In Modules 1 and 4 you used some data you collected on two airlines, along with some data on the airline industry. Use the same data to perform a regression using load factor as the independent variable and revenue passenger miles as the dependent variable for one of your airlines. Summarize your results and include a description of what you would anticipate the relation between the two variables to be and what the actual results indicate. Are the results statistically significant? Be sure to include a table summarizing your results and a scatterplot of your data that includes the resulting model. Make sure and examine the plots discussed in this module regarding normality.
Text dataMFRCAR LINEDISPLACEMENTNUMB CYLTRANSCITY MPG (GUIDE)HWY MPG (GUIDE)COMB MPG (GUIDE)ASTON MARTINV8 VANTAGE4.38Auto(S6)132015ASTON MARTINV8 VANTAGE4.38Manual(M6)121915AUDIR84.28Auto(S6)131915AUDIR84.28Manual(M6)132015AUDITT ROADSTER24Auto(S6)222925AUDITT ROADSTER QUATTRO3.26Auto(S6)182420AUDITT ROADSTER QUATTRO3.26Manual(M6)172419BMWZ4 3.0I36Auto(S6)192822BMWZ4 3.0I36Manual(M6)182821BMWZ4 3.0SI36Auto(S6)192822BMWZ4 3.0SI36Manual(M6)182821BMWZ4 COUPE36Auto(S6)192822BMWZ4 COUPE36Manual(M6)182821BMWZ4 M COUPE3.26Manual(M6)152318BMWZ4 M ROADSTER3.26Manual(M6)152318BUGATTIVEYRON816Auto(S6)81410CADILLACXLR4.48Auto(S6)142116CADILLACXLR4.68Auto(S6)152418CHEVROLETCORVETTE6.28Auto(S6)152518CHEVROLETCORVETTE6.28Manual(M6)162619CHEVROLETCORVETTE78Manual(M6)152418CHRYSLERCROSSFIRE COUPE3.26Auto(L5)192521CHRYSLERCROSSFIRE COUPE3.26Manual(M6)152318CHRYSLERCROSSFIRE ROADSTER3.26Auto(L5)192521CHRYSLERCROSSFIRE ROADSTER3.26Manual(M6)152318DODGEVIPER CONVERTIBLE8.410Manual(M6)132216DODGEVIPER COUPE8.410Manual(M6)132216FERRARIF4304.38Auto(A6)111613FERRARIF4304.38Manual(M6)111613FERRARIFERRARI 599 GTB FIORANO5.912Auto(A6)111512FERRARIFERRARI 599 GTB FIORANO5.912Manual(M6)111512HONDAS20002.24Manual(M6)182521LAMBORGHINIGALLARDO COUPE510Auto(S6)111713LAMBORGHINIGALLARDO COUPE510Manual(M6)101713LAMBORGHINIGALLARDO SPYDER510Auto(S6)101612LAMBORGHINIGALLARDO SPYDER510Manual(M6)101512LAMBORGHINIMURCIELAGO6.512Auto(S6)91411LAMBORGHINIMURCIELAGO6.512Manual(M6)81310LAMBORGHINIMURCIELAGO REVENTON6.512Auto(S6)91411LAMBORGHINIMURCIELAGO ROADSTER6.512Auto(S6)91411LAMBORGHINIMURCIELAGO ROADSTER6.512Manual(M6)81310LOTUSELISE/EXIGE1.84Manual(M6)202622LOTUSELISE/EXIGE1.84Manual(M6)202622LOTUSELISE/EXIGE1.84Manual(M6)212723MAZDAMX-524Auto(S6)202723MAZDAMX-524Manual(M5)222724MAZDAMX-524Manual(M6)212824MERCEDES-BENZSL55 AMG5.48Auto(S5)121714MERCEDES-BENZSL5505.58Auto(L7)142116MERCEDES-BENZSL6005.512Auto(L5)111814MERCEDES-BENZSL65 AMG612Auto(S5)111814MERCEDES-BENZSLK28036Auto(L7)182420MERCEDES-BENZSLK28036Manual(M6)172520MERCEDES-BENZSLK3503.56Auto(L7)172319MERCEDES-BENZSLK3503.56Manual(M6)162319MERCEDES-BENZSLK55 AMG5.48Auto(S7)142016MERCEDES-BENZSLR5.48Auto(S5)121613MERCEDES-BENZSMART FORTWO (CONVERTIBLE)13Auto(S5)334136MERCEDES-BENZSMART FORTWO (COUPE)13Auto(S5)334136NISSAN350Z3.56Auto(S5)172420NISSAN350.
