Stanford Root

Schedule

Stanford Root

Schedule

EPI 159

Introduction to Probability and Statistics for Epidemiology (EPI 259)

UNITS:3
GRADING:Medical Option (Med-Ltr-CR/NC)
LEVEL:Undergrad
GER:WAY-AQR

(HUMBIO students must enroll in EPI 159. Med/Graduate students must enroll in EPI 259.) Topics: random variables, expectation, variance, probability distributions, the central limit theorem, sampling theory, hypothesis testing, confidence intervals. Correlation, regression, analysis of variance, and nonparametric tests. Introduction to least squares and maximum likelihood estimation. Emphasis is on medical applications.

Syllabus for selected term:
View Autumn 2026 Syllabus

Sections

1 Term
Lecture 1Open
ID: 22704
0 / 30 enrolled
Meeting 1 of 2
DAYS:Wednesday
TIME:9:30 AM – 11:20 AM
LOCATION:Li Ka Shing Center, room 120
INSTRUCTOR:
Sainani, Kristin
Meeting 2 of 2
DAYS:Monday
TIME:9:30 AM – 11:20 AM
LOCATION:Remote
INSTRUCTOR:
Sainani, Kristin
3units

EPI 159: Introduction to Probability and Statistics for Epidemiology (EPI 259)

3 units · Medical Option (Med-Ltr-CR/NC) · GER: WAY-AQR

(HUMBIO students must enroll in EPI 159. Med/Graduate students must enroll in EPI 259.) Topics: random variables, expectation, variance, probability distributions, the central limit theorem, sampling theory, hypothesis testing, confidence intervals. Correlation, regression, analysis of variance, and nonparametric tests. Introduction to least squares and maximum likelihood estimation. Emphasis is on medical applications.

Offered in Autumn 2026 at Stanford University.

Autumn 2026 sections

  • Lecture — Wednesday 9:30 AM – 11:20 AM — Li Ka Shing Center, room 120 — Sainani, Kristin (Undergrad)

More EPI courses

  • EPI 199: Undergraduate Research
  • EPI 203: Methods for Reproducible Population Health and Clinical Research (BMDS 244, CS 272H, HRP 203)
  • EPI 206: Meta-research: Appraising Research Findings, Bias, and Meta-analysis (BMDS 246, CHPR 206, MED 206, STATS 211)
  • EPI 214: Scientific Writing
  • EPI 219: Evaluating Technologies for Diagnosis, Prediction and Screening
  • EPI 220: Deploying and Evaluating Fair AI in Healthcare (BMDS 223, CSRE 323)
  • EPI 223: Introduction to Data Management and Analysis in SAS & R
  • EPI 224: Genetic Epidemiology (GENE 230)
  • EPI 225: Introduction to Epidemiologic and Clinical Research Methods
  • EPI 226: Intermediate Epidemiologic and Clinical Research Methods
  • EPI 227: Advanced Epidemiologic Methods
  • EPI 229: Stanford CTSA Scholars Seminar

All EPI courses · All departments