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Week - 1 |
Introduction to Statistics, Basic Concepts |
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Week - 2 |
Probability Theory |
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Week - 3 |
Estimation and Hypothesis testing |
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Week - 4 |
Introduction to Forecasting |
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Week - 5 |
Data Analysis |
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Week - 6 |
Choosing a forecasting technique |
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Week - 7 |
Midterm exam; Determining the adequacy of a forecasting technique |
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Week - 8 |
Moving averages |
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Week - 9 |
Exponential smoothing methods |
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Week - 10 |
Time series and their components |
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Week - 11 |
Simple Linear Regression |
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Week - 12 |
Multiple Regression Analysis |
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Week - 13 |
The Box-Jenkins (ARIMA) Methodology |
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Week - 14 |
Review of the course and Final Exam |
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