Refer to the accompanying data set of mean drive-through service times at dinner in seconds at two fast food restaurants. Construct a 90% confidence interval estimate of the mean drive-through service time for Restaurant X at dinner; then do the same for Restaurant Y. Compare the results. Construct a 90% confidence interval of the mean drive-through service times at dinner for Restaurant X and Y?
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
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Restaurant Drive-Through Service Times
Service Times (seconds)
Restaurant X
Restaurant Y
82
118
119
148
264
99
123
153
118
173
178
123
147
159
214
131
110
119
125
129
334
304
180
113
159
134
132
230
214
296
152
92
230
242
181
131
90
131
245
139
152
196
174
117
61
142
197
154
139
134
202
179
113
141
173
148
159
131
169
135
192
194
231
192
351
245
231
250
233
232
310
210
197
182
184
174
86
106
54
168
107
149
175
159
174
78
146
142
102
129
160
166
124
141
310
151
131
185
154
127
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