168 citations · 1.5k across the 73 of their papers we have counts for
Showing 2016 · stat.MEShow all
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stat.ME2016
Exact prior-free probabilistic inference in a class of non-regular models
Ryan Martin, Yi Lin
The use of standard statistical methods, such as maximum likelihood, is often justified based on their asymptotic properties. For suitably regular models, this theory is standard b…
stat.ME2016
Efficient posterior inference on the volatility of a jump diffusion process
Ryan Martin, Cheng Ouyang, Francois Domagni
Jump diffusion processes are widely used to model asset prices over time, mainly for their ability to capture complex discontinuous behavior, but inference on the model parameters…
stat.ME2016★ 10 cited
Robust and rate-optimal Gibbs posterior inference on the boundary of a noisy image
Nicholas Syring, Ryan Martin
Detection of an image boundary when the pixel intensities are measured with noise is an important problem in image segmentation, with numerous applications in medical imaging and e…