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Outcome,Myopathy,CK 1,1,12100 0,0,1800 0,0,380 0,0,1300 0,1,1800 0,0,200 1,0,620 1,0,500 0,0,160 0,1,4200 0,1,13000 0,1,13000 0,0,980 0,1,2600 0,0,2300 0,1,71000 0,0,521 0,1,32670 1,0,980 0,1,12886...

1 answer below »
Outcome,Myopathy,CK
1,1,12100
0,0,1800
0,0,380
0,0,1300
0,1,1800
0,0,200
1,0,620
1,0,500
0,0,160
0,1,4200
0,1,13000
0,1,13000
0,0,980
0,1,2600
0,0,2300
0,1,71000
0,0,521
0,1,32670
1,0,980
0,1,12886
0,1,8330
1,0,3085
0,0,26
0,1,14057
0,1,20826
0,1,35000
0,1,11975
1,0,1067
0,1,6248
0,0,7419
0,0,1302
0,0,3300
1,0,1100
0,0,1803
1,0,390
0,0,3449
1,0,140
0,1,36000
1,1,2206
0,1,4165
0,0,2500
0,1,21000
0,1,21000
0,1,32930
1,0,3775
0,1,44254
0,1,54016
0,1,2603
0,1,5100
1,0,1302
0,0,1600
0,0,1431
1,0,3153
0,1,11844
1,0,240
1,0,355
0,0,3990
1,0,540
0,0,230
0,0,911
0,0,1200
0,0,790
1,0,2343
0,0,2733
0,0,911
0,0,2670
0,0,1170
0,1,5467
1,0,850
0,0,1600
0,0,5700
1,0,5100
0,0,4300
0,1,24100
0,0,260
0,0,200
0,1,39000
0,0,1822
0,0,2603
0,0,3644
0,0,9100
0,0,677
0,1,16791
0,1,5857
0,1,7810
0,0,700
1,0,287
0,1,26020
0,0,1627
1,0,2900
0,0,149
0,0,5490
0,0,3620
0,0,3620
0,1,14900
0,0,5980
0,0,4120
1,0,2040
0,1,2540
1,0,4440
0,1,14080
1,0,434
1,0,1530
0,1,13960
0,1,30480
1,0,474
0,1,28660
1,1,5560
1,0,2140
0,0,400
0,1,382
0,1,8140
0,1,15660
0,1,27160
0,0,36
0,0,1120
0,1,8880
0,1,26560
1,0,1280
1,0,1000
1,0,1700
1,0,4760
0,1,34960
0,0,493
0,0,998
0,1,9800
1,0,911
0,1,9700
0,1,20000
0,0,5987
0,1,9960
0,1,27659
1,1,14000
0,1,22900
0,1,45800
0,1,31000
0,1,37000
0,0,650
0,1,22000
1,0,3775
0,1,7289
0,1,10870
0,1,6380
0,1,11980
1,0,1497
1,0,1040
0,1,5400
1,0,3970
0,0,8720
0,0,5730
0,1,10280
0,0,1690
0,1,4360
0,0,1100
0,1,13670
0,1,13930
0,0,260
0,0,1150
1,0,781
1,0,1237
1,0,325
0,0,9957
1,0,6960
0,0,2930
0,0,1760
0,1,5857
0,0,332
1,0,1887
1,0,9241
0,0,5011
0,0,3060
1,0,4328
1,0,1500
0,0,879
1,0,234
1,0,3580
0,0,2200
0,0,4686
0,1,14122
0,0,729
1,0,1170
0,1,18160
0,1,3644
0,1,62997
0,1,19264
0,0,7094
0,0,2284
0,1,2877
0,0,885
0,1,5790
0,0,2020
0,1,9371
0,0,6508
0,0,3124
0,1,15000
1,0,4700
1,0,7750
0,1,12040
0,0,1630
0,1,38000
0,1,25380
0,1,11650
0,1,20370
1,1,7810
0,0,1300
0,1,26400
1,0,3337
0,1,19720
1,0,280
0,1,24730
0,1,12500
0,0,1757
0,0,4600
0,1,4510
1,1,1430
0,0,5792
0,1,10150
0,1,9890

