1. |
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Review of Hypothesis Testing 1 |
Introduction to the concepts of hypothesis testing |
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2. |
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Review of Hypothesis Testing 2 |
Steps and examples of decision making |
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3. |
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Review of Hypothesis Testing 3 |
Advanced concepts in hyothesis testing |
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4. |
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Review of Hypothesis Testing 4 |
Advanced concepts in hyothesis testing |
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5. |
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Simple Regression 1 |
Introduction to the concepts and history of regression analysis |
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6. |
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Simple Regression 2 |
Estimating the regression equation and parameter interpretation |
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7. |
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Simple Regression 3 |
Underlying Assumptions for Regression Analysis |
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8. |
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Simple Regression 4 |
Inference - testing the significance of coefficient estimates |
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9. |
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Multiple Regression 1 |
Model and assumptions for multivariate regression |
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10. |
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Multiple Regression 2 |
Inference in multiple regression - testing the significance of coefficient estimates and model utility |
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11. |
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Multiple Regression 3 |
Advanced topics in multiple regression |
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12. |
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Multiple Regression 4 |
More advanced topics in multiple regression |
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13. |
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Regression Model Building 1 |
Transformation of variables |
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14. |
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Regression Model Building 2 |
Transformation of variables continued |
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15. |
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Regression Model Building 3 |
Multicollinearity - symptom and remedy |
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Time-series analysis 1 |
Introduction to time-series: components of time-series data |
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Time-series analysis 2 |
Smoothing techniques: moving average and exponential smoothing |
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Time-series analysis 3 |
Forecasting techniques for trend: linear vs. non-linear trends |
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Time-series analysis 4 |
Autoregressive forecasting model |
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Time-series analysis 5 |
Forecasting model selection, forecasting with seasonal data |
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Introduction to Econometrics |
special lecture |
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