Consider the relationship between customers who buy high-definition televisions and exercise machines as shown in Tables 6.19

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Consider the relationship between customers who buy high-definition televisions and exercise machines as shown in Tables 6.19 and 6.20.
(a) Compute the odds ratios for both tables.
(b) Compute the ϕ-coefficient for both tables.
(c) Compute the interest factor for both tables.
For each of the measures given above, describe how the direction of association changes when data is pooled together instead of being stratified.
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Introduction to Data Mining

ISBN: 978-0321321367

1st edition

Authors: Pang Ning Tan, Michael Steinbach, Vipin Kumar

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