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Conceptual Models to Represent Relationships - Essay Example

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In the paper “Conceptual Models to Represent Relationships” the author collected sufficient data to help make successful changes for a better future for Santa Fe Grill. His goal is for Santa Fe to be known for their friendly staff, the freshness of the food and the high food quality…
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Conceptual Models to Represent Relationships
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Now that the project is concluded, we have edited it and made a digital copy. It is now necessary to make a decision on which is the best way to examine the information collected to best understand the interviewees and the issues that they reported about their experience at the restaurant. Hypothesis: i/ Customers with two or more children are more likely to drive over three miles to the restaurant than customers with one child., are more likely to drive more than 3 miles to come to the Restaurant compared to those with only one child.

 The best techniques to test the above hypothesis and relationships are ANOVA three to four means, CHI-SQUARE, and the T-TEST. These techniques were chosen after analyzing the types of data that we collected. Each technique analyzes data in a different way. The ANOVA technique was selected because it is useful for finding statistical variation between three or more averages. For example, question twelve asks customers if they think Santa Fe Grill has friendly employees. The data is taken from single, married and divorced customers, so the statistical technique that can be used will be ANOVA.

 The Chi-square was selected because it can be used to examine relationships involving nominally scaled data, unlike other statistical techniques. This technique was used for question number 32 where customers are supposed to classify their sexual orientation and other similar questions such as a question that asks the surveyed to indicate marital status. 

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