Solving Anova Table? (stats problem)

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Homework Help Overview

The problem involves analyzing an ANOVA table related to simple linear regression, specifically predicting employee salaries based on starting salaries. The original poster is working with limited data, including degrees of freedom and sums of squares, and is seeking assistance in calculating the F statistic and probability.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to understand how to derive the F statistic and probability from the limited data provided. Some participants suggest methods for filling in the ANOVA table and calculating necessary values, while others question how to utilize the TI-84 calculator for these calculations.

Discussion Status

Participants are exploring various methods to calculate the required statistics, with some providing guidance on using the calculator and formulas. There is an ongoing exchange of ideas regarding the interpretation of the data and the steps needed to complete the analysis.

Contextual Notes

The original poster has constraints due to the limited data available and is working within the framework of a homework assignment that may impose specific rules on the analysis. There is also a mention of the need for clarity on how to input values into the calculator.

zoiberg137
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Here is the problem:

The data referred to in this question were collected on 41 employees of a large company. The company is trying to predict the current salary of its employees from their starting salary (both expressed in thousands of dollars). The following is ANOVA table for simple linear regression:

Its not letting me copy and paste the table, but I am given three numbers here. The df, the model ss, and the total ss. I need the f statistic and probability. How can I possibly solve this?

Every video I look up shows how to find the f and p statistics show how to insert numbers into three or four lists, which makes sense, except that I don't have three or four lists worth of numbers. I only have the three numbers to work with. I am using a ti 84. Please help! Thank you!
 
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ok, here is an update. I get how to fill in the anova table for the ss and ms column. I think i understand how to calculate the f statistic by dividing the first ms number by the second ms number. What I still don't understand is how to get the probability. What numbers exactly do I put into my "lists"?
 
1. Take a screen shot of the table. Save the screen shot as a bmp or jpg and upload it into a post. This might help.

2. I don't know TI products specifically, but there should be an option under statistics for F distributions. I think it is going to Fcdf( or something like that. This requires the F-calculated value, the upper value (infinity), and the degrees of freedom). For infinity you can write in a very large number or E99.
 
IF you have two of the three sums of squares you can find the third:
SSTotal=SSFit + SSE

If you have one of the numbers of degrees of freedom you can find the others since you know the sample size
Once you have the sums of squares and the degrees of freedom you can find the required mean squares (mean square in each case = sum of squares divided by corresponding df)

Once you have the mean squares you can calculate the test statistic, and once you have that you can use it and the relevant dfs to find a p-value or required critical value

All you need to do is use the provided information and formulas to build the pieces of the complete table
 

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