Fetching the paper…
Reading the bibliography…
This paper demonstrates the advantages of sharing information about unknown features of covariates across multiple model components in various nonparametric regression problems including multivariate, heteroscedastic, and semi-continuous responses.
On the distribution of a positive random variable having a discrete probability mass at the origin
Aitchison, J. (1955) · 1955
Earlier work this paper cites.
A generalization of the gamma distribution
Stacy, E. W. (1962) · 1962
Earlier work this paper cites.
A general definition of residuals
Cox, D. R. and Snell, E. J. (1968) · 1968
Earlier work this paper cites.
On some methods of analysis for weather experiments
Feuerverger, A. (1979) · 1979
Earlier work this paper cites.
A predictive approach to model selection
Geisser, S. and Eddy, W. F. (1979) · 1979
Earlier work this paper cites.
Multivariate adaptive regression splines
Friedman, J. H. (1991) · 1991
Earlier work this paper cites.
Bayesian analysis of binary and polychotomous response data
Albert, J. H. and Chib, S. (1993) · 1993
Earlier work this paper cites.
A short introduction to boosting
Freund, Y., Schapire, R., and Abe, N. (1999) · 1999
Earlier work this paper cites.
Comparison of several independent population means when their samples contain log-normal and possibly zero observations
Xiao-Hua, Z. and Tu, W. (1999) · 1999
Earlier work this paper cites.
Using generalized linear models to assess medical care costs
Blough, D. K. and Ramsey, S. D. (2000) · 2000
Earlier work this paper cites.
Multivariate regression trees: a new technique for modeling species–environment relationships
De’Ath, G. (2002) · 2002
Earlier work this paper cites.
Branching processes
Athreya, K. B. and Ney, P. E. (2004) · 2004
Earlier work this paper cites.
Theory of Point Estimation
Lehmann, E. L. and Casella, G. (2006) · 2006
Earlier work this paper cites.
Zero-inflated data
Tu, W. (2006) · 2006
Cited alongside, same era.
Multi-task feature learning
Argyriou, A., Evgeniou, T., and Pontil, M. (2007) · 2007
Cited alongside, same era.
Ensembles of multi-objective decision trees
Kocev, D., Vens, C., Struyf, J., and Džeroski, S. (2007) · 2007
Cited alongside, same era.
Multi-task gaussian process prediction
Bonilla, E. V., Chai, K. M., and Williams, C. (2008) · 2008
Cited alongside, same era.
Variance estimation in complex survey sampling for generalized linear models
Natarajan, S., Lipsitz, S. R., Fitzmaurice, G., Moore, C. G., and Gonin, R. (2008) · 2008
Cited alongside, same era.
BART: Bayesian additive regression trees
Chipman, H. A., George, E. I., and McCulloch, R. E. (2010) · 2010
Cited alongside, same era.
Efficient Metropolis-Hastings proposal mechanisms for Bayesian regression tree models
Pratola, M. (2016) · 2016
Later among the works it cites.
Nonparametric survival analysis using Bayesian additive regression trees (BART)
Sparapani, R. A., Logan, B. R., McCulloch, R. E., and Laud, P. W. (2016) · 2016
Later among the works it cites.
Sequential BART for imputation of missing covariates
Xu, D., Daniels, M. J., and Winterstein, A. G. (2016) · 2016
Later among the works it cites.
Hahn, P. R., Murray, J. S., and Carvalho, C. (2017) · 2017
Later among the works it cites.
A review of tree-based bayesian methods
Linero, A. R. (2017) · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Chapelle, O., Shivaswamy, P., Vadrevu, S., Weinberger, K., Zhang, Y., and Tseng, B. (2011) · 2011
Cited alongside, same era.
Bayesian nonparametric modeling for causal inference
Hill, J. L. (2011) · 2011
Cited alongside, same era.
Multi-target regression with rule ensembles
Aho, T., Ženko, B., Džeroski, S., and Elomaa, T. (2012) · 2012
Cited alongside, same era.
Bayesian treed response surface models
Chipman, H., George, E. I., Gramacy, R. B., and McCulloch, R. (2013) · 2013
Cited alongside, same era.
Anisotropic function estimation using multi-bandwidth Gaussian processes
Bhattacharya, A., Pati, D., and Dunson, D. (2014) · 2014
Cited alongside, same era.
Dirichlet–Laplace priors for optimal shrinkage
Bhattacharya, A., Pati, D., Pillai, N. S., and Dunson, D. B. (2015) · 2015
Cited alongside, same era.
Murray, J. S. (2017) · 2017
Later among the works it cites.
Heteroscedastic BART using multiplicative regression trees
Pratola, M., Chipman, H., George, E., and McCulloch, R. (2017) · 2017
Later among the works it cites.
Posterior concentration for Bayesian regression trees and their ensembles
Rockova, V. and van der Pas, S. (2017) · 2017
Later among the works it cites.
Practical bayesian model evaluation using leave-one-out cross-validation and waic
Vehtari, A., Gelman, A., and Gabry, J. (2017) · 2017
Later among the works it cites.
Bayesian regression trees for high-dimensional prediction and variable selection
Linero, A. R. (2018) · 2018
Closest in time.
Bayesian regression tree ensembles that adapt to smoothness and sparsity
Linero, A. R. and Yang, Y. (2018) · 2018
Closest in time.
Functional response regression with funbart: an analysis of patient-specific stillbirth risk
Starling, J. E., Murray, J. S., Carvalho, C. M., Bukowski, R., and Scott, J. G. (2018) · 2018
Closest in time.