The theory we’re talking about is that the mother is dead, and that’s why Ted (Josh Radnor) has been telling his kids this long story about how he met her. Either she died recently and Ted is reminiscing with his children or she died before the kids were old enough to remember her and he’s telling them about the mother they never really knew.
Source: E online