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VEHICLE MILES DEATHS PER Speeding Urban, Rural, Total Memorial Fourth Year Deaths TRAVELED Total 100,000,000 Labor Thanksgiving Christmas New Year (VMT) (MILLIONS) VEHICLE MILES TRAVELED

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VEHICLE MILES DEATHS PER Speeding Urban, Rural, Total Memorial Fourth Year Deaths TRAVELED Total 100,000,000 Labor Thanksgiving Christmas New Year (VMT) (MILLIONS) VEHICLE MILES TRAVELED Drivers DUI DUI DUI Crashes of July Day Crashes Crashes Crashes Crashes Holiday 2003 3,822 218,209 1.75 Crashes 383 513 397 910 40 29 31 43 2004 3,700 50 38 229,345 231 1.61 269 418 368 786 34 27 38 2005 3,558 32 22 234,231 38 191 1.52 301 384 314 698 31 40 27 47 2006 3,521 40 236,486 37 1.49 222 352 473 366 839 36 39 29 58 24 2007 3,462 27 241,746 213 1.43 292 513 402 915 32 15 2008 31 3,479 32 44 234,593 31 1.48 185 338 497 440 937 31 36 43 50 2009 3,122 47 47 231,976 254 1.35 297 524 398 922 31 33 31 36 2010 20 3,060 37 234,261 188 1.31 198 477 531 1,008 37 2011 27 42 3,068 36 237,443 27 28 1.29 197 185 503 472 975 34 36 25 25 2012 23 3,417 31 237,821 174 1.44 173 498 471 969 29 45 38 43 2013 3,407 13 244,536 30 198 1.39 182 503 488 991 34 2014 52 34 3,538 46 242,989 10 23 1.46 199 209 526 472 998 32 31 39 48 2015 35 3,585 41 258,122 226 1.39 165 460 472 932 42 41 33 34 2016 3,794 35 271,263 32 217 1.4 163 456 491 947 34 36 35 2017 3,726 53 272,981 33 41 1.36 232 151 483 487 970 48 57 35 51 29 2018 3,656 282,037 34 254 1.3 135 493 409 902 43 11 36 41 2019 3,623 40 288,227 48 1.26 219 149 408 434 842 43 37 2020 36 3,896 7 260,580 21 174 1.5 190 443 424 867 38 41 31 63 36 39 248 Sources of Data https://ftp.txdot.gov/pub/txdot-info/trf/crash_statistics/2020/a.pdf https://www.txdot.gov/inside-txdot/forms-publications/drivers-vehicles/publications/annual-summary/2014.html4. Develop an estimated regression equation with Vehicle miles travelled (in millions), Crashes caused by speeding drivers, Crashes caused by DUI drivers (total), and Holiday crashes (total) as the independent variables. Discuss your findings - 15 points (Use Deaths as Dependent Variable)

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