Computational and Mathematical Methods in Medicine / 2013 / Article / Tab 5

Research Article

Bayesian Hierarchical Modeling for Categorical Longitudinal Data from Sedation Measurements

Table 5

Estimated posterior means and %95 intervals.

Variables Model 1 Model 2 Model 3 Model 4 Model 5

Group
 C−3,017 (−4,121; 7,016)−2,981 (−3,115; 6,812)−2,17 (−2,29; 5,61)−4,21 (−5,51; 9,82)−3,81 (−6,61; 3,43)
 D−52,911 (−53,131; −50,97)−48,17 (−52,16; −46,13)−37,4 (−48,1; −29,8)−41,4 (−53,1; −26,1)−43,5 (−51,4; −31,5)
 L16,931 (−21,431; 23,71)15,81 (−21,03; 21,74)10,71 (−5,03; 15,2)13,15 (−4,81; 27,16)17,51 (−3,85; 21,12)
Age0,021 (−0,025; 0,039)0,018 (−0,074; 0,041)0,17 (−0,43; 0,48)0,07 (−0,29; 0,61)0,11 (−0,41; 0,23)
Sex −0,331 (−0,773; 0,121)−0,365 (−0,443; 0,141)−0,91 (−1,21; 0,78)−0,45 (−1,54; 1,131)−0,71 (−1,13; 1,45)
Disease −0,231 (−0,328; 0,174)−0,261 (−0,317; 0,161)−0,98 (−1,67; 0,71)−0,631 (−1,27; 0,617)−0,73 (−1,11; 0,62)
Weight−0,1417 (−0,151; 0,1317)−0,1321 (−0,1617; −0,117)−0,67 (−0,87; −0,25)−0,24 (−0,43; 0,12)−0,34 (−0,84; −0,17)
Comp 0,081 (0,065; 0,093)0,076 (0,051; 0,113)0,162 (0,101; 0,312)0,151 (0,09; 0,27)0,101 (0,06; 0,17)
Test 0,136 (−0,221; 0,141)0,121 (−0,114; 0,151)0,671 (−1,21; 0,83)0,541 (−1,51; 1,19)0,337 (−1,17; 0,98)
Sps−0,015 (−0,0171; −0,0139)−0,013 (−0,031; −0,009)−0,065 (−1,11; −0,03)−0,047 (−1,76; −0,04)−0,018 (−0,29; −0,03)
Pul−0,012 (−0,0729; −0,011)−0,015 (−0,021; −0,008)−0,023 (−0,045; −0,012)−0,014 (−0,21; −0,04)−0,091 (−1,21; −0,02)
OSAT−0,013 (−0,018; 0,011)−0,021 (−0,033; 0,016)−0,156 (−0,211; 0,06)−0,11 (−0,35; −0,04)−0,17 (−0,29; −0,13)
Sed-level (1, ) [Sed1]
 Sed25,43 (3,98; 6,83)4,91 (3,71; 5,61)
 Sed35,65 (2,68; 7,26)4,73 (3,86; 5,12)
 Sed45,21 (3,12; 5,93)5,13 (4,67; 5,37)
 Sed55,85 (3,29; 6,81)4,88 (4,21; 5,17)
 Sed65,43 (4,71; 4,81)5,13 (4,91; 5,61)
Sed-level (2, ) [Sed1]
 Sed25,13 (4,81; 5,61)5,41 (4,71; 5,91)
 Sed35,29 (4,61; 5,79)5,16 (4,51; 5,56)
 Sed45,41 (4,71; 4,81)5,23 (4,91; 5,61)
 Sed55,35 (4,91; 5,81)5,44 (5,01; 5,96)
 Sed65,25 (4,12; 5,93)5,23 (4,67; 5,37)
Sed-level (3, ) [Sed1]
 Sed25,29 (4,87; 5,65)5,96 (5,26; 6,36)
 Sed35,17 (4,67; 5,81)5,91 (5,31; 6,31)
 Sed45,27 (4,71; 5,67)5,77 (5,27; 6,28)
 Sed55,13 (4,55; 5,87)5,85 (5,11; 6,51)
 Sed65,31 (4,71; 5,81)5,33 (4,91; 5,61)

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