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Course Category: Information Technology
Course Title: Software R for Statistical Analysis


Course Code: IT024
Medium of Instruction: Cantonese
Duration: 24.0 hour(s)
Pre-requisites: Familiar with basic statistical concepts.
 Course Fee:
Macao Resident: MOP1,800
Non-Macao Resident: MOP1,800
Certificate: Students who have obtained an overall passing grade of the course and met the attendance requirement will be issued a course certificate by UTM. The passing grade of the course is 50.
Course CodeSub CodeCourse Start DateCourse End DateClass Schedule
IT02424012024/05/202024/06/24View



Objective:

This course will provide a basic introduction to R and its use in organizing and analyzing data. The emphasis of this course is to understand and work with fundamental R data structures and we will introduce some basic R programming techniques. Upon completion of this course, students will be able to enter, save, retrieve, manipulate, and summarize data using R.

On the other hand, students will not only be able to run descriptive statistics and create basic plots, but also can run the statistical models (e.g. ANOVA, regression) to analyze data.


Outline:

Introduction to R
• Installation of R
• R environment
• Editing and Reading Data from Files
• Data types

Programming in R
• Vector operations
• Conditionals
• Looping in R
• Functions

Describing Data Graphically
• Basic graphical example (scatter plot, box plot, bar charts, graphs, pie chart)
• Low Level Plotting Functions
• High Level Plotting Functions

Statistical models in R
• Basic hypothesis testing
• One and Two-sample t-tests
• One-way ANOVA
• Correlation
• Linear Regression


Teacher: Please refer to the schedule

Remarks: English version of the software is used

  Last Updated: 2023/05/29

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