In Modules 1 and 4 you used some data you collected on two airline.docx
1. In Modules 1 and 4 you used some data you collected on two
airlines, along with some data on the airline industry. Use the
same data to perform a regression using load factor as the
independent variable and revenue passenger miles as the
dependent variable for one of your airlines. Summarize your
results and include a description of what you would anticipate
the relation between the two variables to be and what the actual
results indicate. Are the results statistically significant? Be sure
to include a table summarizing your results and a scatterplot of
your data that includes the resulting model. Make sure and
examine the plots discussed in this module regarding normality.
Text dataMFRCAR LINEDISPLACEMENTNUMB
CYLTRANSCITY MPG (GUIDE)HWY MPG (GUIDE)COMB
MPG (GUIDE)ASTON MARTINV8
VANTAGE4.38Auto(S6)132015ASTON MARTINV8
VANTAGE4.38Manual(M6)121915AUDIR84.28Auto(S6)13191
5AUDIR84.28Manual(M6)132015AUDITT
ROADSTER24Auto(S6)222925AUDITT ROADSTER
QUATTRO3.26Auto(S6)182420AUDITT ROADSTER
QUATTRO3.26Manual(M6)172419BMWZ4
3.0I36Auto(S6)192822BMWZ4
3.0I36Manual(M6)182821BMWZ4
3.0SI36Auto(S6)192822BMWZ4
3.0SI36Manual(M6)182821BMWZ4
COUPE36Auto(S6)192822BMWZ4
COUPE36Manual(M6)182821BMWZ4 M
COUPE3.26Manual(M6)152318BMWZ4 M
ROADSTER3.26Manual(M6)152318BUGATTIVEYRON816Aut
o(S6)81410CADILLACXLR4.48Auto(S6)142116CADILLACXL
R4.68Auto(S6)152418CHEVROLETCORVETTE6.28Auto(S6)1
52518CHEVROLETCORVETTE6.28Manual(M6)162619CHEVR
OLETCORVETTE78Manual(M6)152418CHRYSLERCROSSFIR
E COUPE3.26Auto(L5)192521CHRYSLERCROSSFIRE
4. CONVERTIBLE1.64Manual(M5)233226MINIMINI COOPER
S1.64Auto(S6)233227MINIMINI COOPER
S1.64Manual(M6)263429MINIMINI COOPER S
CONVERTIBLE1.64Auto(S6)192923MINIMINI COOPER S
CONVERTIBLE1.64Manual(M6)212924MITSUBISHIECLIPSE
SPYDER2.44Auto(S4)192622MITSUBISHIECLIPSE
SPYDER2.44Manual(M5)192622MITSUBISHIECLIPSE
SPYDER3.86Auto(S5)162419MITSUBISHIECLIPSE
SPYDER3.86Manual(M6)162519PORSCHE911
TURBO3.66Auto(L5)152318PORSCHE911
TURBO3.66Manual(M6)162318PORSCHE911 TURBO
CABRIOLET3.66Auto(L5)152318PORSCHE911 TURBO
CABRIOLET3.66Manual(M6)152418PORSCHECARRERA 2
CABRIOLET3.66Auto(L5)182420PORSCHECARRERA 2
CABRIOLET3.66Manual(M6)182621PORSCHECARRERA 2
COUPE3.66Auto(L5)182420PORSCHECARRERA 2
COUPE3.66Manual(M6)182621PORSCHECARRERA 2 S
CABRIOLET3.86Auto(L5)172420PORSCHECARRERA 2 S
CABRIOLET3.86Manual(M6)172520PORSCHECARRERA 2 S
COUPE3.86Auto(L5)172420PORSCHECARRERA 2 S
COUPE3.86Manual(M6)172520PORSCHECARRERA 4
CABRIOLET3.66Auto(L5)172419PORSCHECARRERA 4
CABRIOLET3.66Manual(M6)172520PORSCHECARRERA 4
COUPE3.66Auto(L5)172419PORSCHECARRERA 4
COUPE3.66Manual(M6)172520PORSCHECARRERA 4 S
CABRIOLET3.86Auto(L5)172319PORSCHECARRERA 4 S
CABRIOLET3.86Manual(M6)162419PORSCHECARRERA 4 S
COUPE3.86Auto(L5)172319PORSCHECARRERA 4 S
COUPE3.86Manual(M6)162419PORSCHECARRERA 4 S
TARGA3.86Auto(L5)172319PORSCHECARRERA 4 S
TARGA3.86Manual(M6)162419PORSCHECARRERA 4
TARGA3.66Auto(L5)172419PORSCHECARRERA 4
TARGA3.66Manual(M6)172520VOLKSWAGENNEW BEETLE
CONVERTIBLE2.55Auto(S6)202823VOLKSWAGENNEW
BEETLE CONVERTIBLE2.55Manual(M5)202823AUDIA4
CABRIOLET24Auto(AV)213024AUDIA4 CABRIOLET