal or arXiv.
(R code to reproduce simulation results)
Yoo, W. W. (2016). Discussion to Bayesian solution uncertainty quantification for differential equations by Chkrebtii et al. Bayesian Analysis 11, no. 4, 1285--1293. Journal or arXiv.
Yoo, W. W. (2014). Sup-norm Posterior Convergence Rates for Regression Models with Application to Estimating the Location of Function Maximum. (Doctoral dissertation, North Carolina State University, Raleigh, USA). Retrieved from https://repository.lib.ncsu.edu/handle/1840.16/9820.
Yoo, W. W. and Gel, Y. R. (2010). Probabilistic forecasts of wind speed using the bootstrapped Markov regime switching model. University of Waterloo Technical Report (Based on Master's thesis).
Technical Reports
Yoo, W. W. (2013). Predicting Yelp user ratings by soft-impute matrix completion. Technical Report.
Yoo, W. W. (2013). Determining all possible separating planes by collision tests. Technical Report.
(R code)
O'Connell, S., Yoo, W. W., Li, Y. and Zhang, D. (2013). Analysis of cover crop effects on nitrogen availability. Technical Report.
Yoo, W. W. and Ghosh, S. K. (2013). Gaussian imputation of ARMA processes with missing values. Technical Report.