What is the equation of the logit transformation of this logistic regression model.

A First Course in Probability (10th Edition)
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ISBN:9780134753119
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What is the equation of the logit transformation of this logistic regression model.

Variable
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
Code Sheet for the Variables in the ICU Data
Identification code
Age
Vital Status at
hospital discharge
Description
Gender
Race
Service at ICU admission
Cancer part of present problem
History of chronic renal failure
Infection probable at ICU
admission
CPR prior to ICU admission
Systolic blood pressure at ICU
admission
Heart rate at ICU admission
Previous admission to an ICU
within 6 months
Type of admission
Long bone, multiple, neck,
single area, or hip fracture
PO2 from initial blood gases
PH from initial blood gases
PCO2 from initial blood gases
Bicarbonate from initial blood
gases
Creatinine from initial blood
gases
Level of consciousness at ICU
admission
Codes/Values
ID Number
1 = Lived
0 = Died
Years
0 = Male
1 = Female
1 = White
2= Black
3 = Other
0 = Medical
1 = Surgical
0 No
1 = Yes
0 = No
1 = Yes
0= No
1 = Yes
0 = No
1 = Yes
mm Hg
Beats/min
0 = No
1 = Yes
0 Elective
1 = Emergency
0 No
1 = Yes
0 => 60
1 = ≤ 60
0=27.25
1=<7.25
0 = ≤45
1 => 45
0=218
1 = < 18
0=≤2.0
1 => 2.0
ID
Name
STA
AGE
GENDER
RACE
SER
CAN
CRN
INF
CPR
SYS
HRA
PRE
TYPE
FRA
PO2
PH
PCO
BIC
CRE
0 No coma or LOC
deep stupor
1= Deep stupor
2 = Coma
Transcribed Image Text:Variable 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 Code Sheet for the Variables in the ICU Data Identification code Age Vital Status at hospital discharge Description Gender Race Service at ICU admission Cancer part of present problem History of chronic renal failure Infection probable at ICU admission CPR prior to ICU admission Systolic blood pressure at ICU admission Heart rate at ICU admission Previous admission to an ICU within 6 months Type of admission Long bone, multiple, neck, single area, or hip fracture PO2 from initial blood gases PH from initial blood gases PCO2 from initial blood gases Bicarbonate from initial blood gases Creatinine from initial blood gases Level of consciousness at ICU admission Codes/Values ID Number 1 = Lived 0 = Died Years 0 = Male 1 = Female 1 = White 2= Black 3 = Other 0 = Medical 1 = Surgical 0 No 1 = Yes 0 = No 1 = Yes 0= No 1 = Yes 0 = No 1 = Yes mm Hg Beats/min 0 = No 1 = Yes 0 Elective 1 = Emergency 0 No 1 = Yes 0 => 60 1 = ≤ 60 0=27.25 1=<7.25 0 = ≤45 1 => 45 0=218 1 = < 18 0=≤2.0 1 => 2.0 ID Name STA AGE GENDER RACE SER CAN CRN INF CPR SYS HRA PRE TYPE FRA PO2 PH PCO BIC CRE 0 No coma or LOC deep stupor 1= Deep stupor 2 = Coma
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