Another vote for layers. And a selection of jackets is really helpful. Rain/wind jacket, light down jacket, thick (long) down coat, sweaters and scarves.

I’ve had good luck finding good quality jackets in thrift shops and Poshmark. I really like HELLY HANSEN and got a good deal on a few used ones.