2025 CFA Level II Exam: Topic 1. Quantitative Methods - Learning Module 4. Extensions of Multiple Regression

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	1. Describe Influence Analysis and Methods of Detecting Influential Data Points formulate and interpret a multiple regression model that includes qualitative independent variables;
	2. Using Dummy Variables in Regressions formulate and interpret a logistic regression model.
	3. Logistic Regression Model calculate and evaluate the predicted trend value for a time series, modeled as either a linear trend or a log-linear trend, given the estimated trend coefficients; describe factors that determine whether a linear or a log-linear trend should be used with a particular time series and evaluate limitations of trend models; explain the requirement for a time series to be covariance stationary and describe the significance of a series that is not stationary;

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