Question
Statistics Question on Estimation
Consider the linear regression model yi = β0 + β1xi + ∈i , i = 1, 2, … , 6, where β0 and β1 are unknown parameters and ∈i ’s are independent and identically distributed random variables having N(0, 1) distribution. The data on (xi, yi) are given in the following table.xi | 1.0 | 2.0 | 2.5 | 3.0 | 3.5 | 4.5 |
---|---|---|---|---|---|---|
yi | 2.0 | 3.0 | 3.5 | 4.2 | 5.0 | 5.4 |
If β^0 and β^1 are the least squares estimates of β0 and β1, respectively, based on the above data, then β^0+β^1 equals __________ (round off to 2 decimal places) |
Answer
The correct answer is 2.00 to 2.10.(approx)