In simple linear regression, the numbers of unknown constants are:
Question
In simple linear regression, the numbers of unknown constants are:
Solution
In simple linear regression, there are two unknown constants. These are the slope and the y-intercept.
Step 1: Understand the Simple Linear Regression Model The simple linear regression model is represented by the equation y = mx + b, where:
- y is the dependent variable (the variable we are trying to predict or estimate)
- x is the independent variable (the variable we are using to make the prediction)
- m is the slope of the regression line (it represents the effect x has on y)
- b is the y-intercept of the regression line (it is the value of y when x is 0)
Step 2: Identify the Unknown Constants In this model, the unknown constants are m (the slope) and b (the y-intercept). These are the parameters of the model that we need to estimate based on the data.
So, in simple linear regression, the number of unknown constants is 2.
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