This volume contains refereed research or review articles presented at the 7th Seminar on Stochastic Analysis, Random Fields and Applications which took place at the Centro Stefano Franscini (Monte VeritÃ) in Ascona, Switzerland, in May 2011. The seminar focused mainly on: - sto…