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Current Trends in Bayesian Methodology with Applications
book

Current Trends in Bayesian Methodology with Applications

by Satyanshu K. Upadhyay, Umesh Singh, Dipak K. Dey, Appaia Loganathan
May 2015
Intermediate to advanced content levelIntermediate to advanced
680 pages
22h 33m
English
Chapman and Hall/CRC
Content preview from Current Trends in Bayesian Methodology with Applications
Bayesian Semiparametric Longitudinal Data Modeling Using NI Densities 167
TABLE 8.2
ACTG 315 data. Posterior estimates under the selected NI-SME models.
Model Parameter Mean SD 2.5% 97.5%
Normal CD4+ 0.159 0.049 0.258 0.065
σ
ǫ
0.259 0.022 0.219 0.306
σ
b
0.262 0.067 0.161 0.423
Student-t CD4+ 0.099 0.049 0.197 0.006
σ
ǫ
0.183 0.027 0.134 0.240
σ
b
0.227 0.064 0.129 0.381
ν 6.00 7 2.187 2.99 0 11.376
Slash CD4+ 0.113 0.048 0.209 0.018
σ
ǫ
0.133 0.027 0.091 0.193
σ
b
0.157 0.046 0.086 0.265
ν 1.97 1 0.731 1.15 9 3.970
Cont. Normal CD4+ 0.107 0.052 0.210 0.005
σ
ǫ
0.114 0.030 0.067 0.183
σ
b
0.134 0.048 0.063 0.249
ν 0.57 4 0.141 0.26 3 0.823
ρ 0.311 0.078 0.198 0
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Publisher Resources

ISBN: 9781482235128