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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.

Os06g0668400

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

Description : TRAF-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.95 (0.0347) R2 : 0.00212
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0721 (0.0731) R2dN8 : 0.00274 R2N8 : 0.00212
σ : 0.654
deviance : 196.46
__
_____
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 dependent, 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
184.7 0.639 3.04 -0.233 0.0813 13.8 0.713 -48.6 -0.0541 20.5 0.1164 62 -- --
194.17 0.654 2.96 0.0661 0.0962 -0.193 0.76 -- -0.0673 19.9 0.1164 62 -- --
183.6 0.631 3.02 -0.266 0.0765 14.8 -- -53.1 -0.0718 18.1 0.8936 62 -- --
186.58 0.636 2.95 0.00912 0.00588 2.88 -- -- -0.0594 11.1 1.5 108 -- --
183.9 0.632 3.02 -0.247 -- 16.9 -- -61.8 -0.0615 -- 1.167 60 -- --
194.2 0.653 2.96 0.0634 0.0976 -- 0.761 -- -0.0669 19.9 -- -- -- --
195.57 0.655 2.96 0.0461 0.128 -- -- -- -0.0643 17.5 -- -- -- --
186.58 0.636 2.95 0.00907 -- 2.88 -- -- -0.059 -- 1.5 108 -- --
186.19 0.636 2.96 -- 0.0829 2.71 -- -- -0.0622 17.1 1.5 117 -- --
196.42 0.655 2.95 0.0419 -- -- -- -- -0.0674 -- -- -- -- --
195.62 0.654 2.96 -- 0.127 -- -- -- -0.0694 17.5 -- -- -- --
186.58 0.636 2.95 -- -- 2.88 -- -- -0.0603 -- 1.5 119 -- --
196.46 0.654 2.95 -- -- -- -- -- -0.0721 -- -- -- -- --

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
1 176.34 wind 1.0 270 < th dose dependent rect. 21 1
3 179.08 atmosphere 1000.0 720 < th dose dependent rect. 12 1
9 180.61 wind 1.0 270 < th dose independent rect. 21 1
14 181.03 atmosphere 1010.0 720 < th dose dependent rect. 12 1
21 181.88 precipitation 0.1 90 > th dose dependent rect. 14 7
27 182.04 precipitation 0.1 90 > th dose independent rect. 15 4
51 182.40 atmosphere 1000.0 720 < th dose independent rect. 13 1
52 182.41 precipitation 0.1 10 > th dose independent rect. 17 1
81 182.41 precipitation 0.1 10 > th dose dependent rect. 17 1
163 182.96 precipitation 0.1 90 > th dose dependent sin 19 NA
164 182.99 atmosphere 1000.0 90 < th dose independent rect. 16 1
170 183.17 atmosphere 1000.0 90 < th dose independent rect. 12 5
182 183.25 precipitation 0.1 90 > th dose dependent rect. 14 11
265 183.84 precipitation 0.1 10 > th dose independent rect. 17 7
285 183.84 precipitation 0.1 10 > th dose dependent rect. 17 7
307 183.88 precipitation 0.1 10 > th dose independent rect. 17 5
317 183.88 precipitation 0.1 10 > th dose dependent rect. 17 5
353 183.96 atmosphere 1000.0 90 < th dose dependent rect. 16 1
355 183.99 atmosphere 1000.0 1440 < th dose independent rect. 1 1
409 184.21 atmosphere 1000.0 1440 > th dose independent rect. 1 1
434 184.39 precipitation 0.1 10 > th dose independent sin 20 NA
435 184.39 precipitation 0.1 10 > th dose dependent sin 20 NA
448 184.43 atmosphere 1000.0 1440 < th dose independent rect. 24 6
459 184.45 atmosphere 1005.0 720 > th dose independent rect. 8 8
471 184.59 atmosphere 1000.0 1440 > th dose independent rect. 24 6
494 184.68 precipitation 0.1 720 > th dose independent rect. 17 1
525 184.78 atmosphere 1000.0 1440 < th dose dependent rect. 24 1
570 185.03 atmosphere 1000.0 1440 > th dose independent rect. 3 3
572 185.04 atmosphere 1000.0 1440 < th dose independent rect. 4 1
603 185.18 atmosphere 1000.0 1440 > th dose independent rect. 5 1
634 185.25 wind 1.0 90 < th dose independent rect. 13 1
648 185.29 atmosphere 1000.0 1440 < th dose dependent rect. 24 5
667 185.35 atmosphere 1005.0 1440 < th dose independent rect. 24 17
672 185.38 atmosphere 1005.0 1440 > th dose independent rect. 24 17
694 185.45 precipitation 0.1 90 > th dose dependent rect. 21 21
697 185.47 atmosphere 1010.0 1440 < th dose dependent rect. 24 1
725 185.53 atmosphere 1010.0 720 < th dose dependent rect. 6 11
746 185.61 precipitation 0.1 4320 > th dose dependent rect. 16 2
752 185.62 atmosphere 1010.0 1440 < th dose dependent rect. 24 3
766 185.65 atmosphere 1005.0 90 < th dose dependent rect. 12 6
780 185.68 atmosphere 995.0 720 > th dose dependent rect. 8 8
787 185.70 atmosphere 1010.0 1440 < th dose dependent rect. 24 5
882 185.85 atmosphere 1000.0 1440 < th dose dependent rect. 3 2
890 185.86 wind 1.0 30 < th dose dependent rect. 13 1
892 185.86 precipitation 0.1 720 > th dose dependent rect. 16 2
912 185.89 wind 3.0 720 < th dose dependent rect. 13 1
937 185.93 precipitation 0.1 90 > th dose independent sin 20 NA
945 185.94 atmosphere 1005.0 1440 > th dose independent sin 3 NA
958 185.95 atmosphere 995.0 1440 > th dose dependent rect. 24 3
992 185.99 atmosphere 1005.0 1440 < th dose independent sin 4 NA