Observations of short periods where global mean temperatures have fallen, even though atmospheric concentrations of
GHGs were rising, have also raised questions as to the causal link between concentrations and warming (Plimer, 2009). The approach used in this paper is also used to determine the probability of events of declining temperatures with and without
the effect of anthropogenic climate change.