Sometime in the mid 2000s I heard about studies that connects intake of calcium rich foods ie dairy with weight loss. I continued to eat a mostly dairy free diet though because I believed that dairy causes weight gain; this is a common belief on boards like this and paleo people don't eat any dairy at all etc.

Do we need dairy foods for their calcium content or not? Can you really be healthy, lose weight etc without dairy or is it actually a problem?