Why are the AGW crowd using cause and effect logic instead of good science to back up their theories?

Take for example that GHG has increased just as the global temperature has been rising from a mini ice age. Also take for example that a lot of the scientific articles use unproven umptions such as: that the temperature hasn't been higher since the last ice age. Or Dana still using the outdated hockey stick graph.