I have a large data frame and I am trying to assign values to a particular data column for specific subsets.
subset(P2Y12R_binding_summary,(SYSTEM=="4NTJ")&(VARIANT=="D294N"))
SYSTEM VARIANT MODEL EPSIN INP dE_water_free dE_ERR_water_free dE_water_periodic dE_ERR_water_periodic
1 4NTJ D294N LVLSET 1 1 -42.155 29.28460 -42.205 29.52604
2 4NTJ D294N LVLSET 1 2 -34.225 29.75176 -34.235 29.96571
3 4NTJ D294N LVLSET 20 1 -65.163 40.62241 -65.163 40.52564
4 4NTJ D294N LVLSET 20 2 -57.454 41.04459 -57.454 41.26962
5 4NTJ D294N SES 1 1 -23.406 30.56636 -23.335 30.75794
6 4NTJ D294N SES 1 2 -15.434 30.70035 -15.414 30.85944
7 4NTJ D294N SES 20 1 -64.351 40.65919 -64.350 40.51345
8 4NTJ D294N SES 20 2 -56.342 41.23456 -56.542 41.21865
Now suppose I add a new column to the frame ( Ki_expt ) using
P2Y12R_binding_summary$Ki_expt <- 0
And I want to update values for this column for only the rows corresponding to the subset above.
Trying the naive approach fails:
>subset(P2Y12R_binding_summary,(SYSTEM=="4NTJ")&(VARIANT=="D294N"))$Ki_expt = 42.2
or
>subset(P2Y12R_binding_summary,(SYSTEM=="4NTJ")&(VARIANT=="D294N"))$Ki_expt <- 42.2
Both yield the error message:
Error in subset(P2Y12R_binding_summary, (SYSTEM == "4NTJ") & (VARIANT == :
could not find function "subset<-"
Does anyone know of the appropriate way to do this? Obviously, it would be possible with a for loop, but that seems rather klunky and would probably be quite slow (as previous experience seems to show).