Construct · 1 fields · 1 citations

elastic net: a standalone construct

One name. One construct. A landmark on the map.

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Statistics

a penalized regression mixing lasso and ridge penalties, which selects variables while keeping correlated predictors together.

In statistics, elastic net refers to a penalized regression mixing lasso and ridge penalties, which selects variables while keeping correlated predictors together. This meaning comes from Zou (2005) in Journal of the Royal Statistical Society Series B: Statistical Methodology.[1]

Unit
Recovery means
Measured by

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Nearby constructs

lasso1 fields · 1 citationsanchor · one construct, one field mixing3 fields · 5 citationsjingle · one word, three constructs regression4 fields · 5 citationsjingle · one word, four constructs

References

Zou, H., & Hastie, T. (2005). Regularization and Variable Selection Via the Elastic Net. Journal of the Royal Statistical Society Series B: Statistical Methodology, 67(2), 301-320. https://doi.org/10.1111/j.1467-9868.2005.00503.x

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