Consider two models. One model predicts a house's current valuation on the LHS, and uses last year's tax assessment value on the right hand side. Call this model 1. Consider a second model that predicts the number of spouses 70 year olds have had on the left hand side, and uses their monthly number of church visits on the RHS side. Assume that both models rely on samples with the exact same n. Which of the following statements is most likely to be true? Group of answer choices The first model probably has better fit, and a smaller SSR The first model probably has worse fit, and a smaller SSR The first model probably has worse fit, and a larger SSR The first model probably has better fit, and a larger SSR The first model is probably uncovering a non-causal relationship, while the second model is probably a causal relationship

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter4: Equations Of Linear Functions
Section: Chapter Questions
Problem 8SGR
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Consider two models. One model predicts a house's current valuation on the LHS, and uses last year's tax assessment value on the right hand side. Call this model 1. Consider a second model that predicts the number of spouses 70 year olds have had on the left hand side, and uses their monthly number of church visits on the RHS side. Assume that both models rely on samples with the exact same n. Which of the following statements is most likely to be true?
Group of answer choices
The first model probably has better fit, and a smaller SSR
The first model probably has worse fit, and a smaller SSR
The first model probably has worse fit, and a larger SSR
The first model probably has better fit, and a larger SSR
The first model is probably uncovering a non-causal relationship, while the second model is probably a causal relationship
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