References

Luts, J., Broderick, T. and Wand, M.P. Real-time Semiparametric Regression. Journal of Computational and Graphical Statistics, (2014), 23.3, 589—615.

· This is the main paper describing the methodology

Luts, J. Real-time Semiparametric Regression Modeling for Distributed Data Sets. Knowledge and Data Engineering, IEEE Transactions on, (2015), 27.2, 545—557.

· Considers real-time semiparametric regression in MapReduce framework as well as when there are multiple data owners

Menictas, M. and Wand, M.P. Variational Inference for Heteroscedastic Semiparametric Regression. Australian and New Zealand Journal of Statistics, (2015), 57.1, 119—138.

· Section 7 considers real-time heteroscedastic nonparametric regression

Luts, J. and Wand, M.P. Variational Inference for Count Response Semiparametric Regression. Bayesian Analysis, (2015), 10.4, 991—1023.

· Section 5 considers real-time count response semiparametric regression