The Analysis Statistics tab only displays if your gene list was derived from the analysis of a dataset.
The tables displays gene identifiers, gene symbols, the raw p-values and the adjusted p-values. Depending on the number of groups and the type of analysis used, it may also display group means, F-statistic, mean intensity, correlation coefficient, difference in log base 2 intensity, t-statistic, or parameter estimates.