In: Statistics and Probability
Analyze the data set (e.g. mean, standard deviation, scatterplot, histogram, bar chart, etc.)and discuss important findings. Suggest courses of action related to the given situation.
Variable Names: | |||||
1. VOL: Cubic feet of cab space | |||||
2. HP: Engine horsepower | |||||
3. MPG: Average miles per gallon | |||||
4. SP: Top speed (mph) | |||||
5. WT: Vehicle weight (100 lb) | |||||
MAKE / MODEL | VOL | HP | MPG | SP | WT |
GM/GeoMetroXF1 | 89 | 49 | 65.4 | 96 | 17.5 |
GM/GeoMetro | 92 | 55 | 56 | 97 | 20 |
GM/GeoMetroLSI | 92 | 55 | 55.9 | 97 | 20 |
SuzukiSwift | 92 | 70 | 49 | 105 | 20 |
DaihatsuCharade | 92 | 53 | 46.5 | 96 | 20 |
GM/GeoSprintTurbo | 89 | 70 | 46.2 | 105 | 20 |
GM/GeoSprint | 92 | 55 | 45.4 | 97 | 20 |
HondaCivicCRXHF | 50 | 62 | 59.2 | 98 | 22.5 |
HondaCivicCRXHF | 50 | 62 | 53.3 | 98 | 22.5 |
DaihatsuCharade | 94 | 80 | 43.4 | 107 | 22.5 |
SubaruJusty | 89 | 73 | 41.1 | 103 | 22.5 |
HondaCivicCRX | 50 | 92 | 40.9 | 113 | 22.5 |
HondaCivic | 99 | 92 | 40.9 | 113 | 22.5 |
SubaruJusty | 89 | 73 | 40.4 | 103 | 22.5 |
SubaruJusty | 89 | 66 | 39.6 | 100 | 22.5 |
SubaruJusty4wd | 89 | 73 | 39.3 | 103 | 22.5 |
ToyotaTercel | 91 | 78 | 38.9 | 106 | 22.5 |
HondaCivicCRX | 50 | 92 | 38.8 | 113 | 22.5 |
ToyotaTercel | 91 | 78 | 38.2 | 106 | 22.5 |
FordEscort | 103 | 90 | 42.2 | 109 | 25 |
HondaCivic | 99 | 92 | 40.9 | 110 | 25 |
PontiacLeMans | 107 | 74 | 40.7 | 101 | 25 |
IsuzuStylus | 101 | 95 | 40 | 111 | 25 |
DodgeColt | 96 | 81 | 39.3 | 105 | 25 |
GM/GeoStorm | 89 | 95 | 38.8 | 111 | 25 |
HondaCivicCRX | 50 | 92 | 38.4 | 110 | 25 |
HondaCivicWagon | 117 | 92 | 38.4 | 110 | 25 |
HondaCivic | 99 | 92 | 38.4 | 110 | 25 |
Subaru Loyale | 102 | 90 | 29.5 | 109 | 25 |
VolksJettaDiesel | 104 | 52 | 46.9 | 90 | 27.5 |
Mazda323Protege | 107 | 103 | 36.3 | 112 | 27.5 |
FordEscortWagon | 114 | 84 | 36.1 | 103 | 27.5 |
FordEscort | 101 | 84 | 36.1 | 103 | 27.5 |
GM/GeoPrism | 97 | 102 | 35.4 | 111 | 27.5 |
ToyotaCorolla | 113 | 102 | 35.3 | 111 | 27.5 |
EagleSummit | 101 | 81 | 35.1 | 102 | 27.5 |
NissanCentraCoupe | 98 | 90 | 35.1 | 106 | 27.5 |
NissanCentraWagon | 88 | 90 | 35 | 106 | 27.5 |
ToyotaCelica | 86 | 102 | 33.2 | 109 | 30 |
ToyotaCelica | 86 | 102 | 32.9 | 109 | 30 |
ToyotaCorolla | 92 | 130 | 32.3 | 120 | 30 |
ChevroletCorsica | 113 | 95 | 32.2 | 106 | 30 |
ChevroletBeretta | 106 | 95 | 32.2 | 106 | 30 |
ToyotaCorolla | 92 | 102 | 32.2 | 109 | 30 |
PontiacSunbirdConv | 88 | 95 | 32.2 | 106 | 30 |
DodgeShadow | 102 | 93 | 31.5 | 105 | 30 |
DodgeDaytona | 99 | 100 | 31.5 | 108 | 30 |
EagleSpirit | 111 | 100 | 31.4 | 108 | 30 |
FordTempo | 103 | 98 | 31.4 | 107 | 30 |
ToyotaCelica | 86 | 130 | 31.2 | 120 | 30 |
ToyotaCamry | 101 | 115 | 33.7 | 109 | 35 |
ToyotaCamry | 101 | 115 | 32.6 | 109 | 35 |
ToyotaCamry | 101 | 115 | 31.3 | 109 | 35 |
ToyotaCamryWagon | 124 | 115 | 31.3 | 109 | 35 |
OldsCutlassSup | 113 | 180 | 30.4 | 133 | 35 |
OldsCutlassSup | 113 | 160 | 28.9 | 125 | 35 |
Saab9000 | 124 | 130 | 28 | 115 | 35 |
FordMustang | 92 | 96 | 28 | 102 | 35 |
ToyotaCamry | 101 | 115 | 28 | 109 | 35 |
ChryslerLebaronConv | 94 | 100 | 28 | 104 | 35 |
DodgeDynasty | 115 | 100 | 28 | 105 | 35 |
Volvo740 | 111 | 145 | 27.7 | 120 | 35 |
FordThunderbird | 116 | 120 | 25.6 | 107 | 40 |
ChevroletCaprice | 131 | 140 | 25.3 | 114 | 40 |
LincolnContinental | 123 | 140 | 23.9 | 114 | 40 |
ChryslerNewYorker | 121 | 150 | 23.6 | 117 | 40 |
BuickReatta | 50 | 165 | 23.6 | 122 | 40 |
OldsTrof/Toronado | 114 | 165 | 23.6 | 122 | 40 |
Oldsmobile98 | 127 | 165 | 23.6 | 122 | 40 |
PontiacBonneville | 123 | 165 | 23.6 | 122 | 40 |
LexusLS400 | 112 | 245 | 23.5 | 148 | 40 |
Nissan300ZX | 50 | 280 | 23.4 | 160 | 40 |
Volvo760Wagon | 135 | 162 | 23.4 | 121 | 40 |
Audi200QuatroWag | 132 | 162 | 23.1 | 121 | 40 |
BuickElectraWagon | 160 | 140 | 22.9 | 110 | 45 |
CadillacBrougham | 129 | 140 | 22.9 | 110 | 45 |
CadillacBrougham | 129 | 175 | 19.5 | 121 | 45 |
Mercedes500SL | 50 | 322 | 18.1 | 165 | 45 |
Mercedes560SEL | 115 | 238 | 17.2 | 140 | 45 |
JaguarXJSConvert | 50 | 263 | 17 | 147 | 45 |
BMW750IL | 119 | 295 | 16.7 | 157 | 45 |
Rolls-RoyceVarious | 107 | 236 | 13.2 | 130 | 55 |
I have used R to do all the simulations. You can use any tool to deduce the same.
Hope the ans is helpful. Good Luck!!