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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
A Bayesian Analysis of the Solar Cycle Using Multiple Proxy Variables 595
0 50 100 150 200 250
0 1000 3000 5000
SSNs
sunspot areas
0 50 100 150 200 250
1000 2000
Observed Proxy Data
SSNs
10.7cm flux
0 1000 3000 5000
1000 2000
sunspot areas
10.7cm flux
−1 0 1 2 3
−1 0 1 2 3
y
~
1
: SSNs
y
~
2
: sunspot areas
−1 0 1 2 3
−2 −1 0 1 2
Transformed Proxy Data
y
~
1
: SSNs
y
~
3
: 10.7cm flux
−1 0 1 2 3
−2 −1 0 1 2
y
~
2
: sunspot areas
y
~
3
: 10.7cm flux
−1 0 1 2 3
−2 0 2 4
y
~
1
:
SSNs
G(Y)
−1 0 1 2 3
−2 0 2 4
G(Y) vs. Transformed Proxy Data
y
~
2
: sunspot areas
G(Y)
−2 −1 0 1 2
−2 0 2 4
y
~
3
: 10.7cm flux
G(Y)
FIGURE 28.4
Transforming the proxies. The top row displays the two-dimensional scat-
terplots ...
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Publisher Resources

ISBN: 9781482235128