For a compilation of risk assessment/analysis techniques, you can get ISO 31010 - Risk management — Risk assessment techniques. It has information on more then 40 techniques, with som comparisons.
Please note that these are generic engineering techniques (generally coming from reliability engineering) and so there's papers, boooks and etc written about each of them. A good knowledge and study is necessary for the propser use of any.