Biostatistics
Date: 2018-10-25 Views: 17

Biostatistics

Course No.: SMJ2221138     Credit(s):2

  

Course Description

This course introduces the basic principles and methods of biostatistics, based on a brief introduction to the emergence and development of biostatistics, objects and effects, biological research methods, the calculation of the characteristic number, probability, probability distribution and sampling distribution, focuses on the statistical inference and test, variance analysis, linear regression, correlation analysis, covariance analysis, multiple linear regression and multivariate correlation analysis.

Course Learning Outcomes

By the study of this course, students can systematically master the various research methods of biostatistics, understand statistical thinking of all kinds of methods, grasp the differences and similarities between various analysis methods, as well as the conditions of usage, and be able to skillfully solve all kinds of practical problems in biological statistics using analytical methods.

Relationship to Other Courses

Pre-requisites: Mathematical Statistics, Computer Application

Textbook and Reading Lists

Textbook:

Chunxi Li, Biostatistics (5thedition). Science Press, 2013

Suggested reading lists:

Junyi Gai, The Method of Test Statistics. Beijing: China Agriculture Press, 2000.Facing the 21st Century Curriculum Materials

GLOVER & MITCHELL, An Introduction To Biostatistics. Tsinghua University Press, 2001.

  

Course Assessment

Item

Title

Weighting (%)

1

Task   in home

10%

2

Test   and Questions in class

20%

3

Final   Assignment

70%

Course Schedule

Week

Topics

Text

1

Overview

Chapters 1

2

Frequency   Distribution, Average and Variance

Chapters 2

3-4

Theoretical   Distribution and Sampling Distribution

Chapters 3

5-7

Statistical   Hypothesis Testing

Chapters 4

8-10

Analysis   of Variance

Chapters 5

11

Chi-squared   Test

Chapters 6

12-14

General   test design and statistical analysis

Chapter 7

15-17

Linear   Regression and Correlation Analysis

Chapter 8

18

Review