Question
Nee the solution in SAS Using the methods described in this chapter and the family lung function data described in LUNG.txt, and choosing from among
Nee the solution in SAS
Using the methods described in this chapter and the family lung function data described in LUNG.txt, and choosing from among the variables OCAGE, OCWEIGHT, MHEIGHT, MWEIGHT, FHEIGHT, and FWEIGHT, select the variable that best predict height in the oldest child. Show your analysis.
lung.txt data below:
ID,AREA,FSEX,FAGE,FHEIGHT,FWEIGHT,FFVC,FFEV1,MSEX,MAGE,MHEIGHT,MWEIGHT,MFVC,MFEV1,OCSEX,OCAGE,OCHEIGHT,OCWEIGHT,OCFVC,OCFEV1,MCSEX,MCAGE,MCHEIGHT,MCWEIGHT,MCFVC,MCFEV1,YCSEX,YCAGE,YCHEIGHT,YCWEIGHT,YCFVC,YCFEV1
1,1,1,53,61,161,391,323,2,43,62,136,370,331,2,12,59,115,296,279,.,.,.,.,.,.,.,.,.,.,.,.
2,1,1,40,72,198,441,395,2,38,66,160,411,347,1,10,56,66,323,239,.,.,.,.,.,.,.,.,.,.,.,.
3,1,1,26,69,210,445,347,2,27,59,114,309,265,1,8,50,59,114,111,.,.,.,.,.,.,.,.,.,.,.,.
4,1,1,34,68,187,433,374,2,36,58,123,265,206,2,11,57,106,256,185,1,9,49,56,159,130,.,.,.,.,.,.
5,1,1,46,61,121,354,290,2,39,62,128,245,233,1,16,61,88,260,247,2,12,60,85,268,234,2,10,50,53,154,143
6,1,1,44,72,153,610,491,2,36,66,125,349,306,1,15,67,100,389,355,1,13,57,87,276,237,2,10,55,72,195,169
7,1,1,35,64,145,345,339,2,27,68,206,492,425,2,11,54,70,218,163,.,.,.,.,.,.,.,.,.,.,.,.
8,1,1,45,69,166,484,419,2,45,63,115,342,271,1,15,67,153,460,388,2,9,54,81,193,187,.,.,.,.,.,.
9,1,1,45,68,180,489,429,2,41,68,144,357,313,2,14,65,144,289,272,1,12,62,108,257,235,.,.,.,.,.,.
10,1,1,30,66,166,550,449,2,26,67,156,364,345,2,9,49,52,192,142,.,.,.,.,.,.,.,.,.,.,.,.
11,1,1,46,70,188,473,390,2,44,65,136,348,243,1,17,68,145,501,381,.,.,.,.,.,.,.,.,.,.,.,.
12,1,1,50,68,179,391,334,2,48,64,179,232,186,2,11,50,54,152,144,1,7,50,61,236,153,.,.,.,.,.,.
13,1,1,31,74,210,526,398,2,30,66,143,399,365,2,8,52,61,148,132,.,.,.,.,.,.,.,.,.,.,.,.
14,1,1,37,67,195,468,401,2,32,67,164,508,357,2,10,55,61,224,205,1,8,54,87,241,165,.,.,.,.,.,.
15,1,1,40,70,190,522,456,2,35,59,112,303,257,2,11,56,92,244,206,.,.,.,.,.,.,.,.,.,.,.,.
16,1,1,32,71,170,501,411,2,32,68,138,448,354,2,9,55,61,169,149,2,7,49,50,118,108,.,.,.,.,.,.
17,1,1,37,74,198,595,414,2,35,62,145,360,292,1,13,61,103,296,250,2,10,58,85,249,218,.,.,.,.,.,.
18,1,1,54,72,223,361,285,2,47,65,122,363,275,1,11,59,84,216,213,2,9,54,58,202,184,.,.,.,.,.,.
19,1,1,34,66,176,467,383,2,30,57,110,260,204,2,8,49,52,171,142,.,.,.,.,.,.,.,.,.,.,.,.
20,1,1,40,69,178,618,479,2,37,63,131,350,287,2,16,64,117,371,353,1,12,57,85,254,214,.,.,.,.,.,.
