614 citations
- University of MinnesotaUS40 papers
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Showing 2010 · stat.APShow all
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stat.AP2010★ 29 cited
Smoothed ANOVA with spatial effects as a competitor to MCAR in multivariate spatial smoothing
Yufen Zhang, James S. Hodges, Sudipto Banerjee
Rapid developments in geographical information systems (GIS) continue to generate interest in analyzing complex spatial datasets. One area of activity is in creating smoothed disea…
stat.AP2010★ 114 cited
Structured variable selection and estimation
Ming Yuan, V. Roshan Joseph, Hui Zou
In linear regression problems with related predictors, it is desirable to do variable selection and estimation by maintaining the hierarchical or structural relationships among pre…