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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
578 Current Trends in Bayesian Methodology with Applications
TABLE 27.2
Percentage of times e ach model provides the smallest MSE
γ
.
Model
Scenario M
1
M
2
M
3
M
4
M
5
M
6
M
7
1a 1 22 31 13 5 13 15
1b 0 7 37 12 3 25 16
2a 1 6 21 24 24 11 13
2b 0 0 15 33 21 9 22
3a 0 3 16 20 30 16 15
3b 0 1 1 17 39 19 23
model in 48.4% of times. For Scenarios 1a and 1b, we notice that every time
model M
3
is selected as the best model, the second be st model is, in general,
one of the models that does not fix λ a priori. Moreover, in Scenario 1b, when
M
6
and M
7
present the smallest MSE, M
3
is usually the second best model.
Similar conclusions ca n be drawn when we compare the models M
4
, M
6
and ...
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Publisher Resources

ISBN: 9781482235128