21,1,1,33,69,176,651,472,2,31,65,142,428,319,2,11,62,101,297,258,2,8,50,52,134,131,.,.,.,.,.,.
22,1,1,31,72,163,512,463,2,30,66,147,417,355,1,7,49,55,164,157,.,.,.,.,.,.,.,.,.,.,.,.
23,1,1,51,73,215,499,416,2,49,63,122,299,294,1,17,70,180,496,436,1,15,67,148,391,287,1,12,64,105,326,299
24,1,1,30,71,163,518,470,2,29,65,125,206,202,1,8,50,50,158,144,.,.,.,.,.,.,.,.,.,.,.,.
25,2,1,39,67,151,458,377,2,34,64,176,418,351,1,17,71,164,567,449,2,13,61,145,266,242,.,.,.,.,.,.
26,2,1,36,68,151,488,425,2,33,63,124,319,286,1,13,60,104,313,299,2,9,54,61,195,169,.,.,.,.,.,.
27,2,1,33,66,178,421,375,2,29,66,170,397,325,1,10,55,73,233,190,.,.,.,.,.,.,.,.,.,.,.,.
28,2,1,34,73,209,544,470,2,32,63,108,344,285,1,13,59,83,235,215,2,10,53,55,114,90,.,.,.,.,.,.
29,2,1,52,68,182,365,318,2,44,64,128,356,298,2,14,63,115,303,291,.,.,.,.,.,.,.,.,.,.,.,.
30,2,1,39,68,209,417,362,2,36,63,133,339,291,1,14,63,103,330,253,2,13,61,102,226,198,2,11,56,68,192,168
31,2,1,41,67,155,381,250,2,38,64,132,365,334,2,15,61,102,374,235,1,13,59,105,261,219,.,.,.,.,.,.
32,2,1,43,70,196,470,413,2,44,67,145,411,328,2,17,66,139,366,282,2,16,66,141,356,305,1,14,66,130,473,405
33,2,1,32,70,194,592,501,2,31,60,168,215,175,2,10,54,104,238,199,2,8,50,55,174,136,.,.,.,.,.,.
34,2,1,33,71,178,586,466,2,32,64,123,310,297,2,12,59,93,226,218,2,10,54,61,185,169,1,7,46,44,194,112
35,2,1,36,74,191,598,496,2,36,64,133,301,257,1,9,56,82,240,203,.,.,.,.,.,.,.,.,.,.,.,.
36,2,1,47,66,150,465,385,2,46,65,131,394,303,2,13,59,85,336,233,2,7,50,51,149,126,2,7,50,51,131,127
37,2,1,26,66,158,473,377,2,26,67,151,343,302,2,9,51,57,184,166,.,.,.,.,.,.,.,.,.,.,.,.
38,2,1,35,69,184,400,350,2,42,65,179,362,305,1,17,68,154,482,441,.,.,.,.,.,.,.,.,.,.,.,.
39,2,1,52,73,187,611,472,2,50,64,140,380,304,1,17,70,170,503,439,2,12,60,109,266,227,.,.,.,.,.,.
40,2,1,35,66,169,302,251,2,34,61,90,233,194,1,13,61,90,250,191,1,12,57,85,314,173,1,10,53,65,179,162
41,2,1,50,70,146,510,429,2,48,67,159,317,308,2,16,69,138,468,424,.,.,.,.,.,.,.,.,.,.,.,.
42,2,1,41,72,234,508,409,2,39,65,241,298,254,2,16,64,147,381,303,2,12,64,203,305,262,1,12,67,191,355,273
43,2,1,34,65,159,477,401,2,30,61,150,362,297,2,11,54,85,217,183,1,8,50,60,194,139,.,.,.,.,.,.
44,2,1,54,69,176,519,424,2,52,61,125,303,258,1,14,60,96,361,309,.,.,.,.,.,.,.,.,.,.,.,.
45,2,1,46,67,186,449,405,2,46,61,231,288,248,2,17,63,174,321,287,.,.,.,.,.,.,.,.,.,.,.,.
46,2,1,48,66,172,437,320,2,47,65,200,252,248,1,14,63,133,403,312,1,10,54,72,207,193,.,.,.,.,.,.
