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Os04g0691900

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Chaperonin Cpn60/TCP-1 family protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 9.08 (0.0549) R2 : 0.777
β1 : -0.861 (0.201) R2dD : 0.00898 R2D : -0.00286
β2 : 4.76 (0.134) R2dC : 0.635 R2C : 0.679
β3 : -2.24 (0.202) R2dE : 0.0699 R2E : 0.0962
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 5.17 (0.664) R2dD*E : 0.0325 R2D*E : 0.0277
γ1 : -0.664 (0.121) R2dN8 : 0.022 R2N8 : -0.0156
σ : 1.01
deviance : 466.92
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C
peak time of C : 9.16
E
wheather : radiation
threshold : 20.06
memory length : 1291
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 10.9
open length of G : 2.38

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = < th, dose dependency = dose dependent, type of G = rect.)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
468.5 1.02 9.07 -0.911 4.87 -2.21 0.865 5.16 -0.685 9.22 20.07 1385 11 2.3
507.84 1.05 9.06 -0.762 4.82 -2.45 0.855 -- -0.721 9 28.39 1247 11.6 5.13
466.92 1.01 9.08 -0.861 4.76 -2.24 -- 5.17 -0.664 9.16 20.06 1291 10.9 2.38
506.29 1.05 9.05 -0.547 4.76 -2.56 -- -- -0.675 8.96 27.65 1211 11.5 5.77
606.43 1.15 9.14 -0.673 -- -5.14 -- 0.821 -0.397 -- 159.7 793 11.2 6.68
648.8 1.19 8.93 -0.354 4.98 -- 0.393 -- -0.137 9.25 -- -- -- --
649.35 1.19 8.93 -0.34 4.97 -- -- -- -0.136 9.25 -- -- -- --
591.28 1.13 9.17 -0.498 -- -5.5 -- -- -0.513 -- 112.7 810 11.2 6.3
515.29 1.06 9.04 -- 4.71 -2.69 -- -- -0.64 8.96 22.7 1199 11.5 6
2087.85 2.14 9.06 -0.36 -- -- -- -- -0.114 -- -- -- -- --
652.41 1.19 8.92 -- 4.97 -- -- -- -0.0986 9.26 -- -- -- --
596.08 1.14 9.14 -- -- -5.49 -- -- -0.432 -- 113 809 11.2 6.28
2091.28 2.13 9.05 -- -- -- -- -- -0.0738 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 482.53 radiation 20.0 1440 < th dose dependent rect. 11 2
2 483.49 radiation 20.0 1440 < th dose dependent rect. 11 5
3 484.01 radiation 20.0 1440 < th dose dependent rect. 11 7
5 484.80 radiation 20.0 1440 < th dose dependent rect. 11 9
11 485.07 radiation 20.0 1440 < th dose dependent rect. 11 17
19 487.95 radiation 10.0 1440 < th dose dependent sin 21 NA
20 488.22 radiation 10.0 1440 < th dose dependent rect. 8 10
23 488.91 radiation 10.0 1440 < th dose independent rect. 13 4
28 489.84 radiation 10.0 1440 < th dose dependent rect. 8 12
37 490.12 radiation 10.0 1440 < th dose dependent rect. 8 20
112 494.56 radiation 20.0 1440 < th dose independent rect. 11 2
115 494.72 radiation 10.0 1440 > th dose independent rect. 11 22
164 496.75 radiation 10.0 1440 < th dose independent rect. 12 8
173 496.99 radiation 10.0 1440 < th dose independent rect. 12 16
195 497.47 precipitation 0.1 270 > th dose independent rect. 2 2
218 498.22 precipitation 0.1 270 > th dose dependent rect. 2 2
243 499.48 radiation 10.0 1440 > th dose independent rect. 8 23
257 499.79 radiation 10.0 1440 > th dose independent rect. 8 10
292 500.93 radiation 10.0 1440 > th dose independent sin 22 NA
300 501.40 radiation 10.0 1440 > th dose independent rect. 16 23
353 502.22 radiation 10.0 1440 > th dose independent rect. 11 2
359 502.84 radiation 10.0 1440 > th dose independent no NA NA
360 502.84 radiation 10.0 1440 > th dose independent rect. 5 13
455 503.19 radiation 10.0 1440 > th dose independent rect. 11 7
522 504.47 radiation 10.0 1440 > th dose independent rect. 14 23
592 506.13 humidity 50.0 720 > th dose dependent rect. 16 11
612 506.45 radiation 10.0 1440 < th dose independent sin 17 NA
679 507.46 humidity 90.0 720 < th dose dependent rect. 19 2
701 508.13 radiation 20.0 1440 < th dose dependent rect. 2 16
734 508.37 radiation 20.0 1440 < th dose dependent rect. 19 23
775 508.54 radiation 20.0 1440 < th dose dependent no NA NA
869 510.28 radiation 20.0 1440 < th dose dependent rect. 17 23
874 510.36 radiation 1.0 1440 > th dose dependent rect. 12 4
884 510.61 radiation 1.0 1440 > th dose dependent rect. 12 6
938 511.33 humidity 70.0 1440 < th dose independent rect. 11 23