A real estate agent wanted to find the relationship between sale price of houses and the size of the house. She collected data on two variables recorded in the following table for 15 houses in Seattle. The two variables are PRICE= Sale price of houses in thousands of dollars SIZE= Area of the entire house in square feet. PRICE 455 278 463 327 505 264 445 346 487 289 434 411 223 323 488 250 225 290 180 320 240 270 205 285 240 260 230 170 230 298 SIZE a) Using MICROSOFT EXCEL- run the above regression and copy the output into your assignment word document from which you can write down the least square regression line. Write down the least square regression line from that specific output. USE THE NAME OF VARIABLES WHEN YOU WRITE THE EQUATION. b) Interpret the slope and constant term with proper UNITS assigned. c) Comment on the explanatory power of the regression model from the required output. Copy that specific output into your assignment word document.
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
Trending now
This is a popular solution!
Step by step
Solved in 4 steps with 1 images