ESSENTIALS OF PROBABILITY AND STATISTICAL INFERENCE I: PROBABILITY Syllabus

140.646.01 | AY 2013-2014 - 1st Term | 4 Credit(s)
TTh 3:30:00 PM
  • Contact Information
    Faculty
    Michael Rosenblum
  • Course Learning Objectives

    Upon successfully completing this course, students will be able to:

    • Discuss the probabilistic foundation of modern statistics
  • Course Description
    Introduces students to the theory of probability and the formal language of uncertainty. Includes the basic concepts of probability; random variables and their distributions; expectations; moment generating functions; probability and expectation inequalities; convergence concepts and limit theorems; transformations of random variables; order statistics. Emphasizes rigorous analysis (including proofs), as well as interpretation of results and simulation for illustration.
  • Intended Audience
    Biostatistics MHS and ScM candidates
  • Methods of Assessment
    Method of student evaluation based on 4-5 problem sets and a final exam.
  • Prerequisites
    Working knowledge of linear algebra, including the ability to invert a matrix; full year college level calculus, plus current working knowledge of it, meaning you can quickly do integration and differentiation of standard functions, which are needed for homework and exam questions.
  • Course Schedule

    Please see the course Session for a full list of dates and items for this course.

  • Academic Ethics Code

    Students enrolled in the Bloomberg School of Public Health of The Johns Hopkins University assume an obligation to conduct themselves in a manner appropriate to the University's mission as an institution of higher education. A student is obligated to refrain from acts which he or she knows, or under the circumstances has reason to know, impair the academic integrity of the University. Violations of academic integrity include, but are not limited to: cheating; plagiarism; knowingly furnishing false information to any agent of the University for inclusion in the academic record; violation of the rights and welfare of animal or human subjects in research; and misconduct as a member of either School or University committees or recognized groups or organizations.

  • Disability Support Services
    If you are a student with a documented disability who requires an academic accommodation, please contact the Office of Student Life Services at 410-955-3034 or via email at dss@jhsph.edu.