What is the probability of randomly selecting one

Question

Using the Salary Data Set what is the probability of randomly selecting one individual (male or female) with a current annual salary of over $55,000?

You are a consultant working for Kaplan Consulting. The Director of Human Resources for a multi-national company has requested help in investigating a pay discrimination complaint brought by a female executive. The company provided the data in the Salary Data Set. Use PHStat and the appropriate t test, to investigate the claim of pay discrimination in the current salaries. Be sure to include:

1. Your null and alternative hypotheses;

2. The level of alpha you elect to use and why in terms of Type I or Type II error;

3. Show the output from the analysis;

4. Your interpretation of the results; and

5. A written statement to the director of Human Resources as to whether they should be concerned about the complaint.

Gender (1=male, 2=female)	Education (years)	Beginning Salary	Current Salary	Previous Experience (months)
1	8	$10,200	$27,100	0
1	8	$11,550	$31,300	24
2	8	$12,000	$28,350	26
2	8	$12,750	$24,150	96
2	8	$12,000	$21,150	159
1	8	$13,200	$31,900	190
1	8	$13,500	$21,600	228
1	8	$16,050	$36,250	264
2	8	$12,450	$21,750	318
1	8	$18,750	$35,200	344
2	8	$15,000	$30,750	451
1	12	$12,750	$31,900	0
1	12	$11,250	$44,900	0
1	12	$11,250	$23,400	0
1	12	$10,950	$28,150	0
2	12	$11,250	$20,400	0
2	12	$11,250	$20,700	2
2	12	$11,250	$21,300	3
2	12	$11,250	$28,500	4
2	12	$11,250	$19,650	5
2	12	$11,250	$22,350	5
1	12	$16,500	$42,200	7
2	12	$10,950	$24,300	8
2	12	$11,250	$19,950	8
2	12	$10,950	$22,050	9
2	12	$11,400	$25,500	9
1	12	$12,000	$45,500	11
2	12	$13,050	$26,550	11
2	12	$12,000	$27,750	11
2	12	$10,950	$19,650	11
2	12	$11,250	$23,100	13
1	12	$12,900	$26,700	18
1	12	$11,250	$23,400	18
1	12	$15,000	$40,800	24
1	12	$13,500	$29,700	26
1	12	$13,500	$27,900	32
2	12	$15,750	$33,540	47
2	12	$15,000	$30,750	56
2	12	$13,500	$27,300	66
2	12	$16,500	$35,700	72
1	12	$15,000	$37,500	75
2	12	$15,750	$30,270	80
2	12	$15,750	$24,450	87
1	12	$14,250	$24,450	117
1	12	$15,000	$35,000	121
1	12	$15,750	$37,650	132
2	12	$13,950	$19,650	133
1	12	$15,000	$25,800	143
1	12	$11,250	$28,500	154
2	12	$15,750	$31,200	155
2	12	$12,000	$20,850	163
2	12	$10,200	$16,350	163
2	12	$12,000	$23,100	228
1	12	$13,500	$44,000	244
2	12	$33,750	$49,400	272
2	12	$12,000	$21,450	381
1	12	$15,750	$30,600	460
2	15	$12,750	$28,200	19
2	15	$13,950	$22,950	22
2	15	$16,500	$29,400	24
2	15	$15,000	$30,900	25
1	15	$14,250	$27,750	34
2	15	$14,250	$46,000	48
2	15	$15,000	$35,250	54
2	15	$15,750	$30,300	55
1	15	$15,000	$26,700	56
1	15	$14,250	$34,650	61
2	15	$15,000	$32,400	64
2	15	$13,500	$32,100	67
2	15	$16,500	$40,350	80
2	15	$16,500	$28,050	84
2	15	$20,550	$49,000	86
2	15	$18,750	$26,000	114
1	15	$12,750	$27,900	115
1	15	$13,500	$23,850	122
2	15	$16,800	$35,100	137
2	15	$21,000	$45,000	138
1	15	$27,000	$57,000	144
2	15	$13,500	$23,700	359
1	16	$17,250	$34,500	3
2	16	$30,000	$56,750	15
2	16	$21,750	$70,000	19
1	16	$19,500	$52,650	20
2	16	$18,750	$40,200	36
1	16	$20,250	$34,950	55
1	16	$23,250	$45,625	60
2	16	$27,510	$67,500	70
2	16	$12,750	$25,050	123
2	16	$26,250	$32,300	126
1	16	$44,100	$110,500	128
2	16	$16,500	$30,300	143
1	16	$47,490	$66,000	150
2	16	$60,000	$79,500	150
2	17	$32,490	$60,000	17
1	17	$12,750	$29,100	375
1	18	$32,490	$68,125	29
1	19	$33,000	$61,250	9
1	19	$19,500	$36,000	21
2	19	$36,750	$51,875	199
2	19	$27,480	$52,125	221