Which concrete is best sold where? The marketing team of an engineering firm noticed that some of their concrete products are having trouble being sold at some of their distribution points. So they decided to investigate the sales for three concrete types: high-strength concrete, stamped concrete, and high-performance concrete. After consulting with the sales managers at three of their distribution points (A, B and C), they suspected two possibilities as potential reasons for the sales problem. The first is simply that some concrete types just sells better than others. The second is that in general, concrete sells in some places better than in others. So, they thought that if the first reason was true, they would have to just cut down on the production of the concrete types which don’t sell well. But if the second reason was true, then they would just limit normal distribution of concrete to places where it sells well. To clear these issues out they conducted a study. For each one of the three types of concrete they recorded the quantities sold at each of the three distribution points on a random sample of 45 days. The data is given in Table 1 with the following format. Check whether the data supports the first reasons suspected by the marketing team, and state your conclusion. Check whether the data supports the second reason suspected by the marketing team, and state your conclusion. Based on the results of (a) and (b), propose and discuss a concrete distribution policy for this engineering firm Distribution Point A Distribution Point B Distribution Point C High-strength concrete 223 117 201 234 99 102 259 66 130 187 55 153 160 108 183 199 79 170 216 95 169 252 113 169 197 63 160 237 105 162 219 139 143 212 144 209 257 98 181 194 118 210 220 150 192 210 140 156 177 113 172 202 149 166 254 58 181 209 110 148 209 60 169 195 100 144 193 104 173 201 120 190 187 94 177 204 112 158 206 135 155 231 136 169 195 142 190 224 152 133 159 147 139 205 116 137 179 122 155 201 119 121 230 111 169 244 69 166 200 102 162 208 85 109 215 82 184 268 82 180 243 109 164 235 109 147 186 96 102 226 83 138 208 106 111 Stamped concrete 227 148 162 228 117 150 214 95 199 152 155 281 93 199 201 151 170 217 133 145 228 150 231 240 98 170 212 75 94 110 150 174 237 211 98 190 191 134 173 202 62 163 163 151 205 127 138 198 108 118 191 86 104 233 168 126 200 129 118 250 166 170 223 124 157 216 119 101 193 119 178 208 190 124 275 188 173 205 148 185 185 171 132 159 149 145 225 69 162 245 109 145 193 178 186 201 132 141 214 139 115 210 180 169 136 179 144 203 161 202 210 174 127 211 210 200 169 134 134 188 149 134 202 90 212 238 134 170 202 121 96 183 151 89 219 High-performance concrete 161 215 157 109 267 177 148 206 121 116 325 236 145 200 118 146 212 59 210 217 140 95 220 93 142 201 83 146 170 121 178 155 93 156 230 174 119 219 163 204 174 168 179 243 97 153 151 181 178 208 166 193 239 111 134 264 127 163 165 119 139 163 110 126 159 191 201 113 74 159 197 169 114 210 176 146 202 145 154 123 52 209 148 175 134 214 68 132 172 161 129 188 166 141 214 88 194 194 170 161 304 180 151 213 94 102 107 134 200 180 140 203 196 100 100 218 134 177 149 142 141 185 203 45 190 96 67 249 98 181 233 104 145 216 107
Contingency Table
A contingency table can be defined as the visual representation of the relationship between two or more categorical variables that can be evaluated and registered. It is a categorical version of the scatterplot, which is used to investigate the linear relationship between two variables. A contingency table is indeed a type of frequency distribution table that displays two variables at the same time.
Binomial Distribution
Binomial is an algebraic expression of the sum or the difference of two terms. Before knowing about binomial distribution, we must know about the binomial theorem.
Which concrete is best sold where? The marketing team of an engineering firm noticed that some of their concrete products are having trouble being sold at some of their distribution points. So they decided to investigate the sales for three concrete types: high-strength concrete, stamped concrete, and high-performance concrete. After consulting with the sales managers at three of their distribution points (A, B and C), they suspected two possibilities as potential reasons for the sales problem. The first is simply that some concrete types just sells better than others. The second is that in general, concrete sells in some places better than in others. So, they thought that if the first reason was true, they would have to just cut down on the production of the concrete types which don’t sell well. But if the second reason was true, then they would just limit
- Check whether the data supports the first reasons suspected by the marketing team, and state your conclusion.
- Check whether the data supports the second reason suspected by the marketing team, and state your conclusion.
