Computes the simplified HEART statistic (with \(\pi_{10}\) set to zero) $$T_j = \hat\pi_{00}\hat C_1^{-1}\hat C_2^{-1}\hat\alpha_1^{-1}\hat\alpha_2^{-1} p_{tar,j}^{1-\hat\alpha_1} p_{de,j}^{1-\hat\alpha_2} + \hat\pi_{01}\hat C_1^{-1}\hat\alpha_1^{-1} p_{tar,j}^{1-\hat\alpha_1}.$$ Small values are evidence against \(H_{0,j}: \beta^{tar}_j = 0\).
Arguments
- p_tar, p_de
Target-only and decorrelated p-values.
- par
List with
pi00,pi01,alpha1,alpha2,C1,C2(as returned in$parbyheart_test()).- log
Return \(\log T_j\) (recommended for very small p-values).