Each of the instructions below should be completed using the file “Module 6 FuelData Template.xlsx”. Remember, you should NEVER hard-code the values into a cell and/or formula. In other words, you MUST use only cell references and formulas to complete all instructions and calculate your results; directly entering values into cells or formulas will result in ZERO credit for the step.Step 1: Download the attached file “Module 6 FuelData Template.xlsx” and open the file in Microsoft Excel. If necessary, navigate to the “Data” Worksheet (the regular one, not “Data with Premium Fuel Dummy”).Step 2: Insert a new column into the table between Displacement and Fuel Type, then calculate the square of the Displacement in the new column you created. Give your new column an appropriate title.Step 3: Use the Data Analysis package to run a Regression where you use Displacement and Displacement_Squared to predict Hwy MPG, making sure that you check Residual Plots under Output Options.Step 4: Title the resulting output worksheet “Quadratic Output” without the quotes.Step 5: Consider the Residual Plots generated by the Regression report; do either of the plots indicate a cause for concern that the necessary conditions for valid inference may not be met? Select your response by choosing from the drop-down menus in cells K3:K4 on the Data worksheet.Step 6: Based on your regression output, should we include the Displacement_Squared variable in our final model? Select “Yes” or “No” in cell K6 to indicate your response.Step 7: Proceed to the Data with Premium Fuel Dummy worksheet and run a regression using Displacement, ClassMidsize, ClassLarge, and FuelPremium to predict Hwy MPG.Step 8: Rename the output worksheet Dummy Variable Output.Step 9: Consider the Displacement Residual Plot and FuelPremium Residual Plot (for the purposes of this assignment, ignore the ClassMidsize and ClassLarge Plots since they are dummy variables and thus require special handling) generated by the Regression report; do either of the plots indicate a cause for concern that the necessary conditions for valid inference may not be met? Select your response by choosing from the drop-down menus in cells K3:K4 on the Data with Premium Fuel Dummy worksheet. Step 10: Based on your regression output, indicate which variables should be included in your final model by selecting from the drop-down menus in cells K7:K10 of the Data with Premium Fuel Dummy worksheet.Step 11: Which of the three dummy variables (ClassMidsize, ClassLarge, and FuelPremium) have the biggest impact on the Hwy MPG? Note that I did not ask which is the most significant, but rather which has the most meaningful influence on the output variable. Select your response in cell K12.Step 12: ClassMidsize and ClassLarge are both binary values, so they can each be 0 or 1, but they cannot both be 1 at the same time. This suggests that there are three possibilities for cars as it relates to these two variables: (0,0), (1,0), and (0,1). Interpret each of these three scenarios in your own words in the merged cells K14:N18.Car
