Estimate the (very rough) time to run SEQuential analysis on current machine

Estimate the (very rough) time to run SEQuential analysis on current machine

Usage

SEQestimate(
  data,
  id.col,
  time.col,
  eligible.col,
  treatment.col,
  outcome.col,
  time_varying.cols = list(),
  fixed.cols = list(),
  method,
  options,
  verbose = TRUE
)

Arguments

data

data.frame or data.table, if not already expanded with SEQexpand, will preform expansion according to arguments passed to either params or ...

id.col

String: column name of the id column

time.col

String: column name of the time column

eligible.col

String: column name of the eligibility column

treatment.col

String: column name of the treatment column

outcome.col

String: column name of the outcome column

time_varying.cols

List: column names for time varying columns

fixed.cols

List: column names for fixed columns

method

String: method of analysis to preform

options

List: optional list of parameters from SEQopts

verbose

Logical: if TRUE, cats progress to console

Value

A list of (very rough) estimates for the time required for SEQuential containing:

• modelTime estimated time used when running models

• expansionTime estimated time used when expanding data

• totalTime sum of model and expansion time