HRDF Funded Course - R Programming and Statistics Training
Short Course by
Tertiary Infotech
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Details
R is a popular programming language for data analytics, statistical analysis and data visualisation. This R statistics essential course will show you how to use R to model statistical relationships using graphs, calculations, tests, and other analysis tools.
Learn how to enter and modify data; create charts, scatter plots, and histograms; examine outliers; calculate correlations; and compute regressions, bivariate associations, and statistics for three or more variables.
Topics include:
- Installing R on your computer
- Using the built-in datasets
- Importing data
- Creating bar and pie charts for categorical variables
- Creating histograms and box plots for quantitative variables
- Calculating frequencies and descriptives
- Transforming variables
- Coding missing data
- Analyzing by subgroups
- Creating charts for associations
- Calculating correlations
- Creating charts and statistics for three or more variables
- Creating crosstabs for categorical variables
Outline
Part 1: Basics of R
Module 1. Getting Started
- What is R
- Install R and RStudio
- Explore RStudio Interface
Module 2. Data Types
- Numbers
- String
- Vector
- Matrix
- Array
- Data Frame
- List
- Factor
Module 3. Packages & Data Sets
- Packages
- Data Sets
- R Script
Module 4. Data Input/Output
- Read data from file
- Read data from web
- Write data to file
Module 5. Basic Plots in R
- Scatter Plot
- Boxplot
- Bar chart
- Pie chart
- Histogram
Module 6. R Programming - Control Structures
- Conditional
- Loop
- Break & Next
- Operators
Module 7: R Programming - Function
- Function Syntax
- Default Arguments
Module 8. Basic Statistics Analysis with R
- Basic Statistics
- Correlation
- Regression
- Hypothesis Testing
- ANOVA
Speaker/s
Dr. Zahra Nazemi has PhD in mathematical statistics from Universiti Putra Malaysia. Her research interests are applied statistics, medical statistics, Bayesian statistics, statistical inference and Software R. She has worked as a lecturer in different
universities for more than 4 years. She also consulted and worked on assignments for parametric and non-parametric analysis, univariate and multivariate regression analysis in various areas such as medical, economics and psychology. Her other skills are knowledge
of research methodology, extensive experience with SPSS, AMOS, R and MINITAB and writing and presenting reports. Moreover, she conducted special training program in mathematical programming including optimization, advanced multivariate data analysis, and simulation
techniques
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Tertiary Courses Malaysia is a HRDF Approved Training Provider in Malaysia. We offers wide range of classroom instructor-led technical training courses for working professionals and executives in Malaysia.
All our courses and trainings are funded by HRDF (Human Resources Development Fund Malaysia). Our courses include Infocomm, Digital Media, Robotics, Semiconductor,Telecommunication, Life Science, Horticulture Industries , and Business Administration . Below are some of our popular courses
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