- Based on the results of (a) and (b), propose and discuss a concrete distribution policy for this engineering firm
|
Distribution Point A |
Distribution Point B |
Distribution Point C |
High-strength concrete |
223 |
117 |
201 |
|
234 |
99 |
102 |
|
259 |
66 |
130 |
|
187 |
55 |
153 |
|
160 |
108 |
183 |
|
199 |
79 |
170 |
|
216 |
95 |
169 |
|
252 |
113 |
169 |
|
197 |
63 |
160 |
|
237 |
105 |
162 |
|
219 |
139 |
143 |
|
212 |
144 |
209 |
|
257 |
98 |
181 |
|
194 |
118 |
210 |
|
220 |
150 |
192 |
|
210 |
140 |
156 |
|
177 |
113 |
172 |
|
202 |
149 |
166 |
|
254 |
58 |
181 |
|
209 |
110 |
148 |
|
209 |
60 |
169 |
|
195 |
100 |
144 |
|
193 |
104 |
173 |
|
201 |
120 |
190 |
|
187 |
94 |
177 |
|
204 |
112 |
158 |
|
206 |
135 |
155 |
|
231 |
136 |
169 |
|
195 |
142 |
190 |
|
224 |
152 |
133 |
|
159 |
147 |
139 |
|
205 |
116 |
137 |
|
179 |
122 |
155 |
|
201 |
119 |
121 |
|
230 |
111 |
169 |
|
244 |
69 |
166 |
|
200 |
102 |
162 |
|
208 |
85 |
109 |
|
215 |
82 |
184 |
|
268 |
82 |
180 |
|
243 |
109 |
164 |
|
235 |
109 |
147 |
|
186 |
96 |
102 |
|
226 |
83 |
138 |
|
208 |
106 |
111 |
Stamped concrete |
227 |
148 |
162 |
|
228 |
117 |
150 |
|
214 |
95 |
199 |
|
152 |
155 |
281 |
|
93 |
199 |
201 |
|
151 |
170 |
217 |
|
133 |
145 |
228 |
|
150 |
231 |
240 |
|
98 |
170 |
212 |
|
75 |
94 |
110 |
|
150 |
174 |
237 |
|
211 |
98 |
190 |
|
191 |
134 |
173 |
|
202 |
62 |
163 |
|
163 |
151 |
205 |
|
127 |
138 |
198 |
|
108 |
118 |
191 |
|
86 |
104 |
233 |
|
168 |
126 |
200 |
|
129 |
118 |
250 |
|
166 |
170 |
223 |
|
124 |
157 |
216 |
|
119 |
101 |
193 |
|
119 |
178 |
208 |
|
190 |
124 |
275 |
|
188 |
173 |
205 |
|
148 |
185 |
185 |
|
171 |
132 |
159 |
|
149 |
145 |
225 |
|
69 |
162 |
245 |
|
109 |
145 |
193 |
|
178 |
186 |
201 |
|
132 |
141 |
214 |
|
139 |
115 |
210 |
|
180 |
169 |
136 |
|
179 |
144 |
203 |
|
161 |
202 |
210 |
|
174 |
127 |
211 |
|
210 |
200 |
169 |
|
134 |
134 |
188 |
|
149 |
134 |
202 |
|
90 |
212 |
238 |
|
134 |
170 |
202 |
|
121 |
96 |
183 |
|
151 |
89 |
219 |
High-performance concrete |
161 |
215 |
157 |
|
109 |
267 |
177 |
|
148 |
206 |
121 |
|
116 |
325 |
236 |
|
145 |
200 |
118 |
|
146 |
212 |
59 |
|
210 |
217 |
140 |
|
95 |
220 |
93 |
|
142 |
201 |
83 |
|
146 |
170 |
121 |
|
178 |
155 |
93 |
|
156 |
230 |
174 |
|
119 |
219 |
163 |
|
204 |
174 |
168 |
|
179 |
243 |
97 |
|
153 |
151 |
181 |
|
178 |
208 |
166 |
|
193 |
239 |
111 |
|
134 |
264 |
127 |
|
163 |
165 |
119 |
|
139 |
163 |
110 |
|
126 |
159 |
191 |
|
201 |
113 |
74 |
|
159 |
197 |
169 |
|
114 |
210 |
176 |
|
146 |
202 |
145 |
|
154 |
123 |
52 |
|
209 |
148 |
175 |
|
134 |
214 |
68 |
|
132 |
172 |
161 |
|
129 |
188 |
166 |
|
141 |
214 |
88 |
|
194 |
194 |
170 |
|
161 |
304 |
180 |
|
151 |
213 |
94 |
|
102 |
107 |
134 |
|
200 |
180 |
140 |
|
203 |
196 |
100 |
|
100 |
218 |
134 |
|
177 |
149 |
142 |
|
141 |
185 |
203 |
|
45 |
190 |
96 |
|
67 |
249 |
98 |
|
181 |
233 |
104 |
|
145 |
216 |
107 |
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