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predict.speedglm

Predict method for a speedglm object


Description

summary The method is currently under construction but some functionalities are available.

Usage

## S3 method for class 'speedglm'
predict(object, newdata, type = c("link", "response"), 
                           na.action = na.pass, ...)

Arguments

object

an object of class 'speedlgm'.

newdata

An optional data frame with new data or the original data.

type

Type of prediction.

na.action

function determining what should be done with missing values in newdata.

...

further optional arguments

Details

If newdata is omitted prediction are based on the data used for the fit only if argument fitted was previously set to TRUE in the speedglm object. Currently the method does not work for function shglm.

Value

pred

a vector of predictions.

Author(s)

Tomer Kalimi and Marco Enea

See Also

Examples

set.seed(10)
y <- rgamma(20,1.5,1)
x <-round( matrix(rnorm(20*2),20,2),digits=3)
colnames(x) <-c("s1","s2")
da <- data.frame(y,x)
mod <- speedglm(y~s1+s2, data=da, family=Gamma(log), fitted=TRUE)
predict(mod)

speedglm

Fitting Linear and Generalized Linear Models to Large Data Sets

v0.3-3
GPL
Authors
Marco Enea [aut, cre], Ronen Meiri [ctb] (on behalf of DMWay Analytics LTD), Tomer Kalimi [ctb] (on behalf of DMWay Analytics LTD)
Initial release
2020-12-09

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