detect_separation_control: Auxiliary function for the `glm` interface when `method` is `detect_separation`.

Description

Typically only used internally by detect_separation but may be used to construct a control argument.

Usage

detect_separation_control(
  implementation = c("ROI", "lpSolveAPI"),
  solver = "lpsolve",
  linear_program = c("primal", "dual"),
  purpose = c("find", "test"),
  tolerance = 1e-04,
  solver_control = list()
)
detectSeparationControl(
  implementation = c("ROI", "lpSolveAPI"),
  solver = "lpsolve",
  linear_program = c("primal", "dual"),
  purpose = c("find", "test"),
  tolerance = 1e-04,
  solver_control = list()
)

Value

A list with the supplied linear_program, solver, solver_control, purpose, tolerance, implementation, and the matched separator function (according to the value of implementation).

Arguments

implementation: should the implementation using ROI or the implementation using lpSolveAPI be used? Default is ROI.
solver: should the linear program be solved using the "lpsolve" (using the ROI.plugin.lpsolve package; default) or another solver? Alternative solvers are "glpk", "cbc", "clp", "cplex", "ecos", "gurobi", "scs", "symphony". If ROI.plugin.[solver] is not installed then the user will be prompted to install it before continuing.
linear_program: should detect_separation solve the "primal" (default) or "dual" linear program for separation detection? Only relevant if implementation = "lpSolveAPI".
purpose: should detect_separation simply "test" for separation or also "find" (default) which parameters are infinite? Only relevant if implementation = "lpSolveAPI".
tolerance: maximum absolute variable value from the linear program, before separation is declared. Default is 1e-04.
solver_control: a list with additional control parameters for the "solver". This is solver specific, so consult the corresponding documentation. Default is list() unless solver is "alabama" when the default is list(start = rep(0, p)), where p is the number of parameters.