Singapore University of Social Sciences

Statistics using R

Applications Open: To be confirmed

Applications Close: To be confirmed

Next Available Intake: To be confirmed

Course Types: To be confirmed

Language: English

Duration: 6 months

Fees: To be confirmed

Area of Interest: Business Administration

Schemes: To be confirmed

Funding: To be confirmed


Synopsis

ANL101 Statistics using R provides students with an understanding of statistical concepts and techniques to generate information for decision-making. The course covers descriptive statistics, probability distributions, sampling distribution, interval estimation, hypothesis testing, ANOVA and regression. Emphasis will be placed on acquiring the analytical and interpretative skills needed to understand statistical findings. R will be extensively to read the relevant data, perform data exploration, run the relevant statistical procedures and produce relevant reports.

Level: 1
Credit Units: 5
Presentation Pattern: -

Topics

  • Introduction to R and R operations
  • R basic programming covering conditions, loops, writing functions and calling functions
  • Producing R reports
  • Discrete and Continuous Probability Distributions
  • Sampling Methods and Central Limit Theorem
  • Point Estimate and Confidence Intervals
  • Test of Means - one sample and two sample
  • Test of Variance and Proportions
  • ANOVA
  • Correlation Analysis
  • Simple Linear Regression
  • Multiple Regression

Learning Outcome

  • Describe data using descriptive statistics
  • Define the relevant terminology for the various statistical procedures
  • Explain the implication of the Central Limit Theorem
  • Construct confidence intervals
  • Perform hypothesis testing for the test of means, variance and proportions
  • Interpret the results from hypothesis testing, correlation analysis and the regression models
  • Apply the appropriate results from hypothesis testing, correlation analysis and the regression models
  • Apply the appropriate statistical procedures
  • Use R to obtain results for the various statistical procedures and produce reports
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