Medical Statistics II: Probability and Inference

Monday, May 15, 2023, 12:00 AM - Thursday, May 14, 2026, 11:59 PM, On Demand

Medical Statistics II is the second in a three-course statistics series. Medical Statistics II covers the foundations of statistical inference. Topics include: basic probability, probability distributions, statistical inference, standard error, confidence intervals, p-values, statistical power, Type I and Type II error, Bayesian statistics, and equivalence testing. These theoretical concepts are taught through hands-on computer simulations in R or SAS (students may use either program). The course also teaches students to recognize common statistical misconceptions and errors using example from the medical literature and popular press.

Prerequisites: Medical Statistics I or the equivalent recommended.

What you will learn
- How to run simulations in either SAS or R
- How to solve probability problems
- How statisticians think about and quantify uncertainty
- How to correctly interpret and use different statistical tools for inference

  Original Release Date: February 1, 2020
  Review Date: May 17, 2023
  Expiration Date: May 14, 2026
  Estimated Time to Complete: 13 Hours
  Registration Fee: See fee schedule on registration.

Click Begin (at the top) to learn more about how to enroll in the course.

AMA PRA Category 1 Credits™ (13.00 hours), Non-Physician Participation Credit (13.00 hours)

1. Analyze, interpret, describe, and visualize data
2. Complete basic programming in R or SAS
3. Analyze the foundations of probability and statistical inference
4. Review statistical tests and graphs used in medical research
5. Consider common statistical pitfalls and errors.

In support of improving patient care, Stanford Medicine is jointly accredited by the Accreditation Council for Continuing Medical Education (ACCME), the Accreditation Council for Pharmacy Education (ACPE), and the American Nurses Credentialing Center (ANCC), to provide continuing education for the healthcare team.

Credit Designation

American Medical Association (AMA)
Stanford Medicine designates this Enduring Material for a maximum of 13.00 AMA PRA Category 1 Credits^TM. Physicians should claim only the credit commensurate with the extent of their participation in the activity.

Cultural and Linguistic Competency
The planners and speakers of this CME activity have been encouraged to address cultural issues relevant to their topic area for the purpose of complying with California Assembly Bill 1195. Moreover, the Stanford University School of Medicine Multicultural Health Portal contains many useful cultural and linguistic competency tools including culture guides, language access information and pertinent state and federal laws.  You are encouraged to visit the Multicultural Health Portal: http://lane.stanford.edu/portals/cultural.html

Reference/Bibliography List
For additional resources, please visit the course.

For activity related questions, please contact
  650.204.3984
  [email protected]

Mitigation of Relevant Financial Relationships

Stanford Medicine adheres to the Standards for Integrity and Independence in Accredited Continuing Education.

The content of this activity is not related to products or the business lines of an ACCME-defined ineligible company. Hence, there are no relevant financial relationships with an ACCME-defined ineligible company for anyone who was in control of the content of this activity.