R: Example input data sets

exdatasets {mrgsolve} | R Documentation

## Example input data sets

### Description

Example input data sets

### Usage

    data(exidata)

    data(extran1)

    data(extran2)

    data(extran3)

    data(exTheoph)

    data(exBoot)

### Details

- `exidata` holds individual-level parameters and other data items, one per row

- `extran1` is a "condensed" data set

- `extran2` is a full dataset

- `extran3` is a full dataset with parameters

- `exTheoph` is the theophylline data set, ready for input into `mrgsolve`

- `exBoot` a set of bootstrap parameter estimates

### Examples

    mod <- mrgsolve::house() %>% update(end=240) %>% Req(CP)

    ## Full data set
    data(exTheoph)
    out <- mod %>% data_set(exTheoph) %>% mrgsim
    out
    plot(out)

    ## Condensed: mrgsolve fills in the observations
    data(extran1)
    out <- mod %>% data_set(extran1) %>% mrgsim
    out
    plot(out)

    ## Add a parameter to the data set
    stopifnot(require(dplyr))
    data <- extran1 %>% distinct(ID) %>% select(ID) %>%
      mutate(CL=exp(log(1.5) + rnorm(nrow(.), 0,sqrt(0.1)))) %>%
      left_join(extran1,.)

    data

    out <- mod %>% data_set(data) %>% carry_out(CL) %>%  mrgsim
    out
    plot(out)

    ## idata
    data(exidata)
    out <- mod %>% idata_set(exidata) %>% ev(amt=100,ii=24,addl=10) %>% mrgsim
    plot(out, CP~time|ID)

[Package mrgsolve version 1.0.4 Index]