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Table 3 Parameter estimates (standard errors, s.e.), p-values for associated t-tests and model fit criteria, FBS level of diabetes patients in JUSH, September 2011 - June 2014

From: A semi-parametric mixed models for longitudinally measured fasting blood sugar level of adult diabetic patients

 

Variance-components

Effects

Random intercept

Linear random effects

Quadratic random effects

 

Estimate (s.e.)

p-value

Estimate (s.e.)

p-value

Estimate (s.e.)

p-value

Fixed effects

      

Intercept

304.362 (14.616)

<0.0001

306.756 (15.743)

<0.0001

303.139 (15.678)

<0.0001

Age

0.252 (0.183)

0.1693

0.212 (0.179)

0.2362

0.197 (0.179)

0.2699

Gender, Male

-2.605 (5.487)

0.6352

-1.968 (5.983)

0.7424

-2.609 (5.933)

0.6603

Diabetes type, Type 2

-9.758 (8.697)

0.2624

-10.553 (8.814)

0.2317

-10.581 (8.852)

0.2325

Family history, Yes

-12.763 (8.478)

0.1328

-12.335 (8.606)

0.1523

-12.593 (8.643)

0.1457

Time

-4.462 (0.870)

<0.0001

-5.614 (1.071)

<0.0001

-5.549 (1.116)

<0.0001

Time2

0.123 (0.018)

<0.0001

0.135 (0.020)

<0.0001

0.153 (0.025)

<0.0001

Weight

-1.981 (0.196)

<0.0001

-1.991 (0.216)

<0.0001

-1.906 (0.215)

<0.0001

Time × Weight

0.016 (0.013)

0.2139

0.032 (0.016)

0.0439

0.025 (0.016)

0.1162

Gender, Male × Time

-0.412 (o.363)

0.2563

-0.482 (0.443)

0.2761

-0.425 (0.444)

0.3390

Variance components

      

var(b0)

2135.023

 

2797.766

 

3352.606

 

var(b1)

  

4.575

 

40.343

 

var(b2)

    

0.048

 

Residual

5023.386

 

4873.227

 

4723.609

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