The main objective of this course is to use basic statistical concepts and introduce modern petroleum reservoir characterization techniques used in petroleum and natural gas engineering.  This course is offered as a technical elective course.  The assessment of uncertainty and procedures for transferring that uncertainty into reservoir modeling and management are presented.  During the course, examples from world and Turkish petroleum reservoirs are studied using the established techniques.