Statistical Calculation and Statistical Software
Date: 2018-10-09 Views: 17

Statistical Calculation and Statistical Software

Course No.: SMI1133129     Credit(s):3

  

Course Description

Statistical Calculation and Statistical Software is an important and indispensable practical tool for statistical and econometric analysis methods. This course is compulsory course of a professional undergraduate and master of economics, management, education and medicine. It is also a necessary tool to work in related fields of the above subjects.

Course Learning Outcomes

After studying the course, students can get the abilities of disposing and analyzing data by statistics software; give an appropriate and reasonable explanation to the software analysis results combined with the practical case, providing the foundation for scientific research and the development of other applications.

Relationship to Other Courses

Pre-requisites: Statistics, Econometrics, Mathematical Statistics

Textbook and Reading Lists

Textbook:

Guangsu Zhou, Stata Statistical Analysis and Application. China Machine Press, 2011.9.

Suggested reading lists:

Cao Lan, Section, Panel Data Analysis and STATA Application. Wuhan University Press, 2012.6.

Tianfu Wang, A Guide to STATA. China Renmin University Press, 2010.9.

Chuntao Li, An Introduction to Modern Econometrics Using Stata. China Renmin University Press, 2012.11.

Lawrence C. Hamilton, Statistics With STATA.Tsinghua University Press, 2011.6.

  

Course Assessment

Item

Title

Weighting (%)

1

Task   in home

10%

2

Test   and Questions in class

10%

3

Final   exam

80%

Course Schedule

Week

Topics

Text

1-3

Software   Overview

Chapters 1

4-5

Data   Sets and Variables

Chapters 2

6

Descriptive   Statistics

Chapters 3

7

Statistical   Graph

Chapters 4

8-11

Hypothesis   Testing

Chapters 5

12

Analysis   of Variance

Chapters 6

13-15

Regression   Analysis

Chapter 7

16-17

Programming   Fundamental

Chapter 8

18

Review