47,2,1,42,68,152,391,329,2,42,62,116,281,256,2,16,61,138,294,288,.,.,.,.,.,.,.,.,.,.,.,.
48,2,1,38,70,214,462,408,2,36,65,129,407,294,1,16,72,141,527,431,2,15,62,113,348,293,.,.,.,.,.,.
49,2,1,38,73,196,606,497,2,36,66,130,422,366,2,15,66,128,353,314,1,13,68,124,413,383,.,.,.,.,.,.
50,2,1,45,75,186,666,585,2,43,66,151,280,227,1,16,75,171,689,545,2,13,65,114,278,264,.,.,.,.,.,.
51,2,1,51,71,232,448,350,2,48,62,150,345,289,1,17,69,185,680,499,2,15,67,141,371,288,.,.,.,.,.,.
52,2,1,40,66,187,452,397,2,42,64,140,423,369,1,17,69,161,581,544,1,14,66,131,459,419,.,.,.,.,.,.
53,2,1,43,67,150,438,356,2,38,66,138,275,262,2,9,54,58,128,120,.,.,.,.,.,.,.,.,.,.,.,.
54,2,1,49,71,172,398,325,2,39,61,150,309,268,2,16,63,111,262,245,1,11,57,76,217,199,.,.,.,.,.,.
55,2,1,35,67,158,447,404,2,31,64,123,351,311,1,12,56,75,236,204,2,10,55,68,189,182,.,.,.,.,.,.
56,2,1,59,73,180,512,410,2,56,67,138,418,321,2,17,69,131,463,429,1,16,74,136,439,381,.,.,.,.,.,.
57,2,1,38,73,172,504,449,2,35,65,146,335,309,1,10,54,60,153,147,1,8,49,49,136,122,.,.,.,.,.,.
58,2,1,46,71,194,600,489,2,45,67,128,343,283,2,16,66,105,338,310,1,13,63,94,318,293,.,.,.,.,.,.
59,2,1,40,71,176,563,476,2,40,65,128,337,300,1,16,71,148,488,453,2,15,65,106,264,212,1,11,61,91,337,269
60,2,1,35,71,187,566,500,2,36,65,142,356,307,1,10,56,69,201,180,.,.,.,.,.,.,.,.,.,.,.,.
61,2,1,40,65,144,475,409,2,38,63,108,302,256,1,12,56,90,226,189,2,11,53,68,175,155,.,.,.,.,.,.
62,2,1,50,67,170,383,306,2,41,68,145,421,305,1,11,59,122,280,226,.,.,.,.,.,.,.,.,.,.,.,.
63,2,1,43,68,200,496,385,2,38,63,137,349,277,2,17,67,122,379,349,.,.,.,.,.,.,.,.,.,.,.,.
64,2,1,50,68,205,373,309,2,53,62,160,275,225,1,15,67,186,410,334,.,.,.,.,.,.,.,.,.,.,.,.
65,2,1,42,70,160,513,450,2,39,62,143,412,362,1,16,65,125,325,311,2,13,57,86,296,253,.,.,.,.,.,.
66,2,1,39,66,188,488,390,2,32,62,124,257,206,1,10,49,50,107,98,.,.,.,.,.,.,.,.,.,.,.,.
67,2,1,32,70,235,537,430,2,32,62,181,362,316,1,13,67,140,434,356,1,12,59,108,301,256,1,9,56,82,255,213
68,2,1,40,69,213,462,395,2,39,62,134,386,285,1,17,68,151,490,456,2,17,63,111,317,304,1,14,67,126,438,372
69,2,1,54,69,179,510,384,2,52,62,121,336,318,1,16,66,118,392,380,1,11,54,64,202,179,.,.,.,.,.,.
70,2,1,36,66,173,421,352,2,33,63,113,292,278,2,13,61,104,293,269,2,11,60,96,264,255,.,.,.,.,.,.
71,2,1,44,73,178,602,450,2,42,65,161,316,295,2,11,60,78,149,133,.,.,.,.,.,.,.,.,.,.,.,.
72,2,1,45,68,173,413,339,2,40,66,125,374,307,2,14,67,116,368,336,2,11,59,77,208,176,.,.,.,.,.,.
