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Review of Hypothesis Testing 1 | Introduction to the concepts of hypothesis testing | ![]() |
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Review of Hypothesis Testing 2 | Steps and examples of decision making | ![]() |
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Review of Hypothesis Testing 3 | Advanced concepts in hyothesis testing | ![]() |
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Review of Hypothesis Testing 4 | Advanced concepts in hyothesis testing | ![]() |
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Simple Regression 1 | Introduction to the concepts and history of regression analysis | ![]() |
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Simple Regression 2 | Estimating the regression equation and parameter interpretation | ![]() |
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Simple Regression 3 | Underlying Assumptions for Regression Analysis | ![]() |
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Simple Regression 4 | Inference - testing the significance of coefficient estimates | ![]() |
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Multiple Regression 1 | Model and assumptions for multivariate regression | ![]() |
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Multiple Regression 2 | Inference in multiple regression - testing the significance of coefficient estimates and model utility | ![]() |
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Multiple Regression 3 | Advanced topics in multiple regression | ![]() |
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Multiple Regression 4 | More advanced topics in multiple regression | ![]() |
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Regression Model Building 1 | Transformation of variables | ![]() |
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Regression Model Building 2 | Transformation of variables continued | ![]() |
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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 | ![]() |