Shoot, the thousands of scientists who have researched climate change since the 1970s must have never taken the very first class in statistics. They must be embarrassed now that you told them about this.
If you were really interested in answers you could look at the experiments of John Tyndall in 1859 that demonstrated what gases most absorb and retain radiant energy. He identified CO2 as one of the most important ones.