73,2,1,42,69,220,411,372,2,40,61,164,283,256,1,16,64,125,325,272,2,13,60,109,292,258,1,10,56,87,280,238
74,3,1,51,73,158,657,499,2,47,66,116,404,333,1,17,72,163,604,521,2,11,62,98,322,269,.,.,.,.,.,.
75,3,1,54,66,155,340,305,2,52,64,152,296,245,2,16,63,95,242,238,.,.,.,.,.,.,.,.,.,.,.,.
76,3,1,46,69,192,407,343,2,48,67,205,325,283,2,16,67,142,326,301,2,14,66,136,294,275,1,13,60,134,257,209
77,3,1,28,72,172,638,545,2,28,62,124,330,328,1,9,52,64,150,140,.,.,.,.,.,.,.,.,.,.,.,.
78,3,1,53,70,194,553,443,2,56,62,133,282,224,1,14,65,117,376,261,.,.,.,.,.,.,.,.,.,.,.,.
79,3,1,28,69,194,495,407,2,27,62,128,302,259,2,8,48,53,128,108,.,.,.,.,.,.,.,.,.,.,.,.
80,3,1,39,67,226,319,293,2,34,62,126,245,222,2,14,62,113,289,262,.,.,.,.,.,.,.,.,.,.,.,.
81,3,1,43,74,216,600,490,2,41,64,141,316,266,2,10,60,94,335,216,.,.,.,.,.,.,.,.,.,.,.,.
82,3,1,35,69,164,526,402,2,34,62,144,349,305,1,12,59,100,269,240,.,.,.,.,.,.,.,.,.,.,.,.
83,3,1,38,70,171,569,451,2,35,64,145,432,356,1,12,64,111,406,331,1,8,49,55,172,144,.,.,.,.,.,.
84,3,1,37,68,138,624,537,2,36,67,128,327,307,1,14,70,156,563,474,.,.,.,.,.,.,.,.,.,.,.,.
85,3,1,42,71,169,407,329,2,41,69,145,447,331,1,12,59,80,201,197,1,9,57,84,230,206,.,.,.,.,.,.
86,3,1,33,67,183,511,445,2,33,63,124,287,218,2,7,49,55,164,138,.,.,.,.,.,.,.,.,.,.,.,.
87,3,1,45,64,153,559,471,2,46,60,150,309,252,1,10,58,80,240,225,2,8,56,99,272,238,.,.,.,.,.,.
88,3,1,33,67,175,540,399,2,32,57,108,279,221,2,13,55,72,152,110,.,.,.,.,.,.,.,.,.,.,.,.
89,3,1,41,73,213,434,362,2,40,67,170,370,305,2,13,64,108,314,289,.,.,.,.,.,.,.,.,.,.,.,.
90,3,1,41,69,188,466,415,2,42,68,159,243,215,1,11,60,98,288,228,.,.,.,.,.,.,.,.,.,.,.,.
91,3,1,34,74,200,585,486,2,31,68,154,567,426,2,8,54,64,193,183,2,8,50,50,189,172,.,.,.,.,.,.
92,3,1,38,66,143,441,384,2,40,67,130,355,308,2,8,46,45,163,127,.,.,.,.,.,.,.,.,.,.,.,.
93,4,1,42,70,197,568,458,2,37,68,147,398,296,1,12,60,108,321,274,1,10,61,91,296,233,1,9,55,74,205,183
94,4,1,43,67,171,410,327,2,41,66,260,349,289,2,9,52,66,185,160,.,.,.,.,.,.,.,.,.,.,.,.
95,4,1,40,70,164,606,389,2,40,65,163,333,270,1,16,65,112,391,315,1,13,62,95,309,251,2,9,54,70,197,144
96,4,1,36,71,205,587,398,2,34,64,195,388,321,2,9,52,58,192,155,.,.,.,.,.,.,.,.,.,.,.,.
97,4,1,44,63,145,413,345,2,37,63,132,384,337,2,14,59,86,274,247,.,.,.,.,.,.,.,.,.,.,.,.
