Course


BI372: Biostatistics ( Fall 2019)

Instructor
  • Jing Li(李婧)
  • E: jing.li@sjtu.edu.cn
  • Office: 4-221, Life Building Complex
  • Office hours: Wednesday 1:30 pm - 3:30 pm
  • TA
  • Yafei Chang (常亚飞)
  • E: sjtuyf@sjtu.edu.cn
  • Office: 4-221, Life Building Complex
  • Schedule
  • Lectures

  •     Time: Mon 10:00 - 11:40
        Location: 东上院411

  • Lab

  •     Time: Wed 10:00 - 11:40 (Even weeks only)
        Location: 4-302 Biology Building, The computer lab of the department of Bioinformatics and Biostatistics
    Syllabus& Lectures




    Topic
    LecturesAssignments
    Week 1
  • Introduction to Biostatistics
  • pdfAssignment #1

    Reading: Chocolate&Nobel paper
    Week 2
  • Describing and Displaying Data (I)
  • pdfAssignment #2

    Reading: CPTAC paper&clinical dat
    Week 3
  • Describing and Displaying Data (II)
  • pdfNo Assignment ^_^
    Week 4
  • Data Distributions and Sampling
  • pdfAssignment #3
    Week 5 National day

    Week 6
  • Hypothesis Testing (I)

  • pdf Assignment #4
    Week 7
  • Hypothesis Testing (II)

  • pdf    Assignment #5
    Week 8
  • Hypothesis testing: one sample inference

  • pdf   Assignment #6
    Week 9
  • Hypothesis testing: two-sample inference

  • pdf   Assignment #7
    Week 10
  • Comparison of several groups: ANOVA

  • pdf NO Assignment ^_^
    Week 11
  • Two-way ANOVA

  • pdf (Updated on 11/25) Assignment #8
    Week 12
  • Nonparametric statistics for k-sample tests

  • pdf Assignment #9
    Week 13
  • Analysis of binary/categorical outcomes:Chi-square test

  • pdf Assignment #10

    Week 14
  • Simple correlation and regression

  • pdf   Assignment #11

    Paper reading
    Week 15
  • Survival Analysis

  • pdf Assignment #12



    Lab
    Topic
    LecturesPractice files
  • Week 2: R Basic
  •   

    pdf    

    R Reference card

  • Week 6: R Graph

  • pdf

    librarian.csv

  • Week 8: Descriptive stastatistics and simulation in R


  • codes

    Additioanl Practice

  • Week 10: Z test& t test using R


  • Key Points

    Practice

    PPT

    Codes

  • Week 12: Field trip!


  • Week 14: ANOVA, Non-parametric & Chi-square test using R

  • slides&codes
       

  • Week 14: Simple correlation and regression using R

  • slides&codes
       

    References
  • Betty R. Kirkwood, Jonathan A.C. Sterne.Essential Medical Statistics. 2nd Edition. Blackwell

  • R for Beginners, Emmanuel Paradis
  • R for Beginners (中文)
  • An Introduction to R , W. N. Venables, D. M. Smith
  • Statistics with R , Vincent Zoonekynd
  • Projects Coming soon !
    Field trip
    Others
  • Table of the Standard Normal Distribution

  • Table of the T Distribution

  • Critical Values of the F Distribution

  • Critical Values for the Wilcoxon Rank-Sum Test



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    ©2012 Jing Li