run.ezsim: Run the Simulation

In ezsim: provide an easy to use framework to conduct simulation

Description

Run the Simulation of an ezsim object. The simulation result is store into the ezsim object in the argument directly, reassignment is not needed.

Usage

## S3 method for class 'ezsim'
run(x, ...)

Arguments

x	An ezsim object
...	not used

Author(s)

TszKin Julian Chan [e-mail]

Examples

## Not run: 
ezsim_basic<-ezsim(
    m             = 100,
    run           = FALSE,
    run_test      = TRUE,
    display_name  = c(mean_hat="hat(mu)",sd_mean_hat="hat(sigma[hat(mu)])"),
    parameter_def = createParDef(list(n=seq(20,80,20),mu=c(0,2),sigma=c(1,3,5))),
    dgp           = function() rnorm(n,mu,sigma),
    estimator     = function(x) c(mean_hat = mean(x),
                                 sd_mean_hat=sd(x)/sqrt(length(x)-1)),
    true_value    = function() c(mu, sigma / sqrt(n-1))
)
run(ezsim_basic)

## End(Not run)

Example output

Testing for estimator...Passed
Testing for estimator parser...Passed
Testing for true value...Passed
Number of Simulation : 100 

Estimator : 
function (x) 
c(mean_hat = mean(x), sd_mean_hat = sd(x)/sqrt(length(x) - 1))
<bytecode: 0x465b688>

dgp : 
function () 
rnorm(n, mu, sigma)

True value of estimator : 
function () 
c(mu, sigma/sqrt(n - 1))

Selection Parameters:
$n
[1] 20 40 60 80

$mu
[1] 0 2

$sigma
[1] 1 3 5


Banker Parameters:
list()

ezsim documentation built on May 1, 2019, 8:04 p.m.