Causal Inference in Precision Medicine

Yong Loo Lin School of Medicine

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Objectives

Learner will be able to:1) Understand causal inference and associated techniques. 2) Apply econometric techniques to make causal inferences. 3) Implement basic multi-armed bandit algorithms 4) Implement common predictive algorithms Understand the basics of machine learning



Who Should Attend

Career in Healthcare, Research or Diagnostic Lab, Biotech, Pharma, Academic Medicine and Education




Entry Requirements

Applicants must have a Bachelor’s degree and may be required to show relevant work experience. Applicants with other qualifications and experience may be considered on a case by case basis, subject to approval by the school.Prerequisite: "Applied Statistics in Precision Medicine" EC




Class Schedule

To be confirmed




Tutorial Schedule

Same day as lecture




Lesson Delivery

a) Lecture : 3 hours b) Projects/Assignments etc: 1 hour c) Preparatory work: 6 hours




Full Fees (before GST)

S$5940.00




Nett Fees payable after SSG Funding



NA


** Please note that the mode of delivery is subject to change in light of the COVID-19 situation. Courses marked ‘online’ may have compulsory face-to-face sessions such as laboratory or hands-on components and details should be sought from the schools or departments before learners register for them.

Last updated: 28 May 2024

Upcoming Course Dates
TBC

Delivery Mode**
Blended

Course Code
PHM5014

Funding Type
SSG Funding
Eligible for SkillsFuture Credit (SFC)
Alumni eVoucher (L3)

Type
Modular Course

Stacks/ Bundles to
NA

Audit/Graded
Graded

Area of Interest
Healthcare & Medicine