CFA Level 1 Reading 7: Introduction to linear regression - Complete CRASH COURSE 2023 скачать в хорошем качестве

CFA Level 1 Reading 7: Introduction to linear regression - Complete CRASH COURSE 2023

Wall Street Notes - CFA® Level 1 Crash course: https://wallstreetnotes.com Wall Street Notes - CFA® Level 1 Crash course Full course library: https://wallstreetnotes.com/p/level-1... Topics covered in this video: Quantitative Methods CFA® Level 1 2023 Reading 7: Introduction to linear regression describe a simple linear regression model and the roles of the dependent and independent variables in the model describe the least squares criterion, how it is used to estimate regression coefficients, and their interpretation explain the assumptions underlying the simple linear regression model, and describe how residuals and residual plots indicate if these assumptions may have been violated calculate and interpret the coefficient of determination and the F-statistic in a simple linear regression describe 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 formulate a null and an alternative hypothesis about a population value of a regression coefficient, and determine whether the null hypothesis is rejected at a given level of significance calculate 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 describe different functional forms of simple linear regressions CFA Level 1 Reading 7: Introduction to linear regression - Complete CRASH COURSE 2022 ‪@wallstreetnotes‬