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  • Significance levels of combined coefficients

    Dear Stata users,

    My regression looks as follows: y = x0 x1 x2 x3 x4 x5

    Where x4 = x3 * dummy (indicating top quartile) and x5 = x3 * dummy (indicating bottom quartile)
    I follow the methodology by Easterwood & Nutt (1999) where they sum up the coefficients to get the total effect of the top (x3 + x4) and bottom (x3+x5) quartiles.
    I don't know how to compute the significance levels of these combined coefficients though.

    All help is greatly appreciated!

    Kind regards,

    Frank

  • #2
    Frank:
    a temptative reply might be:
    Code:
    sysuse auto.dta
    . reg price mpg turn
    
          Source |       SS           df       MS      Number of obs   =        74
    -------------+----------------------------------   F(2, 71)        =     10.08
           Model |   140436412         2  70218206.1   Prob > F        =    0.0001
        Residual |   494628984        71  6966605.41   R-squared       =    0.2211
    -------------+----------------------------------   Adj R-squared   =    0.1992
           Total |   635065396        73  8699525.97   Root MSE        =    2639.4
    
    ------------------------------------------------------------------------------
           price |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
    -------------+----------------------------------------------------------------
             mpg |  -259.6967   76.84886    -3.38   0.001     -412.929   -106.4645
            turn |  -38.03857   101.0624    -0.38   0.708    -239.5513    163.4742
           _cons |   13204.27   5316.186     2.48   0.015       2604.1    23804.45
    ------------------------------------------------------------------------------
    
    . sum mpg turn
    
        Variable |        Obs        Mean    Std. Dev.       Min        Max
    -------------+---------------------------------------------------------
             mpg |         74     21.2973    5.785503         12         41
            turn |         74    39.64865    4.399354         31         51
    
    . test mpg+turn=(41+51)
    
     ( 1)  mpg + turn = 92
    
           F(  1,    71) =    5.57
                Prob > F =    0.0211
    
    .
    As an aside, FAQ recommend to provide full reference of any quoted contribution (multidisciplinarity, you know...).
    Kind regards,
    Carlo
    (Stata 19.0)

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