77 citations
- Statistical ServiceCY25 papers
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Showing 2009Show all
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math.ST2009
Efficient Simulation-Based Minimum Distance Estimation and Indirect Inference
Richard Nickl, Benedikt M. Pötscher
Given a random sample from a parametric model, we show how indirect inference estimators based on appropriate nonparametric density estimators (i.e., simulation-based minimum dista…
stat.ME2009★ 3 cited
Classification and categorical inputs with treed Gaussian process models
Tamara Broderick, Robert B. Gramacy
Recognizing the successes of treed Gaussian process (TGP) models as an interpretable and thrifty model for nonparametric regression, we seek to extend the model to classification.…