Conduct a nonparametric test of hypothesis

Question

Discussion:

Q: Conduct a nonparametric test of hypothesis. use the Scheffe's nonparametric test as the "equivalent, nonparametric test" in the problem.

H0: There is no significant difference within the annual mean earning wages of Hispanic and Non Hispanic

H1: There is significant difference within the mean earning wages of hispanic and non hispanic
X1: Annual wage in dollars
X2: Industry (1=manufacturing, 2=construction, 0=other)
X3: Occupation (1=management, 2=sales, 3=clerical, 4=service, 5=professional, 0=other)
X4: Years of education
X5: Southern resident (0=no, 1=yes)
X6: Nonwhite (0=no, 1=yes)
X7: Hispanic (0=no, 1=yes)
X8: Female (0=no, 1=yes)
X9: Years of work experience
X10: Married (0=no, 1=yes)
X11: Age in years
X12: Union member (0=no, 1=yes)
100 observations

Wage	Industry	Occupation	Ed	South	Nonwh	Hisp	Fe	Ex	Marr	Age	Union
19388	1	0	6	1	0	0	0	45	1	57	0
49898	2	0	12	0	0	0	0	33	1	51	1
28219	0	3	12	1	0	0	0	12	1	30	0
83601	0	5	17	0	0	1	0	18	1	41	0
29736	0	4	8	0	0	1	0	47	1	61	1
50235	1	0	16	0	0	0	0	12	1	34	0
45976	0	2	12	0	0	0	0	43	1	61	1
33411	1	2	12	1	0	0	0	20	1	38	0
21716	0	5	12	0	0	0	1	11	0	29	0
37664	0	5	18	0	0	0	0	19	1	43	0
26820	0	5	18	0	0	0	0	33	0	57	1
29977	0	4	16	0	1	0	1	6	1	28	0
33959	0	5	17	0	0	0	1	26	1	49	1
11780	0	2	11	0	0	0	1	33	1	50	0
10997	0	4	14	0	1	0	0	0	0	20	0
17626	0	3	12	0	0	0	1	45	1	63	0
22133	0	5	16	0	0	0	1	10	0	32	1
21994	0	1	12	0	0	0	1	24	1	42	0
29390	0	0	13	0	0	0	0	18	1	37	0
32138	0	4	14	0	0	0	0	22	1	42	1
30006	1	3	16	0	0	0	1	27	1	49	0
68573	0	5	16	1	0	0	0	14	1	36	1
17694	0	4	8	0	0	0	1	38	1	52	0
26795	0	0	7	1	0	0	0	44	1	57	0
19981	0	4	4	0	0	0	0	54	1	64	0
14476	0	5	12	0	0	0	1	3	1	21	0
19452	0	4	13	0	1	0	0	3	0	22	0
28168	1	0	13	0	0	0	0	17	0	36	0
19306	0	5	9	1	1	0	1	34	1	49	1
13318	1	0	11	1	0	0	1	25	1	42	1
25166	0	4	12	0	0	0	1	10	0	28	0
18121	1	3	12	0	0	0	1	18	1	36	0
13162	1	0	12	0	1	0	0	6	0	24	1
32094	0	3	12	1	0	0	1	14	1	32	0
16667	0	3	12	1	0	0	0	4	0	22	0
50171	0	5	12	0	0	0	0	39	1	57	1
31691	1	0	12	0	0	0	0	13	0	31	0
36178	0	3	12	0	0	0	1	40	1	58	0
15234	0	1	12	1	0	1	1	4	0	22	0
16817	0	3	12	1	0	0	1	26	0	44	0
22485	0	3	12	0	0	0	0	22	0	40	0
30308	0	4	12	0	0	0	0	10	1	28	0
11702	0	2	14	1	0	0	1	6	1	26	0
11186	0	0	12	0	0	0	0	0	0	18	0
12285	0	1	12	0	0	0	1	42	1	60	0
19284	1	4	16	0	0	0	0	3	0	25	0
11451	1	0	12	0	0	0	1	8	1	26	0
57623	0	1	15	0	0	0	0	31	1	52	0
25670	0	3	13	0	0	0	1	8	0	27	1
83443	0	5	17	0	0	0	1	5	0	28	0
49974	1	1	16	0	1	0	0	26	1	48	1
46646	2	0	5	1	0	0	0	44	1	55	0
31702	0	3	12	1	0	0	1	39	1	57	0
13312	0	4	12	1	0	0	1	9	1	27	0
44543	0	2	18	0	0	0	0	10	1	34	0
15013	0	4	16	0	0	0	0	21	1	43	0
33389	0	1	14	0	1	0	0	22	0	42	0
60626	0	5	18	0	0	0	0	7	1	31	0
24509	0	5	14	0	0	1	1	15	0	35	0
20852	1	0	12	0	0	0	1	38	1	56	0
30133	2	0	10	0	0	0	0	27	1	43	0
31799	0	3	12	0	0	0	1	25	0	43	0
16796	0	4	12	0	0	0	1	14	1	32	0
20793	0	0	12	1	0	0	1	6	0	24	0
29407	0	4	10	1	0	0	0	19	0	35	0
29191	0	0	12	0	0	0	0	9	0	27	0
15957	0	2	12	1	0	0	1	10	0	28	0
34484	0	3	13	1	0	0	1	28	0	47	0
35185	1	3	14	0	0	0	1	12	1	32	0
26614	1	0	12	0	0	0	1	19	1	37	0
41780	0	0	12	1	0	0	0	9	1	27	0
55777	0	1	14	1	0	0	0	21	1	41	0
15160	0	4	8	1	0	0	1	45	0	59	0
66738	0	0	9	1	0	0	0	29	1	44	0
33351	0	5	16	1	0	0	1	4	1	26	0
33498	0	1	10	0	0	0	0	20	1	36	0
29809	0	4	8	0	1	0	1	29	0	43	0
15193	1	0	12	0	0	0	1	15	0	33	0
23027	0	4	14	0	1	0	0	34	1	54	1
75165	0	1	15	0	0	0	0	12	1	33	0
18752	0	4	11	0	0	0	1	45	0	62	1
83569	0	1	18	0	0	0	0	29	1	53	0
32235	0	3	12	0	0	0	1	38	1	56	0
20852	0	0	12	1	0	0	0	1	0	19	0
13787	0	4	11	0	0	0	0	4	1	21	0
34746	0	3	14	1	0	0	1	15	1	35	0
17690	0	1	12	1	1	0	0	14	1	32	0
52762	0	5	18	0	0	0	0	7	1	31	0
60152	0	5	16	1	0	0	0	38	1	60	0
33461	0	1	16	0	0	1	0	7	1	29	1
13481	0	4	12	1	0	1	0	7	0	25	0
9879	0	3	12	1	0	0	1	28	1	46	0
16789	0	3	13	1	0	0	1	6	1	25	0
31304	0	1	16	0	0	0	1	26	1	48	0
37771	0	5	15	0	0	0	0	5	0	26	0
50187	0	3	12	0	0	0	1	24	1	42	0
39888	0	3	12	1	0	0	0	5	0	23	0
19227	0	3	12	0	0	0	1	15	1	33	0
32786	1	0	11	1	0	0	0	37	1	54	1
28440	0	4	12	0	0	0	1	24	1	42	0