Refer to the accompanying data set of mean drive-through service times at dinner in seconds at two fast food restaurants. Construct a 95% 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.
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.
 alt="nner in seconds at two fast food restaurants. Construct a 95% confidence interval estimate of
at dinner for Restaurant X
Restaurant Drive-Through Service Times
Service Times (seconds)
Restaurant X
Restaurant Y
82
123
119
150
271
100
125
148
118
173
180
121
156
161
209
137
109
125
123
123
332
310
176
116
157
135
133
228
214
290
147
94
236
237
182
124
95
141
242
148
148
203
172
122
59
144
203
145
138
134
200
173
114
140
174
143
159
131
171
130
191
202
235
194
352
245
236
249
233
236
303
210
199
183
192
172
87
105
51
175
104
151
178
158
172
78
142
146
98
123
159
163
128
137
313
149
131
183
151
127
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