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  • Betta coefficient changing

    Dear all as you can see below the beta coefficients if leasehold change when adding a variable. How can I solve this? I have tried everything and changed my model 3 times + the VIF is of only 1.39 and r is of -.534


    reg log_price leasehold

    Source | SS df MS Number of obs = 113,665
    -------------+---------------------------------- F(1, 113663) = 5583.49
    Model | 1826.53664 1 1826.53664 Prob > F = 0.0000
    Residual | 37182.7847 113,663 .327131826 R-squared = 0.0468
    -------------+---------------------------------- Adj R-squared = 0.0468
    Total | 39009.3214 113,664 .343198562 Root MSE = .57195

    ------------------------------------------------------------------------------
    log_price | Coefficient Std. err. t P>|t| [95% conf. interval]
    -------------+----------------------------------------------------------------
    leasehold | -.2541154 .0034008 -74.72 0.000 -.2607808 -.2474499
    _cons | 12.71848 .0024849 5118.35 0.000 12.71361 12.72335
    ------------------------------------------------------------------------------

    . reg log_price leasehold log_size

    Source | SS df MS Number of obs = 113,665
    -------------+---------------------------------- F(2, 113662) = 30505.22
    Model | 13625.365 2 6812.68248 Prob > F = 0.0000
    Residual | 25383.9564 113,662 .223328434 R-squared = 0.3493
    -------------+---------------------------------- Adj R-squared = 0.3493
    Total | 39009.3214 113,664 .343198562 Root MSE = .47258

    ------------------------------------------------------------------------------
    log_price | Coefficient Std. err. t P>|t| [95% conf. interval]
    -------------+----------------------------------------------------------------
    leasehold | .1969873 .0034274 57.47 0.000 .1902696 .203705
    log_size | .885197 .0038512 229.85 0.000 .8776488 .8927453
    _cons | 8.644154 .0178444 484.42 0.000 8.609179 8.679129
    ------------------------------------------------------------------------------
    Last edited by Pedro Martinez; 15 Dec 2021, 15:48.

  • #2
    Why would you "solve" this? The first coefficient is an overall effect of leasehold on log_price, and the second is a partial effect of leasehold on log_price, log_size being constant. It's very likely that they are different.

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