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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os07g0514400

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

Description : Tetratricopeptide-like helical domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.03 (0.0314) R2 : 0.00156
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0558 (0.0661) R2dN8 : 0.00201 R2N8 : 0.00156
σ : 0.591
deviance : 160.52
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, response mode = > th, dose dependency = dose independent, type of G = no)

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
134.76 0.545 3.09 -0.419 0.0268 1.45 0.79 -4.56 0.0961 18.8 0.4538 3000 -- --
148.31 0.567 3 -0.52 0.0127 1.05 0.671 -- 0.12 18.6 0.5 3290 -- --
136.15 0.543 3.09 -0.445 0.0635 1.43 -- -4.62 0.0946 14.9 0.3831 3000 -- --
147.38 0.565 3.01 -0.411 0.109 0.731 -- -- 0.116 14.6 0.3721 6052 -- --
136.39 0.544 3.09 -0.429 -- 1.45 -- -4.67 0.097 -- 0.3719 3000 -- --
155.28 0.584 3.04 -0.297 0.0365 -- -0.879 -- 0.0191 8.31 -- -- -- --
156.79 0.586 3.03 -0.318 0.126 -- -- -- 0.0226 13.5 -- -- -- --
148.07 0.567 3.01 -0.416 -- 0.739 -- -- 0.114 -- 0.371 6052 -- --
151.64 0.574 3 -- 0.123 0.663 -- -- 0.154 14.3 0.3852 6090 -- --
157.76 0.587 3.04 -0.323 -- -- -- -- 0.0199 -- -- -- -- --
159.46 0.591 3.03 -- 0.131 -- -- -- 0.058 13.6 -- -- -- --
152.36 0.575 3.01 -- -- 0.622 -- -- 0.151 -- 0.4115 6410 -- --
160.52 0.591 3.03 -- -- -- -- -- 0.0558 -- -- -- -- --

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
1 130.84 wind 1.0 90 < th dose independent rect. 9 2
2 132.35 temperature 20.0 270 < th dose independent rect. 9 1
13 137.35 humidity 60.0 1440 > th dose independent rect. 24 9
14 137.78 humidity 60.0 1440 > th dose independent rect. 2 7
18 138.06 humidity 60.0 1440 > th dose independent rect. 22 11
20 138.10 humidity 60.0 1440 > th dose independent rect. 6 3
22 138.31 humidity 60.0 90 < th dose independent rect. 18 15
23 138.32 humidity 60.0 90 < th dose dependent rect. 18 15
27 138.48 wind 1.0 30 < th dose dependent rect. 9 3
31 138.53 precipitation 0.1 4320 > th dose independent rect. 8 1
33 138.53 precipitation 0.1 4320 > th dose dependent rect. 8 1
35 138.57 radiation 10.0 90 < th dose independent rect. 9 2
36 138.58 precipitation 0.1 4320 < th dose independent rect. 21 2
37 138.58 precipitation 0.1 4320 < th dose dependent rect. 21 2
40 138.64 precipitation 0.1 4320 < th dose independent rect. 8 1
41 138.64 precipitation 0.1 4320 < th dose dependent rect. 8 1
42 138.66 precipitation 0.1 4320 > th dose independent rect. 21 2
52 138.75 wind 1.0 4320 < th dose dependent rect. 19 1
58 138.80 precipitation 0.1 4320 > th dose dependent rect. 21 3
68 138.89 humidity 60.0 1440 < th dose independent rect. 8 1
82 138.90 humidity 60.0 1440 < th dose dependent rect. 8 1
99 138.96 precipitation 0.1 4320 > th dose independent rect. 11 1
101 138.96 precipitation 0.1 4320 > th dose dependent rect. 11 1
102 138.97 humidity 60.0 270 < th dose independent rect. 8 1
129 138.97 humidity 60.0 270 < th dose dependent rect. 8 1
155 138.99 humidity 60.0 30 < th dose independent rect. 9 1
187 138.99 humidity 60.0 10 < th dose dependent rect. 9 1
260 139.01 precipitation 0.1 4320 < th dose independent rect. 11 1
262 139.01 precipitation 0.1 4320 < th dose dependent rect. 11 1
332 139.08 wind 1.0 10 < th dose dependent rect. 9 1
336 139.10 temperature 20.0 1440 > th dose independent rect. 9 1
337 139.11 wind 1.0 10 < th dose dependent rect. 9 9
375 139.31 wind 1.0 10 < th dose independent rect. 9 1
383 139.41 radiation 40.0 30 > th dose dependent rect. 9 2
417 139.42 radiation 10.0 90 < th dose dependent rect. 10 1
476 139.54 wind 1.0 10 < th dose independent rect. 9 9
497 139.66 wind 1.0 4320 < th dose independent rect. 19 1
525 139.77 atmosphere 995.0 14400 > th dose independent rect. 24 1
597 139.99 precipitation 0.1 4320 < th dose independent rect. 16 1
598 139.99 precipitation 0.1 4320 < th dose dependent rect. 16 1
628 140.31 precipitation 0.1 4320 > th dose independent rect. 16 1
629 140.32 precipitation 0.1 4320 > th dose dependent rect. 16 1
637 140.45 wind 1.0 4320 > th dose independent rect. 19 1
643 140.57 atmosphere 995.0 14400 > th dose independent rect. 24 10
645 140.59 atmosphere 995.0 14400 > th dose independent rect. 22 3
646 140.59 atmosphere 995.0 14400 > th dose independent rect. 24 4
650 140.62 atmosphere 995.0 14400 > th dose independent rect. 24 8
651 140.64 precipitation 0.1 4320 > th dose independent rect. 18 1
654 140.67 precipitation 0.1 4320 > th dose independent rect. 16 3
656 140.68 atmosphere 995.0 14400 > th dose independent rect. 3 7
663 140.72 atmosphere 995.0 14400 > th dose independent rect. 5 5
664 140.73 precipitation 0.1 4320 < th dose independent rect. 16 3
665 140.73 precipitation 0.1 4320 < th dose dependent rect. 16 3
668 140.75 atmosphere 995.0 14400 > th dose independent rect. 22 12
676 140.78 atmosphere 995.0 14400 > th dose independent rect. 3 1
682 140.79 atmosphere 995.0 14400 < th dose dependent rect. 18 8
693 140.82 atmosphere 995.0 14400 < th dose dependent sin 7 NA
700 140.84 atmosphere 995.0 14400 > th dose independent rect. 5 3
704 140.84 atmosphere 995.0 14400 < th dose dependent sin 10 NA
738 140.91 atmosphere 995.0 14400 > th dose independent rect. 19 15
748 140.94 atmosphere 995.0 14400 > th dose independent rect. 19 13
756 140.97 atmosphere 995.0 14400 > th dose independent rect. 19 6
771 141.01 atmosphere 995.0 14400 > th dose independent rect. 19 9
788 141.05 precipitation 0.1 4320 > th dose dependent rect. 18 1
799 141.08 atmosphere 995.0 14400 < th dose dependent rect. 21 18
802 141.09 atmosphere 995.0 14400 < th dose independent sin 8 NA
805 141.10 atmosphere 995.0 14400 < th dose independent rect. 1 1
810 141.10 atmosphere 995.0 14400 < th dose independent rect. 21 1
814 141.10 precipitation 0.1 4320 < th dose independent rect. 18 1
957 141.10 atmosphere 995.0 14400 < th dose dependent rect. 1 1
962 141.10 atmosphere 995.0 14400 < th dose dependent rect. 21 1
966 141.10 precipitation 0.1 4320 < th dose dependent rect. 18 1