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In particular, the model summary information is duplicated
library(ncvreg) data(Prostate) cvfit <- cv.ncvreg(Prostate$X, Prostate$y) summary(cvfit) #> MCP-penalized linear regression with n=97, p=8 #> At minimum cross-validation error (lambda=0.0019): #> ------------------------------------------------- #> Nonzero coefficients: 8 #> Cross-validation error (deviance): 0.55 #> R-squared: 0.58 #> Signal-to-noise ratio: 1.40 #> Scale estimate (sigma): 0.741 #> MCP-penalized linear regression with n=97, p=8 #> At lambda=0.0019: #> ------------------------------------------------- #> Nonzero coefficients : 8 #> Expected nonzero coefficients: 3.88 #> Average mfdr (8 features) : 0.485 #> #> Estimate z mfdr Selected #> lcavol 0.564341 8.7910 < 1e-04 * #> svi 0.761673 4.1676 0.0034946 * #> lweight 0.622020 3.5220 0.0355307 * #> age -0.021248 -2.0908 0.6495080 * #> lcp -0.106051 -1.9598 0.7069159 * #> lbph 0.096713 1.8544 0.7465772 * #> pgg45 0.004458 1.6616 0.8050543 * #> gleason 0.049228 0.4698 0.9362313 *
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In particular, the model summary information is duplicated
The text was updated successfully, but these errors were encountered: