The galvanomagnetic and thermogalvanomagnetic transport of the prototypical ferromagnetic transition-metal alloy system fcc Co x Pd 1−x has been investigated on the basis of Kubo's linear response formalism. The results for the full electric conductivity tensor allow discussing the spin-orbit-induced anisotropic magnetoresistance and the anomalous Hall effect. These are complemented by results for the corresponding thermogalvanomagnetic transport properties anisotropy of the Seebeck effect and anomalous Nernst effect. The relation between the respective response coefficients is discussed with the underlying electronic structure calculated relativistically within the Korringa-Kohn-Rostoker coherent potential approximation band structure method for disordered alloys. A ferromagnet subject to an external electric field and/or thermal gradient shows a plethora of interesting transport effects, with some of them already being exploited in technological applications. Depending on the direction of the magnetization such materials show a variation of the electric resistivity, denoted as anisotropic magnetoresistance (AMR). Furthermore the anomalous Hall effect (AHE) gives rise to components of the electric current transverse to the applied electric field. Both effects, present also in the absence of an external magnetic field, result from the relativistic coupling of spin and orbital degrees of freedom [spin-orbit coupling (SOC)].The thermal counterparts to the AMR, the anisotropy of the Seebeck effect (ASE) and to the AHE, the anomalous Nernst effect (ANE) share the same origins. These anisotropic and anomalous effects pose challenges to a theoretical description starting from first principles, which is needed in order to give material-specific parameters. While the AMR and the closely related planar Hall effect have been extensively studied, there are relatively few experimental investigations on the ASE and planar Nernst effect (PNE) to be found in the literature [1][2][3][4], and, to our knowledge, so far only one first-principles study is available [5], which deals with the magnetic anisotropy of the transmission through a Cu|Co|Cu trilayer system and its enhancement due to the symmetry breaking at the Co|Cu interface. To a much greater extent investigations have been carried out on a closely related class of phenomena, namely the magneto-thermopower or -Seebeck effect and its variations (spin-dependent, tunneling, tunneling anisotropic) occurring in various types of heterostructures [6][7][8][9].Concerning the AHE [10-13] and ANE [13,14], strong interest has arisen in recent years driven by progress in the understanding of the microscopic origins of transverse transport effects and by the (re)discovery of the spin Hall effect [15][16][17]. The latter also has its thermoelectric analog, the spin Nernst effect [18][19][20]. Disentangling the various contributions to the anomalous and spin Hall effects [21] has recently been supported by material-specific first-principles * sebastian.wimmer@cup.uni-muenchen.de calcul...