- CFA Exams
- 2024 Level I
- Topic 1. Quantitative Methods
- Learning Module 10. Simple Linear Regression

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##### Learning Outcome Statements PDF Download

1. Estimation of the Simple Linear Regression Modeldescribe a simple linear regression model, how the least squares criterion is used to estimate regression coefficients, and the interpretation of these coefficients | |

2. Assumptions of the Simple Linear Regression Modelexplain the assumptions underlying the simple linear regression model, and describe how residuals and residual plots indicate if these assumptions may have been violated | |

3. Analysis of Variancecalculate and interpret measures of fit and formulate and evaluate tests off it and of regression coefficients in a simple linear regression | |

4. Hypothesis Testing of Linear Regression Coefficientsdescribe the use of analysis of variance (ANOVA) in regression analysis, interpret ANOVA results, and calculate and interpret the standard error of estimate in a simple linear regression | |

5. Prediction Using Simple Linear Regression and Prediction Intervalscalculate and interpret the predicted value for the dependent variable, and a prediction interval for it, given an estimated linear regression model and a value for the independent variable | |

6. Functional Forms for Simple Linear Regressiondescribe different functional forms of simple linear regressions |

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