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authorPjotr Prins2020-12-15 09:55:34 +0000
committerPjotr Prins2020-12-15 09:55:34 +0000
commit969b64ca78292d427b2484c635a4e1780c23a511 (patch)
tree342cf1d008e01dd3a32df84084d5f84613ef3bbd
parent2c482b85ae27e81cbad3803cef2c185fb82ce7a8 (diff)
downloadpangemma-969b64ca78292d427b2484c635a4e1780c23a511.tar.gz
Manual: notes on additive effect
-rw-r--r--doc/manual.pdfbin241286 -> 241449 bytes
-rw-r--r--doc/manual.tex9
2 files changed, 7 insertions, 2 deletions
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@@ -124,7 +124,8 @@ labels) for $n$ individuals; $\bW=(\bw_1, \cdots, \bw_c)$ is an
$n\times c$ matrix of covariates (fixed effects) including a column of
1s; $\boldsymbol \alpha$ is a $c$-vector of the corresponding
coefficients including the intercept; $\bx$ is an $n$-vector of marker
-genotypes; $\beta$ is the effect size of the marker; $\bu$ is an
+genotypes; $\beta$ is the effect size of the marker and is an estimate
+ of the marker/SNP additive effect; $\bu$ is an
$n$-vector of random effects; $\bepsilon$ is an $n$-vector of errors;
$\tau^{-1}$ is the variance of the residual errors; $\lambda$ is the
ratio between the two variance components; $\bK$ is a known $n\times
@@ -802,7 +803,11 @@ chr rs ps n_mis n_obs allele1 allele0 af beta se
\end{verbatim}
%
-The 11 columns are: chromosome numbers, snp ids, base pair positions on the chromosome, number of missing individuals for a given snp, number of non-missing individuals for a given snp, minor allele, major allele, allele frequency, beta estimates, standard errors for beta, and $p$ values from the Wald test.
+The 11 columns are: chromosome numbers, snp ids, base pair positions
+on the chromosome, number of missing individuals for a given snp,
+number of non-missing individuals for a given snp, minor allele, major
+allele, allele frequency, beta estimates (additive effect), standard
+errors for beta, and $p$ values from the Wald test.
\subsection{Estimate Relatedness Matrix from Genotypes}