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R for Practical Data Analysis
August 27, 2018 @ 8:00 am - August 31, 2018 @ 5:00 pm
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This course will cover the basics of R, which is currently the most widely used statistical computing environment in the world. A the end of this course, students are expected to be able to use R to process data, prepare summary statistics, and create figures for supporting data analysis work.
- Basic commands
- Reading and writing data
- Data objects: vector, matrix, data frame, list
- Summary statistics
- Data visualisation using histogram, scatter plot, box plot
- Useful statistical analyses: t-test, ANOVA, chi-squared test, Fisher’s test, correlation analysis, linear regression
- Multivariate data analysis: ordination with Principal Component Analysis
- Iterations
- Crafting your own workflow: writing functions
- Capstone project
Who should attend: Anyone who is interested in developing basic R skills to analyse their own data
Instructor:
Dr. Khang Tsung Fei
University Malaya
PhD (NUS, SG)
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Details
- Start:
- August 27, 2018 @ 8:00 am
- End:
- August 31, 2018 @ 5:00 pm
- Event Category:
- Beginner to Intermediate