98,4,1,42,70,177,509,422,2,42,66,155,359,331,2,13,64,117,334,311,2,10,57,82,236,212,2,7,50,65,175,142
99,4,1,30,71,156,620,525,2,29,62,143,362,299,1,7,48,55,155,138,.,.,.,.,.,.,.,.,.,.,.,.
100,4,1,46,69,207,375,280,2,44,61,140,352,294,2,16,60,111,279,277,.,.,.,.,.,.,.,.,.,.,.,.
101,4,1,44,74,202,479,385,2,31,65,189,420,380,2,8,51,62,119,116,.,.,.,.,.,.,.,.,.,.,.,.
102,4,1,43,71,198,652,501,2,40,65,122,402,324,2,15,66,162,392,362,2,13,64,145,399,351,.,.,.,.,.,.
103,4,1,42,66,162,409,309,2,38,63,120,403,343,1,9,53,60,194,155,2,7,48,55,153,136,.,.,.,.,.,.
104,4,1,33,70,180,532,441,2,30,61,186,357,331,1,8,48,55,167,142,.,.,.,.,.,.,.,.,.,.,.,.
105,4,1,40,76,245,524,455,2,36,66,185,496,460,1,15,72,172,521,462,1,13,64,115,389,310,2,10,58,81,194,156
106,4,1,33,71,168,477,321,2,32,66,138,407,325,2,14,66,115,361,297,1,12,59,91,276,218,.,.,.,.,.,.
107,4,1,43,69,200,447,399,2,38,69,234,447,349,1,16,70,207,498,409,1,15,72,176,454,402,.,.,.,.,.,.
108,4,1,44,69,151,513,438,2,34,67,140,373,325,2,12,59,73,299,268,1,8,54,58,156,154,.,.,.,.,.,.
109,4,1,31,70,183,509,441,2,30,65,132,399,375,2,8,53,66,202,182,.,.,.,.,.,.,.,.,.,.,.,.
110,4,1,40,70,228,650,560,2,34,65,140,301,300,2,8,49,47,147,136,.,.,.,.,.,.,.,.,.,.,.,.
111,4,1,44,69,205,509,428,2,42,66,168,420,377,2,17,66,172,443,402,.,.,.,.,.,.,.,.,.,.,.,.
112,4,1,39,69,191,468,366,2,37,61,171,371,313,1,15,68,150,474,367,2,13,61,139,274,250,1,12,60,95,257,216
113,4,1,33,67,174,591,497,2,31,61,108,357,318,1,9,54,83,331,203,.,.,.,.,.,.,.,.,.,.,.,.
114,4,1,37,68,206,496,409,2,28,62,138,405,345,2,8,50,70,148,119,.,.,.,.,.,.,.,.,.,.,.,.
115,4,1,36,69,184,536,423,2,35,67,220,438,380,1,12,61,76,319,280,.,.,.,.,.,.,.,.,.,.,.,.
116,4,1,32,69,190,580,518,2,31,62,118,242,241,2,11,57,83,264,220,.,.,.,.,.,.,.,.,.,.,.,.
117,4,1,30,70,210,586,480,2,29,67,211,368,295,1,8,50,59,150,139,.,.,.,.,.,.,.,.,.,.,.,.
118,4,1,34,72,193,642,498,2,32,62,98,340,327,2,8,51,64,172,155,.,.,.,.,.,.,.,.,.,.,.,.
119,4,1,38,71,191,466,369,2,36,66,139,423,332,2,13,63,110,310,267,1,13,65,138,335,264,.,.,.,.,.,.
120,4,1,35,72,209,519,426,2,32,69,184,402,307,2,13,65,104,229,209,.,.,.,.,.,.,.,.,.,.,.,.
121,4,1,47,71,178,521,445,2,45,63,146,319,256,2,17,66,104,376,324,2,16,65,113,385,369,2,15,65,124,460,393
122,4,1,52,68,193,512,439,2,49,63,135,290,219,1,16,66,128,464,383,.,.,.,.,.,.,.,.,.,.,.,.
123,4,1,46,69,169,536,462,2,40,64,146,348,264,1,16,70,206,477,389,.,.,.,.,.,.,.,.,.,.,.,.
