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...

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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 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
Answered Same DayNov 11, 2021

Answer To: 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...

Rajeswari answered on Nov 12 2021
144 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
b) 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 Error
    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

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