If I have a data describing different trials and for each trial I have: mean, std and number of considered events; how can calculate total mean, total std and further statistics tests (e.g. in a crossover design, ANOVA, ...).
Example
id mode sequence time reaction_mean reaction_std reaction_n
111 TOT A 1 1.34 .03 5
222 AXO B 2 0.3 1.5 2
333 TOT A 1 5.3 0 1
....
And now I want to make the statistics of each mode: TOT, AXO, ...
ANOVA, or Analysis Of Variance, is used to compare the averages or means of two or more populations to better understand how they differ. Watch this tutorial for more.