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Statistical Methods and Data Modeling syllabus

ELE 2295 units · 16 topicsAcademic year 2083/84
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1. Introductory Statistics (8 LHs)

  1. Data Collection, Tabulation, and Presentation
  2. Descriptive Measures
  3. Correlation and Scatter Plots
  4. Probability and Mathematical Expectation

2. Inferential Statistics (10 LHs)

  1. Sampling Distributions and Estimation
  2. Confidence Intervals and Hypothesis Testing
  3. Parametric Tests
  4. Non-parametric Chi-square Tests

3. Index Numbers (4 LHs)

  1. Types and Construction of Index Numbers
  2. Price, Value, Chain, and Consumer Price Indexes
  3. Base Shifting and Deflation

4. Data Modeling (10 LHs)

  1. Simple Linear Regression
  2. Multiple Linear Regression and Model Tests
  3. Prediction and Residual Analysis
  4. Time Series Analysis and Forecasting

5. Data Analysis Using Microsoft Excel (Practical) (16 LHs)

  1. Excel Exercises for Units 1 to 4