So I created my own very simple excel table, with a set of X and Y values, and then I told Excel to run a regression analysis.

http://s22.postimg.org/41djtsab3/stats.png

I have been going through every piece of info provided by the Excel output table, attempting to understand what it all means and how each piece of info is calculated.

Sadly I am struggling to understand "Significance F".

I am really rusty with statistics and I believe I might need to look this up in a table... but I did google for "F distribution tables" and I cannot see any figures anywhere even close to 0.124027063 ...

Can someone please help me understand this?

Thanks a lot in advance.