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