US retailers have enjoyed better-than-forecast October sales as temperatures fell and fuel costs subsided.

Retail same-store sales grew 4.4 per cent last month, beating analyst predictions of 3.9 per cent growth.

The increase was the best performance seen since June, helped by sales of winter coats and jumpers as the unusually warm weather finally subsided.