obs,higpa,hsm,hss,hse,satm,satv,sex
1,1,10,10,10,670,600,M
2,1,9,9,10,630,700,F
3,0,9,6,6,610,390,M
4,1,10,9,9,570,530,F
5,0,6,8,5,700,640,M
6,0,8,6,8,640,530,M
7,1,9,7,9,630,560,F
8,0,10,8,8,610,460,F
9,0,10,10,10,570,570,F
10,1,7,8,7,550,500,M
11,0,9,10,7,670,600,M
12,1,8,9,8,540,580,M
13,0,6,6,7,560,690,M
14,1,8,7,8,630,500,M
15,1,10,10,8,710,470,F
16,1,9,9,9,580,540,F
17,1,10,8,8,760,630,M
18,0,7,7,7,620,470,F
19,0,6,7,7,690,440,M
20,0,9,10,10,417,518,F
21,1,10,9,8,560,530,F
22,0,9,7,6,690,460,M
23,0,8,10,10,600,600,F
24,1,8,6,5,540,400,M
25,1,8,8,7,600,400,M
26,0,4,7,7,460,460,F
27,1,10,10,9,720,680,F
28,0,3,7,6,460,530,M
29,1,9,10,8,670,450,M
30,0,6,5,9,590,440,M
31,0,9,9,10,650,570,F
32,0,10,10,9,440,430,F
33,0,7,7,6,570,480,M
34,0,5,7,7,530,440,M
35,1,10,10,9,640,590,F
36,0,6,7,9,540,610,M
37,1,9,10,6,491,488,M
38,1,5,9,7,600,600,M
39,0,6,8,8,510,530,M
40,0,2,4,6,300,290,F
41,0,10,9,9,750,610,M
42,0,8,9,6,650,460,M
43,1,10,10,9,720,630,M
44,0,7,10,10,530,560,M
45,0,7,6,7,560,480,F
46,1,10,10,9,760,500,M
47,1,10,10,10,570,750,F
48,1,9,10,10,640,480,M
49,1,9,9,8,800,610,M
50,0,9,6,5,640,670,M
51,1,9,10,9,590,420,F
52,1,9,10,9,750,700,M
53,0,9,7,8,520,440,M
54,0,10,10,6,640,500,M
55,0,8,8,7,610,530,M
56,1,8,10,8,520,410,M
57,0,8,4,3,590,470,M
58,1,9,9,9,520,490,M
59,1,7,9,8,505,435,M
60,1,9,10,8,559,607,M
61,0,8,9,8,559,435,F
62,0,9,7,4,559,488,M
63,0,7,7,8,559,545,M
64,1,7,6,7,500,460,M
65,1,10,9,9,760,620,M
66,0,8,7,7,490,390,M
67,0,8,8,7,476,576,F
68,1,8,9,8,680,700,F
69,0,8,6,8,590,510,M
70,0,9,10,8,550,440,F
71,1,10,9,8,640,490,M
72,0,9,8,7,520,360,M
73,0,6,7,7,490,370,M
74,1,8,10,10,580,460,M
75,0,7,10,9,550,660,F
76,0,10,9,9,650,350,F
77,0,7,8,6,700,520,M
78,1,9,9,8,610,520,F
79,1,10,10,10,620,570,M
80,0,8,7,9,530,480,F
81,0,7,8,6,480,360,F
82,0,6,8,6,490,550,M
83,0,8,9,7,670,480,M
84,0,10,9,9,550,450,F
85,0,10,10,7,720,610,M
86,1,9,8,9,490,480,F
87,0,9,7,7,640,520,M
88,0,7,6,7,520,380,M
89,1,10,10,10,580,580,M
90,1,10,8,9,590,490,F
91,0,4,5,7,400,470,M
92,1,10,10,7,640,520,M
93,1,10,10,10,650,500,F
94,0,5,4,8,560,420,F
95,1,10,9,10,590,580,F
96,0,7,7,8,430,330,F
97,0,9,7,10,490,400,F
98,0,10,10,10,590,470,F
99,0,9,7,4,550,290,M
100,0,10,10,10,600,520,M
101,0,8,9,7,480,410,M
102,1,9,7,7,400,390,M
103,0,6,9,9,480,390,M
104,0,6,7,8,530,470,M
105,0,9,7,6,670,440,M
106,0,10,9,9,710,530,M
107,1,9,10,9,750,670,M
108,0,9,9,10,690,510,F
109,0,7,6,9,570,480,F
110,0,6,6,9,550,600,F
111,1,7,4,7,660,480,M
112,1,9,9,10,510,570,F
113,0,10,8,8,650,490,F
114,0,8,9,8,550,500,M
115,0,9,9,9,620,480,M
116,0,10,10,10,720,500,M
117,1,10,10,9,630,440,M
118,1,9,8,9,640,630,M
119,0,8,6,9,470,420,F
120,0,10,10,10,690,580,M
121,0,8,9,10,640,600,M
122,0,9,5,9,480,520,F
123,0,9,6,7,690,400,M
124,1,9,9,9,640,430,F
125,0,10,7,7,650,450,M
126,0,7,8,9,550,570,M
127,0,8,8,8,470,330,F
128,1,10,8,9,510,360,F
129,0,6,5,6,470,330,M
130,0,6,6,6,480,460,M
131,0,9,7,8,450,460,F
132,0,10,8,10,530,550,F
133,1,10,10,10,670,490,F
134,0,7,6,6,540,590,M
135,1,10,10,10,730,650,M
136,1,10,9,10,490,410,F
137,1,10,7,8,710,400,M
138,1,5,9,9,510,380,M
139,0,10,7,5,770,720,M
140,0,6,9,10,530,510,F
141,1,10,10,10,580,490,F
142,0,9,8,9,740,460,F
143,0,9,9,9,560,500,M
144,1,10,10,10,710,600,F
145,0,9,9,10,600,510,M
146,0,6,5,7,580,490,F
147,0,9,9,8,620,590,M
148,1,10,10,9,610,560,M
149,1,10,10,8,540,470,M
150,1,9,4,7,600,360,M
151,0,7,6,8,570,570,F
152,0,8,8,8,690,490,M
153,0,7,7,7,590,480,M
154,1,4,3,4,620,560,M
155,1,10,10,10,640,570,M
156,1,10,10,10,580,340,M
157,1,10,10,7,750,540,M
158,0,8,7,8,650,500,M
159,0,4,6,6,630,490,M
160,1,10,10,9,650,480,M
161,0,9,10,10,590,420,M
162,0,6,5,6,530,320,M
163,1,9,7,9,650,490,M
164,1,10,10,8,660,630,M
165,0,9,7,8,620,420,F
166,0,6,6,7,430,460,F
167,1,10,10,10
wechatimg7-f30mb4yj.jpeg downer1-cut4lt3y.csv csstudents1-5efmxx5x.csv
Answered Same Day Nov 11, 2021