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
Class
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Displacement
3.1
3.1
3
3
3
3
2.4
3.5
3
2.4
2.8
2.5
3
2.5
2.4
5.3
6
3.5
3.5
3.5
3.5
3.5
3.8
3.5
3.5
5.3
4.6
3.5
4.2
4.6
4.6
4.6
3.5
3.6
3.2
3.2
3.5
2.4
3.5
3.5
3.2
4.2
4.8
4.8
Disp^2
Fuel Type Hwy MPG
9.61
P
25
9.61
P
25
9
P
25
9
P
25
9
P
25
9
P
25
5.76
P
25
12.25
P
25
9
P
25
5.76
P
24
7.84
P
24
6.25
P
24
9
P
24
6.25
P
24
5.76
R
24
28.09
P
24
36
P
24
12.25
R
24
12.25
R
24
12.25
R
24
12.25
R
24
12.25
R
24
14.44
R
24
12.25
R
24
12.25
P
24
28.09
P
24
21.16
P
24
12.25
P
24
17.64
P
24
21.16
P
24
21.16
P
24
21.16
P
24
12.25
P
24
12.96
P
24
10.24
P
24
10.24
P
24
12.25
R
24
5.76
R
24
12.25
R
24
12.25
R
24
10.24
P
23
17.64
P
23
23.04
P
23
23.04
P
23
Quadratic Relationship
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
3.5
4.6
4.6
5.7
5.7
4.6
4.6
4.2
4.2
4.8
3.5
3
4.4
3
3.9
3.5
4.2
4.2
4.6
4.6
3.5
5.7
5.7
3.5
4.8
3
4.2
5
3.5
5.5
4.2
5.5
5.5
4.5
5.5
4.6
4.2
4.2
6
4.5
5.5
6
5.2
5.2
4.4
12.25
21.16
21.16
32.49
32.49
21.16
21.16
17.64
17.64
23.04
12.25
9
19.36
9
15.21
12.25
17.64
17.64
21.16
21.16
12.25
32.49
32.49
12.25
23.04
9
17.64
25
12.25
30.25
17.64
30.25
30.25
20.25
30.25
21.16
17.64
17.64
36
20.25
30.25
36
27.04
27.04
19.36
P
R
R
R
R
R
R
P
P
P
P
P
P
P
R
P
P
P
R
R
R
R
R
R
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
23
23
23
23
23
23
23
23
23
23
23
23
23
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
21
21
21
21
21
21
20
20
20
20
20
19
19
19
19
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
5.5
6.2
6.2
6.2
6.1
6.1
4.6
4.6
6.1
5.5
5.5
6.2
6
5.5
5
5
5.5
6
5.5
6
5.7
5.7
1.8
2
1.6
1.8
1.6
2.4
2
1.6
2
2
1.8
2.5
2
1.6
1.6
1.6
2
2.4
2
1.8
2.5
2.4
2
30.25
38.44
38.44
38.44
37.21
37.21
21.16
21.16
37.21
30.25
30.25
38.44
36
30.25
25
25
30.25
36
30.25
36
32.49
32.49
3.24
4
2.56
3.24
2.56
5.76
4
2.56
4
4
3.24
6.25
4
2.56
2.56
2.56
4
5.76
4
3.24
6.25
5.76
4
P
P
P
P
P
P
R
R
P
P
P
P
P
P
P
P
P
P
P
P
P
P
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
P
19
19
18
18
18
18
18
18
18
17
17
17
17
17
17
17
16
16
16
16
16
15
37
35
35
35
34
34
33
33
33
33
33
33
33
32
32
32
32
32
32
32
32
32
31
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
2.4
2
2
2.4
2.4
2.4
2.4
2.4
2.2
2.4
2.4
2.5
1.8
2
2.4
2.4
2
2.4
2.4
2
2.4
2.4
2.4
2.4
2
2.5
2.4
2
2
2
2
2
2.3
2.3
2
2
3.5
2.5
2.5
2.5
2.5
3.5
3.5
3.5
2.5
5.76
4
4
5.76
5.76
5.76
5.76
5.76
4.84
5.76
5.76
6.25
3.24
4
5.76
5.76
4
5.76
5.76
4
5.76
5.76
5.76
5.76
4
6.25
5.76
4
4
4
4
4
5.29
5.29
4
4
12.25
6.25
6.25
6.25
6.25
12.25
12.25
12.25
6.25
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
P
R
R
R
R
R
R
R
R
R
R
P
P
P
P
P
R
R
R
R
R
R
R
R
R
R
R
R
P
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
