it gets cold everywhere just about this time of year .. it could be done but alot is going to be setup .. one thing you likely wont want is them to be stuck in your house more than a maximum of 4 weeks or so, chickens are dirty dusty stinky animals .. so, if you can manage getting an outdoor coop setup with an enclosed area they can stay out of the weather in, then its feasible .. your looking at May sometime for eggs likely if you start now ..