predict.bess.one {BeSS}

make predictions from a "bess.one" object.

Description

Similar to other predict methods, which returns predictions from a fitted "bess.one" object.

Usage

  ## S3 method for class 'bess.one'
predict(object, newdata, ...)

Arguments

object

Output from the bess.one function.

newdata

New data used for prediction.

...

Additional arguments affecting the predictions produced.

Value

The object returned depends on the types of family.

Author(s)

Canhong Wen, Aijun Zhang, Shijie Quan, and Xueqin Wang.

References

Wen, C., Zhang, A., Quan, S. and Wang, X. (2020). BeSS: An R Package for Best Subset Selection in Linear, Logistic and Cox Proportional Hazards Models, Journal of Statistical Software, Vol. 94(4). doi:10.18637/jss.v094.i04.

See Also

bess, bess.one

Examples

data <- gen.data(500, 20, family = "gaussian", 10, 0.2, 1)
fit <- bess.one(data$x, data$y, s = 10, family = "gaussian")
pred <- predict(fit, newdata = data$x)