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Real-time semiparametric regression
Approximate Bayesian inference Generalized additive models Meaneld vari-ational Bayes Mixed models Online variational Bayes Penalized splines Wavelets
2012/11/22
We develop algorithms for performing semiparametric regression analysis in real time, with data processed as it is collected and made immediately available via modern telecommunications technologies. ...
On semiparametric regression with O'Sullivan penalised splines
Additive models Markov chain Monte Carlo Mixed models P-splines Smoothing splines
2010/4/30
This is an expos´e on the use of O’Sullivan penalised splines in contemporary semiparametric
regression, including mixed model and Bayesian formulations. O’Sullivan penalised
splines are simil...