30
30
30
30
30
30
30
30
30
30
30
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
2
3.5
1.8
2.4
2.3
2.3
2.3
3.5
2.4
2.4
2
3
3
2.5
2.5
2.4
2.4
2.4
2.4
3.5
2
2
2
2
3.9
3.5
3.3
3.5
3.5
3
2.3
2
3.8
3.5
2.3
2.7
2.3
3.5
2.3
3.8
3.5
2
3.1
2.5
2.5
4
12.25
3.24
5.76
5.29
5.29
5.29
12.25
5.76
5.76
4
9
9
6.25
6.25
5.76
5.76
5.76
5.76
12.25
4
4
4
4
15.21
12.25
10.89
12.25
12.25
9
5.29
4
14.44
12.25
5.29
7.29
5.29
12.25
5.29
14.44
12.25
4
9.61
6.25
6.25
P
R
R
R
R
R
R
R
P
P
P
P
P
P
P
P
P
P
P
R
R
R
R
R
R
R
R
R
R
P
P
P
R
R
R
R
R
R
R
R
R
P
P
P
P
29
29
29
29
29
29
29
29
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
27
27
27
27
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
2.5
2.5
2.5
2.5
2.5
2.5
3.3
3.5
3.1
3
3.5
3.5
3.5
2.7
2.7
2.7
2
2.7
2.4
3
3
3.6
3
3
3
2
2.8
2.5
2.5
2.5
2.4
2.4
2.4
3.5
3.6
3.3
2.7
2.7
3.8
3.3
3.2
3.5
3
3
3
6.25
6.25
6.25
6.25
6.25
6.25
10.89
12.25
9.61
9
12.25
12.25
12.25
7.29
7.29
7.29
4
7.29
5.76
9
9
12.96
9
9
9
4
7.84
6.25
6.25
6.25
5.76
5.76
5.76
12.25
12.96
10.89
7.29
7.29
14.44
10.89
10.24
12.25
9
9
9
P
P
R
R
R
R
R
P
P
P
P
P
P
R
R
R
R
R
R
R
R
R
P
P
P
P
P
P
P
P
P
P
R
R
R
R
R
R
R
R
P
P
P
P
P
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
2.3
3.5
2.3
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.5
3.5
3
3.5
2.5
2.5
2.5
2.5
3.5
4.2
4.2
4.2
3.8
3.1
3
3
3
3
3.5
3.5
3.8
3.5
5.3
3.6
3.6
3.6
3.6
2.4
3
3
3
3
5.29
12.25
5.29
12.96
12.96
12.96
12.96
12.96
12.96
12.96
12.25
12.25
9
12.25
6.25
6.25
6.25
6.25
12.25
17.64
17.64
17.64
14.44
9.61
9
9
9
9
12.25
12.25
14.44
12.25
28.09
12.96
12.96
12.96
12.96
5.76
9
9
9
9
P
P
P
P
R
R
R
R
R
R
R
R
P
P
P
P
P
P
R
P
P
P
R
P
P
P
P
P
P
P
P
P
P
R
R
R
R
R
R
R
R
R
26
26
26
26
26
26
26
26
26
26
26
26
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
Variable
Residuals Interpretation
Displacement
Disp^2
Quadratic Relationship Significant?
Car
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
Class
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Displacement ClassMidsize
3.1
0
3.1
0
3
0
3
0
3
0
3
0
2.4
0
3.5
0
3
0
2.4
0
2.8
0
2.5
0
3
0
2.5
0
2.4
0
5.3
0
6
0
3.5
0
3.5
0
3.5
0
3.5
0
3.5
0
3.8
0
3.5
0
3.5
0
5.3
0
4.6
0
3.5
0
4.2
0
4.6
0
4.6
0
4.6
0
3.5
0
3.6
0
3.2
0
3.2
0
3.5
0
2.4
0
3.5
0
3.5
0
3.2
0
4.2
0
4.8
0
4.8
0
ClassLarge
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
FuelPremium Fuel Type
1
P
1
P
1
P
1
P
1
P
1
P
1
P
1
P
1
P
1
P
1
P
1
P
1
P
1
P
0
R
1
P
1
P
0
R
0
R
0
R
0
R
0
R
0
R
0
R
1
P
1
P
1
P
1
P
1
P
1
P
1
P
1
P
1
P
1
P
1
P
1
P
0
R
0
R
0
R
0
R
1
P
1
P
1
P
1
P
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
3.5
4.6
4.6
5.7
5.7
4.6
4.6
4.2
4.2
4.8
3.5
3
4.4
3
3.9
3.5
4.2
4.2
4.6
4.6
3.5
5.7
5.7
3.5
4.8
3
4.2
5
3.5
5.5
4.2
5.5
5.5
4.5
5.5
4.6
4.2
4.2
6
4.5
5.5
6
5.2
5.2
4.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
1
1
1
1
1
1
0
1
1
1
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
P
R
R
R
R
R
R
P
P
P
P
P
P
P
R
P
P
