The number of disk drives (in millions) made at aplant in Taiwan during the past 5 years a) Forecast the number of disk drives to be made next year, usinglinear regression.b) Compute the mean squared error (MSE) when using linearregression.c) Compute the mean absolute percent error (MAPE).
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.
The number of disk drives (in millions) made at a
plant in Taiwan during the past 5 years
a) Forecast the number of disk drives to be made next year, using
linear regression.
b) Compute the
regression.
c) Compute the mean absolute percent error (MAPE).
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