Your team have been accepted as interns in productivity commission. Your first job is to conduct an analysis based on various socio-economic variables. Your team is required to process and analyse 515 responses of Australian population response which was collected through a questionnaire on socio-economic variables.
Q4. It is a common perception that socio-economic factors influence life satisfaction. (Week 10)
- Explore the relationship between financial satisfaction and life satisfaction,
- Explore the relationship between satisfaction with employment opportunity and life satisfaction
- Explore the relationship between satisfaction in safety and life satisfaction
- ) Explore the relationship between satisfaction in the home you live and life satisfaction
- Use a simple linear regression model to analyze question ( i) to (iv) and report your findings (including all output from Excel and interpretation of results).
- (V) Use the multiple linear regression model and interpret the result.
I Satisfaction in emaployment opportunity 4.580582524 0.155944575 5 1 Mean Standard Error Median Mode Standard Deviation Sample Variance Kurtosis Skewness Range Minimum Maximum Sum Count Largest(1) Smallest(1) 3.538945584 12.52413585 -1.650275294 0.21160028 9 . B D E G H 1 Life Satisfaction Health Satisfaction Financial satisfaction 2 3 Mean 6.176699029 Mean 5.768932039 Mean 4.78252427 4 Standard Error 0.152360699 Standard Error 0.151672117 Standard Error 0.13852604 5 Median 8. Median 7 Median 5 6 Mode 1 Mode 1 Mode 1 7 Standard Deviation 3.4576145 Standard Deviation 3.441988078 Standard Deviation 3.14365605 8 Sample Variance 11.95509803 Sample Variance 11.84728193 Sample Variance 9.88257338 9 Kurtosis -1.266692587 Kurtosis -1.475594179 Kurtosis -1.40407388 10 Skewness -0.625736469 Skewness -0.398081283 Skewness -0.00657624 11 Range 9 Range 9 Range 10 12 Minimum 1 Minimum 1 Minimum 0 13 Maximum 10 Maximum 10 Maximum 10 14 Sum 3181 Sum 2971 Sum 2463 15 Count 515 Count 515 Count 515 16 Largest(1) 10 Largest(1) 10 Largest(1) 10 17 Smallest(1) 1 Smallest(1) 1 Smallest(1) 0 18 19 How safe you feel ( Satisfaction in Safety) Satisfaction in the home you live 20 21 Mean 6.015533981 Mean 6.28737864 22 Standard Error 0.153336407 Standard Error 0.16034072 23 Median 7 Median 8 24 Mode 1 Mode 1 25 Standard Deviation 3.479756837 Standard Deviation 3.63870994 26 Sample Variance 12.10870764 Sample Variance 13.24021 27 Kurtosis -1.386442989 Kurtosis -1.40228485 28 Skewness -0.476420717 Skewness -0.52643143 29 Range 9 Range 9 30 Minimum 1 Minimum 1 31 Maximum 10 Maximum 10 32 Sum 3098 Sum 3238 33 Count 515 Count 515 34 Largest(1) 10 Largest(1) 10 35 Smallest(1) 1 Smallest(1) 1 1 10 2359 515 10 1 I Satisfaction in emaployment opportunity 4.580582524 0.155944575 5 1 Mean Standard Error Median Mode Standard Deviation Sample Variance Kurtosis Skewness Range Minimum Maximum Sum Count Largest(1) Smallest(1) 3.538945584 12.52413585 -1.650275294 0.21160028 9 . B D E G H 1 Life Satisfaction Health Satisfaction Financial satisfaction 2 3 Mean 6.176699029 Mean 5.768932039 Mean 4.78252427 4 Standard Error 0.152360699 Standard Error 0.151672117 Standard Error 0.13852604 5 Median 8. Median 7 Median 5 6 Mode 1 Mode 1 Mode 1 7 Standard Deviation 3.4576145 Standard Deviation 3.441988078 Standard Deviation 3.14365605 8 Sample Variance 11.95509803 Sample Variance 11.84728193 Sample Variance 9.88257338 9 Kurtosis -1.266692587 Kurtosis -1.475594179 Kurtosis -1.40407388 10 Skewness -0.625736469 Skewness -0.398081283 Skewness -0.00657624 11 Range 9 Range 9 Range 10 12 Minimum 1 Minimum 1 Minimum 0 13 Maximum 10 Maximum 10 Maximum 10 14 Sum 3181 Sum 2971 Sum 2463 15 Count 515 Count 515 Count 515 16 Largest(1) 10 Largest(1) 10 Largest(1) 10 17 Smallest(1) 1 Smallest(1) 1 Smallest(1) 0 18 19 How safe you feel ( Satisfaction in Safety) Satisfaction in the home you live 20 21 Mean 6.015533981 Mean 6.28737864 22 Standard Error 0.153336407 Standard Error 0.16034072 23 Median 7 Median 8 24 Mode 1 Mode 1 25 Standard Deviation 3.479756837 Standard Deviation 3.63870994 26 Sample Variance 12.10870764 Sample Variance 13.24021 27 Kurtosis -1.386442989 Kurtosis -1.40228485 28 Skewness -0.476420717 Skewness -0.52643143 29 Range 9 Range 9 30 Minimum 1 Minimum 1 31 Maximum 10 Maximum 10 32 Sum 3098 Sum 3238 33 Count 515 Count 515 34 Largest(1) 10 Largest(1) 10 35 Smallest(1) 1 Smallest(1) 1 1 10 2359 515 10 1