Solution

Rajeswari answered on Nov 12 2021
142 Votes
47504 Assignment
I showed all calculations in excel.
Q.No.4
a) Logistic regression only for outcome and myopathy is
    a)
    y = 0.385827-0.31989x
    is the regression line.
i.e. outcome =0.385827-0.3199(myopathy)
i.e. Outcome = 0.385827 for no myopathy
For myopathy outcome =0.385827-0.3199 = 0.065927
) Logistic regression is
Outcome = 0.616351-0.25205(myopathy)-0.0317(ln C_k)
Whenever no myopathy we have
Outcome = 0.616351-0.25205 -0.317 (ln C_k)
Outcome = 0.616351-0.317©k is no myopathy and …i
Outcome = = 0.364346-0.317©k if with myopathy … ii
Odd ratio would be thus ii/i
i.e. odds ratio for a particular C-k can be found out by substituting for Ck and dividing ii by i.
c)
    
    Coefficients
    Standard E
o
    t Stat
    P-value
    Lower 95%
    Upper 95%
    Lower 95.0%
    Upper 95.0%
    Intercept
    0.616351
    0.193272
    3.189029
    0.001641
    0.2354
    0.997302
    0.2354
    0.997302
    X Variable 1
    -0.25205
    0.078955
    -3.19229
    0.001623
    -0.40767
    -0.09642
    -0.40767
    -0.09642
    X Variable 2
    -0.0317
    0.026108
    -1.21403
    0.226068
    -0.08316
    0.019765
    -0.08316
    0.019765
Thus we have intercept hypothesis test as
H0:...
SOLUTION.PDF
SOLUTION.PDF

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