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  • Calculating summary statistics for correlation coefficients

    Hello,
    I have calculated some pairwise correlation coefficients between observations in a panel data set within a grouping variable, and I have successfully transferred the correlation coefficient matrix into a data set. I am now looking to calculate some summary statistics for these correlation coefficients (mean, percentiles, std), however, I do not want to double count coefficients in these calculations. For example, since the correlation coefficient at column C1 row 2 is the same at column C2 row one, if I collapse and sum by column, I will be double counting these coefficients. Similarly, I do not want to include correlation coefficients between a variable and itself. How can I avoid double counting correlation coefficients?

    [CODE]
    * Example generated by -dataex-. For more info, type help dataex
    clear
    Code:
    * Example generated by -dataex-. For more info, type help dataex
    clear
    input float(C1 C2 C3 C4 C5 C6 C7 C8)
           1 .9937328 .9937328  .  . . 1 .9032351
    .9937328        1        1  .  . . 1  .946541
    .9937328        1        1  .  . . 1  .946541
           .        .        .  1  1 . .       -1
           .        .        .  1  1 . .       -1
           .        .        .  .  . . .        .
           1        1        1  .  . . 1        .
    .9032351  .946541  .946541 -1 -1 . .        1
    
    end
    Thanks for any help!

  • #2
    Duplicate post. Follow https://www.statalist.org/forums/for...n-coefficients if interested.

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