We consider weighted anchored and ANOVA spaces of functions with mixed first order partial derivatives bounded in g" data-mathURL="/science?_ob=MathURL&_method=retrieve&_eid=1-s2.0-S0885064X15000643&_mathId=si1.gif&_user=111111111&_pii=S0885064X15000643&_rdoc=1&_issn=0885064X&md5=cde213cfccd88dbddeea1c65cfdb39bd" title="Click to view the MathML source">L1 or g" data-mathURL="/science?_ob=MathURL&_method=retrieve&_eid=1-s2.0-S0885064X15000643&_mathId=si2.gif&_user=111111111&_pii=S0885064X15000643&_rdoc=1&_issn=0885064X&md5=5b65d8582d3b48276650129ff42491e2" title="Click to view the MathML source">L∞ norms. We provide conditions on the weights under which the corresponding spaces have equivalent norms with constants independent of, or only polynomially dependent on the number of variables.