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. 2018 Mar 27;19:217. doi: 10.1186/s12864-018-4579-z

Table 1.

Description of the genome scan methods used to detect candidate outlier SNPs

Method R package Categories Correction for spatial or population structure Data # outliers detected (# unique) Reference
Linear regression (LM) LM Linear model No Allele frequencies 129 (78) R development Core Team
Redundancy Analysis (RDA) vegan Multivariate method Yes Allele frequencies 11 (0) Legendre & Legendre 2012 [73]
Generalized linear spatial mixed models (gINLAnd) gINLAnd Mixed model Yes Read counts 7 (0) Guillot et al. 2013 [49]
Latent factor mixed models (LFMMs) LEA Mixed model Yes Read counts 0
-
Frichot et al. 2013 [50]
Moran spectral outlier detection (MSOD) PCNM and adespatial Multivariate method Yes Allele frequencies 7 (1) Wagner et al. 2017 [43]
Principal Component Analysis (PCadapt) pcadapt Multivariate method No Allele frequencies 88 (43) Duforet-Frebourg et al. 2015 [74]