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An unbiased Cp criterion for multivariate ridge regression.

, and . J. Multivariate Analysis, 101 (5): 1226-1238 (2010)

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Testing the equality of several covariance matrices with fewer observations than the dimension., and . J. Multivariate Analysis, 101 (6): 1319-1329 (2010)Canonical Correlation Analysis for Geographical and Chronological Responses., , , , and . KES, volume 96 of Procedia Computer Science, page 1351-1360. Elsevier, (2016)A consistent variable selection method in high-dimensional canonical discriminant analysis., , , and . J. Multivariate Analysis, (2020)Consistency of high-dimensional AIC-type and Cp-type criteria in multivariate linear regression., , and . J. Multivariate Analysis, (2014)Variable Selection by Cp Statistic in Multiple Responses Regression with Fewer Sample Size Than the Dimension., , and . KES (3), volume 6278 of Lecture Notes in Computer Science, page 7-14. Springer, (2010)An unbiased Cp criterion for multivariate ridge regression., and . J. Multivariate Analysis, 101 (5): 1226-1238 (2010)Tests for covariance matrices in high dimension with less sample size., , and . J. Multivariate Analysis, (2014)A High-dimensionality-adjusted Consistent Cp-type Statistic for Selecting Variables in a Normality-assumed Linear Regression with Multiple Responses.. KES, volume 96 of Procedia Computer Science, page 1096-1105. Elsevier, (2016)A non-iterative optimization method for smoothness in penalized spline regression.. Statistics and Computing, 22 (2): 527-544 (2012)