compare_functions: Compare two designs

In DeclareDesign/ddoldversion: Declare and Diagnose Research Designs

Description

Compare two designs

Usage

compare_designs(design1, design2, format = "ansi8", pager = "off",
  context = -1L, rmd = FALSE)

compare_design_code(design1, design2, format = "ansi256",
  mode = "sidebyside", pager = "off", context = -1L, rmd = FALSE)

compare_design_summaries(design1, design2, format = "ansi256",
  mode = "sidebyside", pager = "off", context = -1L, rmd = FALSE)

compare_design_data(design1, design2, format = "ansi256",
  mode = "sidebyside", pager = "off", context = -1L, rmd = FALSE)

compare_design_estimates(design1, design2, format = "ansi256",
  mode = "auto", pager = "off", context = -1L, rmd = FALSE)

compare_design_estimands(design1, design2, format = "ansi256",
  mode = "sidebyside", pager = "off", context = -1L, rmd = FALSE)

Arguments

design1	A design object, typically created using the + operator
design2	A design object, typically created using the + operator
format	Format (in console or HTML) options from diffobj::diffChr
pager	Pager option from diffobj::diffChr
context	Context option from diffobj::diffChr which sets the number of lines around differences that are printed. By default, all lines of the two objects are shown. To show only the lines that are different, set context = 0; to get one line around differences for context, set to 1.
rmd	Set to TRUE use in Rmarkdown HTML output. NB: will not work with LaTeX, Word, or other .Rmd outputs.
mode	Mode options from diffobj::diffChr

Examples

design1 <- declare_population(N = 100, u = rnorm(N)) +
  declare_potential_outcomes(Y ~ Z + u) +
  declare_estimand(ATE = mean(Y_Z_1 - Y_Z_0)) +
  declare_sampling(n = 75) +
  declare_assignment(m = 50) +
  declare_reveal(Y, Z) +
  declare_estimator(Y ~ Z, estimand = "ATE")

design2 <- declare_population(N = 200, u = rnorm(N)) +
  declare_potential_outcomes(Y ~ 0.5*Z + u) +
  declare_estimand(ATE = mean(Y_Z_1 - Y_Z_0)) +
  declare_sampling(n = 100) +
  declare_assignment(m = 25) +
  declare_reveal(Y, Z) +
  declare_estimator(Y ~ Z, model = lm_robust, estimand = "ATE")
 
 compare_designs(design1, design2)
 compare_design_code(design1, design2)
 compare_design_summaries(design1, design2)
 compare_design_data(design1, design2)
 compare_design_estimates(design1, design2)
 compare_design_estimands(design1, design2)

DeclareDesign/ddoldversion documentation built on Oct. 30, 2019, 5:17 p.m.