Autocorrelation: Why Your Time Series Data Is Cheating on Your Model
Autocorrelation means your data points are secretly related to each other, and ignoring it makes your statistical conclusions quietly worthless.
C. Pearson1 post tagged statistical pitfalls from Mean Methods.