Simple Linear Regression Problem Solved with explanation: Monthly Rent vs. Apartment Size - Excel

This video explains the concepts of linear regression by answering questions about the relationship between apartment size and monthly rent: the regression equation, correlation coefficient, coefficient of determination (R²), standard error of the estimate, and hypothesis testing for slope significance You will have a clear understanding of how to interpret regression outputs and assess the strength and significance of linear relationships in your data. Regression coefficients on Casio calculator:    • Casio fx ES Plus - Simple Linear Regressio...   Timestamp: 00:00 - Introduction 00:13 - Determining the independent variable 01:03 - Generating the regression equation through Excel 03:10 - Interpreting the slope 03:46 - Interpreting the y-intercept 04:28 - Predicting the monthly rental cost for 1200 sq ft apartment. 04:52 - Determining the residual for the second observation 05:44 - Coefficient of correlation r and interpretation 07:24 - Coefficient of determination (R²) and interpretation 08:44 - Standard error of the estimate and interpretation 09:54 - 95% confidence interval for the slope 10:56 - Hypothesis Testing of the slope at α = .05.