In a recent study involving 360 US cities economists ran a regression of rates of COVID 19 infections by cities based on the degree of social distancing in these cities. COVID 19 infections are defined by the number of individuals inflected by COVID19 per hundred thousand residents of each city. Social Distancing is defined by the average distance one person stays away from another person inside and outside their home. Cities where social distancing is not practiced at all, this variable will take the value 0. The technique employed was ordinary least squares. The equation for the estimated COVID 19 regression is given by ý = 0.025- 0.5x. %3D
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.
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