[Statistics] Obtaining test statistic in short problem

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Homework Help Overview

The discussion revolves around obtaining the test statistic for a statistics problem related to a sample of 120 people categorized into workers, students, and retirees. Participants are exploring different statistical tests that could be applied, including F-tests and chi-square tests.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the use of an F-test and its formula, while others suggest a chi-square statistic might be more appropriate. Questions arise about expected values in the context of a contingency table.

Discussion Status

The discussion is ongoing, with participants providing insights and clarifications about the statistical methods. There is a focus on understanding how to calculate expected values based on predicted percentages, but no consensus has been reached on the best approach.

Contextual Notes

Participants note the sample size of 120 and the distribution among categories, but there is uncertainty regarding the expected counts based on the predicted percentages.

ozill
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Hey everyone! Exam practice, that time of year. In this problem 13 with correct answer C, I'm not sure how they get the test statistic: http://i.imgur.com/doar3.jpgI think they want you to use a F-test, that tests the entire model, which is calculated by: F= ((R^2)/ K)/ ((1 - R^2)/(n-K-1)) where K is the number of independent variables (3 in this question)

Then the R square is the percentage of the model that is explained, so the explained variation in Y / total variation in Y

R^2 = SSR / (SSE+SSR)
SSR= sum of squared regression, SSE=sum of squared errors

Thanks for any help or insight!
Many thanks
 
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I think they are doing a contingency table with a chi-square statistic.
 
Right, but I'm still at a loss! :)
 
Well, how many people in each of the three categories would expect, based on the predicted percentages? And how many were actually surveyed?
 
Hey, thanks for helping!

It's a sample of 120 people, so n=120
So in this sample : 60 workers, 30 students, 30 retirees
 
ozill said:
Hey, thanks for helping!

It's a sample of 120 people, so n=120
So in this sample : 60 workers, 30 students, 30 retirees

That was not the question. The question was: how many would you EXPECT in each group if the predicted percentages held true?

RGV
 

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