124,4,1,42,68,167,427,333,2,35,65,186,333,279,1,14,61,98,284,233,2,14,64,123,280,251,1,12,58,76,222,191
125,4,1,44,68,209,452,380,2,35,62,124,304,242,2,9,53,64,186,172,.,.,.,.,.,.,.,.,.,.,.,.
126,4,1,34,72,198,563,440,2,32,66,152,306,263,2,9,52,58,218,137,.,.,.,.,.,.,.,.,.,.,.,.
127,4,1,40,68,131,487,430,2,37,62,175,357,301,2,14,63,117,321,320,2,12,62,85,316,254,.,.,.,.,.,.
128,4,1,39,71,169,562,468,2,37,62,175,315,262,1,13,66,122,435,368,2,9,54,60,168,156,1,9,54,66,224,191
129,4,1,37,70,225,497,412,2,30,68,194,442,375,1,11,57,75,234,220,1,10,55,69,224,205,1,9,54,70,220,197
130,4,1,29,75,222,640,558,2,29,69,130,334,296,1,7,50,50,157,155,.,.,.,.,.,.,.,.,.,.,.,.
131,4,1,37,65,167,410,329,2,38,62,110,331,290,1,17,69,144,498,453,.,.,.,.,.,.,.,.,.,.,.,.
132,4,1,39,64,162,409,364,2,40,62,141,289,267,2,15,60,104,288,277,2,12,61,101,257,244,2,11,56,73,249,210
133,4,1,32,70,167,592,485,2,33,65,135,425,389,2,11,54,69,191,175,2,7,48,51,144,142,.,.,.,.,.,.
134,4,1,37,71,180,516,451,2,36,66,131,408,328,1,17,71,170,566,446,.,.,.,.,.,.,.,.,.,.,.,.
135,4,1,36,72,198,452,400,2,35,65,132,328,295,1,12,63,117,267,263,2,8,56,72,201,190,.,.,.,.,.,.
136,4,1,30,68,166,525,481,2,30,64,124,371,329,2,8,51,53,157,146,.,.,.,.,.,.,.,.,.,.,.,.
137,4,1,45,69,164,461,398,2,42,62,160,305,273,2,17,66,115,329,296,.,.,.,.,.,.,.,.,.,.,.,.
138,4,1,33,68,132,426,372,2,30,65,176,386,338,2,10,58,72,198,177,.,.,.,.,.,.,.,.,.,.,.,.
139,4,1,52,68,195,463,399,2,49,65,152,392,306,1,17,69,122,440,335,.,.,.,.,.,.,.,.,.,.,.,.
140,4,1,45,74,196,555,434,2,44,64,93,333,299,2,16,65,100,308,292,1,11,56,72,186,164,.,.,.,.,.,.
141,4,1,28,68,198,534,451,2,27,64,220,406,348,1,10,55,91,259,202,.,.,.,.,.,.,.,.,.,.,.,.
142,4,1,44,67,149,401,347,2,39,64,143,306,253,2,9,51,60,118,114,.,.,.,.,.,.,.,.,.,.,.,.
143,4,1,36,70,191,440,359,2,33,67,142,378,332,2,8,52,67,160,139,.,.,.,.,.,.,.,.,.,.,.,.
144,4,1,44,71,220,462,376,2,36,64,267,301,296,1,17,69,136,452,407,.,.,.,.,.,.,.,.,.,.,.,.
145,4,1,40,73,214,537,448,2,35,61,130,307,263,1,14,63,117,346,279,2,8,52,68,182,145,.,.,.,.,.,.
146,4,1,53,69,162,441,340,2,50,65,147,279,245,2,17,66,127,360,347,.,.,.,.,.,.,.,.,.,.,.,.
147,4,1,37,72,195,473,418,2,37,64,145,404,346,1,11,55,66,223,169,.,.,.,.,.,.,.,.,.,.,.,.
148,4,1,39,67,181,549,450,2,33,63,132,360,313,1,11,56,96,232,211,1,8,49,55,181,165,.,.,.,.,.,.
149,4,1,36,66,129,495,374,2,29,60,110,380,325,1,7,46,49,161,136,.,.,.,.,.,.,.,.,.,.,.,.
150,4,1,48,64,170,351,292,2,44,63,150,358,289,2,15,61,115,353,285,.,.,.,.,.,.,.,.,.,.,.,.
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