Question: Chapter 10.MCRegression with Dummies DataSet4 Q1 (Requires StatTools) Run a regression of Y versus the X's, using dummy variables as necessary. Which of the following

Chapter 10.MCRegression with Dummies DataSet4 Q1

(Requires StatTools) Run a regression of Y versus the X's, using dummy variables as necessary. Which of the following is true?

Clickhereto reference the data needed to answer the question.

a. If X1 and X2 both increase by 10 units, Y is expected to increase by about 4.47 units, regardless of the category in X3 (Yes, No, or Maybe).
b. For any given values of X1 and X2, if X3 changes from No to Yes, Y is expected to increase by about 5.72 units.
c. For any given values of X1 and X2, if X3 changes from Maybe to No, Y is expected to decrease by about 3.88 units.
d. All of these choices are true.
Y X1 X2 X3
173 252 311 Maybe
166 272 301 Yes
168 277 273 Maybe
202 266 474 Yes
160 247 314 Maybe
172 271 322 Yes
168 270 320 No
184 280 351 Maybe
200 295 451 Maybe
163 253 328 Maybe
182 294 395 No
183 297 375 No
164 258 313 No
174 275 318 Yes
197 292 450 Maybe
192 296 355 Yes
156 262 245 No
166 254 338 No
168 261 376 No
161 265 337 No
171 276 365 No
187 282 377 Yes
179 260 281 No
179 255 464 Yes
176 252 416 Yes
167 242 349 No
167 274 305 No
174 278 300 Yes
195 293 399 Maybe
158 251 262 Maybe
177 263 295 Yes
159 267 342 No
163 256 303 Maybe
191 273 432 Yes
158 247 336 No
172 268 372 No
170 259 334 No
184 304 317 Yes
174 262 329 Yes
178 278 370 Maybe
178 259 384 Yes
175 254 389 Maybe
175 279 359 Maybe
165 258 269 Maybe
184 284 423 No
181 289 361 Yes
177 284 368 Maybe
169 255 285 Maybe
188 274 361 Maybe
173 271 326 Yes
166 256 294 Yes
165 250 345 Maybe
160 275 241 Yes
170 249 406 Maybe
173 263 333 Maybe
175 286 404 No
169 260 279 No
163 279 310 No
179 288 296 Maybe
180 269 324 No
162 264 275 No
182 272 399 Yes
187 287 373 Maybe
188 283 437 Yes
181 280 409 Maybe
178 270 431 No
171 257 343 Yes
190 265 366 Yes
185 276 380 Maybe
175 281 308 Maybe
180 273 411 No
209 308 414 Yes
162 245 346 Maybe
193 303 379 Yes
178 261 385 No
183 267 420 Yes
196 299 352 Yes
176 267 383 No
156 257 257 No
169 268 255 Maybe
161 235 283 No
194 285 439 Yes
182 285 426 Maybe
186 291 363 Yes
164 240 392 Maybe
189 286 357 Maybe
169 264 401 No
167 270 350 Maybe
164 269 292 No
166 245 356 Maybe
159 243 341 No
171 277 324 No
163 265 331 No
172 283 391 Maybe
176 290 396 Yes
170 249 418 Yes
160 248 289 No
174 281 386 Yes
186 300 445 Yes
190 290 407 Yes

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