P
R
R
R
R
R
R
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
P
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Compact
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
5.5
6.2
6.2
6.2
6.1
6.1
4.6
4.6
6.1
5.5
5.5
6.2
6
5.5
5
5
5.5
6
5.5
6
5.7
5.7
1.8
2
1.6
1.8
1.6
2.4
2
1.6
2
2
1.8
2.5
2
1.6
1.6
1.6
2
2.4
2
1.8
2.5
2.4
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
P
P
P
P
P
P
R
R
P
P
P
P
P
P
P
P
P
P
P
P
P
P
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
P
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
2.4
2
2
2.4
2.4
2.4
2.4
2.4
2.2
2.4
2.4
2.5
1.8
2
2.4
2.4
2
2.4
2.4
2
2.4
2.4
2.4
2.4
2
2.5
2.4
2
2
2
2
2
2.3
2.3
2
2
3.5
2.5
2.5
2.5
2.5
3.5
3.5
3.5
2.5
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
R
P
R
R
R
R
R
R
R
R
R
R
P
P
P
P
P
R
R
R
R
R
R
R
R
R
R
R
R
P
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
2
3.5
1.8
2.4
2.3
2.3
2.3
3.5
2.4
2.4
2
3
3
2.5
2.5
2.4
2.4
2.4
2.4
3.5
2
2
2
2
3.9
3.5
3.3
3.5
3.5
3
2.3
2
3.8
3.5
2.3
2.7
2.3
3.5
2.3
3.8
3.5
2
3.1
2.5
2.5
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
1
1
1
1
P
R
R
R
R
R
R
R
P
P
P
P
P
P
P
P
P
P
P
R
R
R
R
R
R
R
R
R
R
P
P
P
R
R
R
R
R
R
R
R
R
P
P
P
P
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Midsize
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
2.5
2.5
2.5
2.5
2.5
2.5
3.3
3.5
3.1
3
3.5
3.5
3.5
2.7
2.7
2.7
2
2.7
2.4
3
3
3.6
3
3
3
2
2.8
2.5
2.5
2.5
2.4
2.4
2.4
3.5
3.6
3.3
2.7
2.7
3.8
3.3
3.2
3.5
3
3
3
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
1
1
1
1
1
P
P
R
R
R
R
R
P
P
P
P
P
P
R
R
R
R
R
R
R
R
R
P
P
P
P
P
P
P
P
P
P
R
R
R
R
R
R
R
R
P
P
P
P
P
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
Large
2.3
3.5
2.3
3.6
3.6
3.6
3.6
3.6
3.6
3.6
3.5
3.5
3
3.5
2.5
2.5
2.5
2.5
3.5
4.2
4.2
4.2
3.8
3.1
3
3
3
3
3.5
3.5
3.8
3.5
5.3
3.6
3.6
3.6
3.6
2.4
3
3
3
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
1
1
1
0
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
P
P
P
P
R
R
R
R
R
R
R
R
P
P
P
P
P
P
R
P
P
P
R
P
P
P
P
P
P
P
P
P
P
R
R
R
R
R
R
R
R
R
Hwy MPG
25
25
25
25
25
25
25
25
25
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
23
23
23
23
Variable
Displacement
FuelPremium
Residuals Interpretation
Variable Name
Displacement
ClassMidsize
ClassLarge
FuelPremium
Significant?
Most influential?
Car 1’s Size
23
23
23
23
23
23
23
23
23
23
23
23
23
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
21
21
21
21
21
21
20
20
20
20
20
19
19
19
19
19
19
18
18
18
18
18
18
18
17
17
17
17
17
17
17
16
16
16
16
16
15
37
35
35
35
34
34
33
33
33
33
33
33
33
32
32
32
32
32
32
32
32
32
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
30
30
30
30
30
30
30
30
30
30
30
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
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- From there, the payment sections will show, follow the guided payment process and your order will be available for our writing team to work on it.