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st: P-values for the difference in sensitivity in metandi


From   Carole Lunny <[email protected]>
To   [email protected]
Subject   st: P-values for the difference in sensitivity in metandi
Date   Tue, 25 Mar 2014 11:02:01 -0700

Dear Stata users,

I am using metandi to get results of a diagnostic accuracy review I am
doing. I am using the HSROC model, and would like to know how to get
the P-values for the difference in sensitivity/specificity in metandi
(or another stata command).

These are the results from metandi:

. metandi tp fp fn tn

Refining starting values:

Iteration 0:   log likelihood = -233.08848
Iteration 1:   log likelihood =  -230.8551
Iteration 2:   log likelihood = -230.79615
Iteration 3:   log likelihood = -230.74257

Performing gradient-based optimization:

Iteration 0:   log likelihood = -230.74257
Iteration 1:   log likelihood = -230.74239
Iteration 2:   log likelihood = -230.74239

Meta-analysis of diagnostic accuracy

Log likelihood   = -230.74239                     Number of studies =       31
------------------------------------------------------------------------------
             |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
Bivariate    |
  E(logitSe) |   1.552802   .1604973                      1.238233    1.867371
  E(logitSp) |   2.490983   .1836023                      2.131129    2.850837
Var(logitSe) |   .6461271   .2113009                      .3403707    1.226546
Var(logitSp) |   .8975503   .2730492                      .4944354    1.629326
Corr(logits) |   .1192086    .209656                     -.2886231    .4904251
-------------+----------------------------------------------------------------
HSROC        |
      Lambda |   3.980269   .2660604                        3.4588    4.501737
       Theta |  -.3043524   .2406498                     -.7760173    .1673124
        beta |   .1643365   .2221673     0.74   0.459    -.2711034    .5997763
     s2alpha |   1.704627   .5034386                      .9555173    3.041027
     s2theta |   .3353756   .1085868                      .1778002     .632602
-------------+----------------------------------------------------------------
Summary pt.  |
          Se |   .8253181   .0231386                      .7752564    .8661538
          Sp |   .9235073     .01297                      .8938922    .9453619
         DOR |   57.04186   14.58478                      34.55841    94.15288
         LR+ |    10.7895   1.883955                      7.662542    15.19251
         LR- |   .1891505   .0254589                      .1452912    .2462498
       1/LR- |   5.286795   .7115817                      4.060917    6.882731
------------------------------------------------------------------------------
Covariance between estimates of E(logitSe) & E(logitSp)   .0029529

Any help would be appreciated. Thank you, Carole
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