A fundamental theorem of Wilson states that, for every graph , every sufficiently large -divisible clique has an -decomposition. Here a graph is -divisible if divides and the greatest common divisor of the degrees of divides the greatest common divisor of the degrees of , and has an -decomposition if the edges of can be covered by edge-disjoint copies of . We extend this result to graphs which are allowed to be far from complete. In particular, together with a result of Dross, our results imply that every sufficiently large -divisible graph of minimum degree at least has a -decomposition. This significantly improves previous results towards the long-standing conjecture of Nash-Williams that every sufficiently large -divisible graph with minimum degree at least has a -decomposition. We also obtain the asymptotically correct minimum degree thresholds of for the existence of a -decomposition, and of for the existence of a -decomposition, where . Our main contribution is a general `iterative absorption’ method which turns an approximate or fractional decomposition into an exact one. In particular, our results imply that in order to prove an asymptotic version of Nash-Williams’ conjecture, it suffices to show that every -divisible graph with minimum degree at least has an approximate -decomposition,

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