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Page 1: Z - Indian Institute of Sciencemgmt.iisc.ac.in/CM/LectureNotes/winbugs_example.pdf · 2006. 2. 20. · % ®g{v r |EoWg{v¼ ¼ |Ed ËJÆ »:ÈQÉ¬È Ê Ê Ê È{ì Å Æ »EÈQɬÈ

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Theoretical Quantiles

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Theoretical Quantiles

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0 400 800 1200

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364

242

351

−3 −1 0 1 2 3

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34

Theoretical Quantiles

Stan

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resid

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364

242

351

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Page 15: Z - Indian Institute of Sciencemgmt.iisc.ac.in/CM/LectureNotes/winbugs_example.pdf · 2006. 2. 20. · % ®g{v r |EoWg{v¼ ¼ |Ed ËJÆ »:ÈQÉ¬È Ê Ê Ê È{ì Å Æ »EÈQɬÈ

4000 6000 8000 10000 12000 14000

−1.

12−

1.08

Iterations

Trace of beta[1,1]

−1.14 −1.12 −1.10 −1.08 −1.06 −1.04

05

1525

N = 200 Bandwidth = 0.00357

Density of beta[1,1]

4000 6000 8000 10000 12000 14000

2e−

045e

−04

8e−

04

Iterations

Trace of beta[1,2]

2e−04 4e−04 6e−04 8e−04

010

0030

00

N = 200 Bandwidth = 2.689e−05

Density of beta[1,2]

4000 6000 8000 10000 12000 14000

−1.

06−

1.02

−0.

98

Iterations

Trace of beta[2,1]

−1.06 −1.04 −1.02 −1.00 −0.98 −0.96

05

1525

N = 200 Bandwidth = 0.004003

Density of beta[2,1]

4000 6000 8000 10000 12000 14000

−8e

−04

−5e

−04

Iterations

Trace of beta[2,2]

−8e−04 −6e−04 −4e−04 −2e−04

020

0040

00

N = 200 Bandwidth = 2.594e−05

Density of beta[2,2]

»�"

Page 16: Z - Indian Institute of Sciencemgmt.iisc.ac.in/CM/LectureNotes/winbugs_example.pdf · 2006. 2. 20. · % ®g{v r |EoWg{v¼ ¼ |Ed ËJÆ »:ÈQÉ¬È Ê Ê Ê È{ì Å Æ »EÈQɬÈ

4000 6000 8000 10000 12000 14000

−1.

96−

1.92

−1.

88

Iterations

Trace of beta[3,1]

−1.98 −1.94 −1.90

05

1020

N = 200 Bandwidth = 0.004291

Density of beta[3,1]

4000 6000 8000 10000 12000 14000

−0.

0012

−0.

0008

Iterations

Trace of beta[3,2]

−0.0012 −0.0010 −0.0008 −0.0006

020

0040

00

N = 200 Bandwidth = 2.476e−05

Density of beta[3,2]

4000 6000 8000 10000 12000 14000

−1.

44−

1.40

−1.

36

Iterations

Trace of beta[4,1]

−1.44 −1.42 −1.40 −1.38 −1.36 −1.34

05

1525

N = 200 Bandwidth = 0.003775

Density of beta[4,1]

4000 6000 8000 10000 12000 14000

−5e

−04

−2e

−04

Iterations

Trace of beta[4,2]

−6e−04 −4e−04 −2e−04 0e+00

020

0040

00

N = 200 Bandwidth = 2.446e−05

Density of beta[4,2]

»T·

Page 17: Z - Indian Institute of Sciencemgmt.iisc.ac.in/CM/LectureNotes/winbugs_example.pdf · 2006. 2. 20. · % ®g{v r |EoWg{v¼ ¼ |Ed ËJÆ »:ÈQÉ¬È Ê Ê Ê È{ì Å Æ »EÈQɬÈ

4000 8000 12000

−1.

86−

1.78

Iterations

Trace of beta[5,1]

−1.88 −1.84 −1.80 −1.76

010

20

N = 200 Bandwidth = 0.004371

Density of beta[5,1]

4000 8000 12000

−9e

−04

−4e

−04

Iterations

Trace of beta[5,2]

−1e−03 −7e−04 −4e−04

020

00

N = 200 Bandwidth = 2.322e−05

Density of beta[5,2]

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Page 19: Z - Indian Institute of Sciencemgmt.iisc.ac.in/CM/LectureNotes/winbugs_example.pdf · 2006. 2. 20. · % ®g{v r |EoWg{v¼ ¼ |Ed ËJÆ »:ÈQÉ¬È Ê Ê Ê È{ì Å Æ »EÈQɬÈ

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