all_sims function

Simulate a response variable time series using all functions

Simulate a response variable time series using all simulation functions

all_sims(dat_in, ...)

Arguments

• dat_in: input data.frame that must include discharge and decimal time columns, see example dataset daydat
• ...: additional arguments passed to lnres_sim

Returns

Original data frame with additional columns for simulated discharge (lnQ_sim), the random errors of the response variable (errs), the standard error estimates for each residual (scls), a flow-independent response variable time series (lnres_noQ), and a flow-dependent time series (lnres_Q).

Details

This is a convenience function that combines lnQ_sim, lnres_err, and lnres_sim. See the help documentation function for more details on each.

Examples

## Not run:

## example data
data(daydat)

## simulate
tmp <- all_sims(daydat)
## End(Not run)

See Also

daydat for example data, lnQ_sim for simulating discharge, lnres_err for estimating the error structure of the response variable, and lnres_sim for simulating the response variable