Egg components are important mediators of prenatal maternal effects in birds and other oviparous species. Because different egg components can have opposite effects on offspring phenotype, selection is expected to favour their mutual adjustment, resulting in a significant covariation between egg components within and / or among clutches. Here we tested for such correlations between maternallyderived yolk immunoglobulins and yolk androgens in great tit (Parus major) eggs using a multivariate mixed model approach. We found no association between yolk immunoglobulins and yolk androgens within clutches, indicating that within clutches the two egg components are deposited independently. Across clutches, however, there was a significant negative relationship between yolk immunoglobulins and yolk androgens, suggesting that selection has co-adjusted their deposition. Furthermore, an experimental manipulation of ectoparasite load affected patterns of covariance among egg components. Yolk immunoglobulins are known to play an important role in nestling immune defence shortly after hatching, whereas yolk androgens, although having growth-enhancing effects under many environmental conditions, can be immunosuppressive. We therefore speculate that variation in the risk of parasitism may play an important role in shaping optimal egg composition and may lead to the observed pattern of yolk immunoglobulin and yolk androgen deposition across clutches. More generally, our case study exemplifies how multivariate mixed model methodology presents a flexible tool to not only quantify, but also test patterns of (co)variation across different organisational levels and environments, allowing for powerful hypothesis testing in ecophysiology. Egg components are important mediators of prenatal maternal effects in birds 28 and other oviparous species. Because different egg components can have 29 opposite effects on offspring phenotype, selection is expected to favour their 30 mutual adjustment, resulting in a significant covariation between egg 31 components within and / or among clutches. Here we tested for such 32 correlations between maternally-derived yolk immunoglobulins and yolk 33 androgens in great tit (Parus major) eggs using a multivariate mixed model 34 approach. We found no association between yolk immunoglobulins and yolk 35 androgens within clutches, indicating that within clutches the two egg 36 components are deposited independently. Across clutches, however, there 37 was a significant negative relationship between yolk immunoglobulins and 38 yolk androgens, suggesting that selection has co-adjusted their deposition. 39Furthermore, an experimental manipulation of ectoparasite load affected 40 patterns of covariance among egg components. Yolk immunoglobulins are 41 known to play an important role in nestling immune defence shortly after 42 hatching, whereas yolk androgens, although having growth-enhancing effects 43 under many environmental conditions, can be immunosuppressive. We 44 therefore speculate that variation...