Mar 21, 2016

Dropping one group at a time


// Interaction plot excluding one country at a time
foreach n of numlist 1/35 {  /// Countries are numbered from 1 to 35

  preserve
  qui drop if country == `n'      // Drop one country
  local naam: label country `n'   // Save name in a local
  *di "`naam'"

  qui mixed happiness c.workfamconf##c.gdppc || country: workfamconf, cov(uns)
  predict u1 u0, reffect

  capture drop pickone
  egen pickone = tag(country)
  qui keep if pickone

  gen wfceffect = u1 + _b[workfamconf] + _b[c.workfamconf#c.gdppc] * gdppc

  qui sum gdppc // get standard deviation
  local gdpmin2sd = r(mean) - 2*r(sd)
  local gdpminsd  = r(mean) -   r(sd)
  local gdpmean   = r(mean)
  local gdpplusd  = r(mean) +   r(sd)
  local gdpplu2sd = r(mean) + 2*r(sd)

  twoway (scatter wfceffect gdp, mlabel(country) mlabpos(0) msymbol(none) mlabsize(*.8)) ///
         (function y = _b[workfamconf] + _b[c.workfamconf#c.gdppc] * x, range(gdppc)) ///
        , ytitle("WFC coefficient", size(*.6)) ///
          xlabel(`gdpmin2sd' "-2 SD" `gdpminsd' "-1 SD" ///
                 `gdpmean' `"Avg."' ///
                 `gdpplusd' "+1 SD" `gdpplu2sd' "+2 SD", labsize(*.8)) ///
          title("Excluding `naam'") ///
          legend(off) ///
          name(figurewo`n', replace) xsize(3) ysize(2.5) nodraw
  restore
}

graph combine figurewo1  figurewo2 ///
              figurewo3  figurewo4 ///
              figurewo5  figurewo6 ///
              figurewo7  figurewo8 ///
              figurewo9  figurewo10 ///
              figurewo11 figurewo12 ///
              figurewo13 figurewo14 ///
              figurewo15 figurewo16 , col(4) row(4) xsize(12) ysize(10)
// And so on ...