In: Statistics and Probability
The Salary Institute of America (SIOA) has gathered the following data on individuals working in the retail industry in Alabama.
a. Construct a 90% confidence interval to estimate the population mean salary for females with bachelors who work in the retail industry in Alabama. Interpret your interval.
b. Suppose you would like to estimate the population proportiion of retail workers in Georgia who have a masters degree with 95% confidence and a margin of error of 3 percentage points. How large of a sample would you need? Interpret your interval.
Gender | Age | Experience | Education | Annual_Salary |
Male | 30 | 3 | Bachelors | $38,556 |
Male | 31 | 1 | Masters | $35,829 |
Female | 29 | 5 | High School | $14,371 |
Male | 34 | 2 | Bachelors | $19,106 |
Female | 33 | 1 | Masters | $36,109 |
Female | 27 | 0 | High School | $17,439 |
Female | 42 | 11 | Bachelors | $49,987 |
Female | 21 | 0 | Bachelors | $17,784 |
Male | 29 | 3 | Bachelors | $22,100 |
Male | 23 | 0 | Bachelors | $26,118 |
Female | 36 | 5 | Masters | $39,205 |
Male | 37 | 11 | Bachelors | $42,331 |
Female | 44 | 7 | Bachelors | $49,861 |
Female | 25 | 2 | Bachelors | $27,750 |
Female | 39 | 5 | Bachelors | $38,450 |
Female | 50 | 10 | Bachelors | $76,927 |
Male | 56 | 5 | Bachelors | $109,285 |
Male | 44 | 12 | Masters | $50,912 |
Female | 32 | 4 | Bachelors | $33,100 |
Male | 28 | 0 | Bachelors | $36,901 |
Male | 46 | 4 | Masters | $54,613 |
Female | 23 | 0 | Bachelors | $28,743 |
Female | 20 | 0 | High School | $15,945 |
Female | 34 | 10 | Bachelors | $37,183 |
Male | 46 | 7 | Bachelors | $57,966 |
Male | 60 | 10 | Bachelors | $85,471 |
Male | 47 | 5 | Bachelors | $54,199 |
Female | 51 | 10 | Bachelors | $90,473 |
Female | 33 | 6 | Masters | $40,207 |
Male | 58 | 9 | Bachelors | $88,763 |
Male | 53 | 13 | Masters | $90,874 |
Male | 55 | 11 | Masters | $89,867 |
Male | 31 | 5 | Masters | $41,956 |
Male | 40 | 4 | Masters | $54,965 |
Male | 33 | 2 | Bachelors | $39,224 |
Male | 25 | 0 | Bachelors | $30,327 |
Female | 51 | 12 | Masters | $87,489 |
Female | 45 | 20 | Bachelors | $51,259 |
Female | 52 | 12 | Bachelors | $93,278 |
Male | 63 | 16 | Bachelors | $93,588 |
Female | 35 | 5 | Masters | $43,184 |
Female | 27 | 0 | High School | $18,014 |
Male | 26 | 0 | Bachelors | $21,750 |
Male | 38 | 6 | Masters | $39,455 |
Female | 48 | 6 | Bachelors | $53,388 |
Male | 24 | 0 | Bachelors | $29,356 |
Male | 47 | 11 | Bachelors | $49,638 |
Female | 50 | 8 | Bachelors | $51,194 |
Female | 41 | 9 | Bachelors | $48,442 |
Female | 42 | 11 | Bachelors | $50,712 |
Female | 37 | 8 | Bachelors | $31,008 |
Female | 35 | 3 | Bachelors | $36,932 |