I realize that probably this is one of the most difficult courses in our program (ESS Bocconi). In fact, I invested a big deal of time studying it.
Here you can find some materials I have done while I was following the course of Advanced Statistics with Prof. Marco Bonetti during the fall semester of 2012:
-My handwritten notes (161 MB) taken with Notability on my iPad: Here
-A review of distributions that you should know by heart: Distributions
-A review of the most important formulas that you should know by heart (also): Important Formulas for Statistics
If you wanna know how do I take notes on my iPad, visit my post Using Notability as your everyday notebook
The backpacking economist 
Hey,
Is it required to know how to demonstrate the basic formula as well ?
Thanks!
Not really, the only demonstrations you need to know are the ones that are in the syllabus.
Hi your notes that you took on your ipad 161mb
On Dropbox are no longer available.. Any possibility to get these from you?
Thank you in advance
Hi. I just re-uploaded the folder. Thanks for pointing that out. Enjoy!