A statistician wants to investigate whether the price of a one-family house (Y, in dollars) is related to the number of bedrooms (X) and the number of baths (X2). Data collected by the statistician on these variables for a sample of eight one-family houses yielded the following results. 637,000] 107 -20 -177 = X'y 2,031,100 | (X'X) - 84 1,297,700 -17 -20 32 -40 -40 71 y'y 5.090708x10¹º, ΣΥ = 637,000 (a) (b) Find the estimated least-squares regression equation for the model Y₁ = B₁+B₁X₁₁ + B₂ X₁₁ +u₁ Provide concise interpretations of the coefficients of the independent variables in the estimated least-squares regression equation. (c) Construct 95% confidence intervals for B₁ and B₂. |
A statistician wants to investigate whether the price of a one-family house (Y, in dollars) is related to the number of bedrooms (X) and the number of baths (X2). Data collected by the statistician on these variables for a sample of eight one-family houses yielded the following results. 637,000] 107 -20 -177 = X'y 2,031,100 | (X'X) - 84 1,297,700 -17 -20 32 -40 -40 71 y'y 5.090708x10¹º, ΣΥ = 637,000 (a) (b) Find the estimated least-squares regression equation for the model Y₁ = B₁+B₁X₁₁ + B₂ X₁₁ +u₁ Provide concise interpretations of the coefficients of the independent variables in the estimated least-squares regression equation. (c) Construct 95% confidence intervals for B₁ and B₂. |
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
![A statistician wants to investigate whether the price of a one-family house (Y, in
dollars) is related to the number of bedrooms (X) and the number of baths (X2).
Data collected by the statistician on these variables for a sample of eight one-family
houses yielded the following results.
637,000]
107
-20 -177
=
X'y 2,031,100 |
(X'X)
-
84
1,297,700
-17
-20 32 -40
-40 71
y'y 5.090708x10¹º,
ΣΥ = 637,000
(a)
(b)
Find the estimated least-squares regression equation for the model
Y₁ = B₁+B₁X₁₁ + B₂ X₁₁ +u₁
Provide concise interpretations of the coefficients of the independent variables
in the estimated least-squares regression equation.
(c)
Construct 95% confidence intervals for B₁ and B₂.
|](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fb5cd7820-773e-4947-9749-701eda39ff13%2F0d2e36a4-c5e5-4063-941e-bd5cad555ce3%2F7edl7n_processed.png&w=3840&q=75)
Transcribed Image Text:A statistician wants to investigate whether the price of a one-family house (Y, in
dollars) is related to the number of bedrooms (X) and the number of baths (X2).
Data collected by the statistician on these variables for a sample of eight one-family
houses yielded the following results.
637,000]
107
-20 -177
=
X'y 2,031,100 |
(X'X)
-
84
1,297,700
-17
-20 32 -40
-40 71
y'y 5.090708x10¹º,
ΣΥ = 637,000
(a)
(b)
Find the estimated least-squares regression equation for the model
Y₁ = B₁+B₁X₁₁ + B₂ X₁₁ +u₁
Provide concise interpretations of the coefficients of the independent variables
in the estimated least-squares regression equation.
(c)
Construct 95% confidence intervals for B₁ and B₂.
|
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