r - Linear regression using ff package -
i using ff package linear regression in r. here tt as.ffdf object. code goes follows:
> fit <- lm(ada ~ dummy + nlead + big4 + logmkt + lev + roa + roal + loss + + cfo + btm + growth + altman + absaccrl + + stdearn + tenure + year_fe , data = tt, weight = weight)
however, getting following error:
error: cannot allocate vector of size 2.0 gb
how can pre-create fit ff object, fit can absorb entire data being returned it? thanks.
can't check on data don't provide any. should running.
library(devtools) install_github("edwindj/ffbase", subdir="pkg") require(ffbase) fit <- bigglm(ada ~ dummy + nlead + big4 + logmkt + lev + roa + roal + loss + cfo + btm + growth + altman + absaccrl + stdearn + tenure + year_fe , data = tt, family = gaussian(), weight = weight)
or have @ example in of ?chunk.ffdf
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