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

Value

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.

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

Examples

if (FALSE) {
## example data
data(daydat)

## simulate
tmp <- all_sims(daydat)
}