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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.

Os09g0376600

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

Description : Protein kinase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.77 (0.0402) R2 : 0.134
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.781 (0.107) R2dE : 0.114 R2E : 0.128
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.129 (0.0887) R2dN8 : 0.00584 R2N8 : 0.0198
σ : 0.746
deviance : 256.25
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 21.99
memory length : 635
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, 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
244.26 0.734 3.75 0.3 0.371 -0.772 1.29 0.244 -0.0742 5.32 22.3 745 -- --
244.49 0.728 3.75 0.239 0.386 -0.767 1.27 -- -0.0818 5.18 22.2 745 -- --
248.13 0.734 3.76 0.249 0.388 -0.778 -- 0.0382 -0.0969 5.72 22.12 744 -- --
248.09 0.734 3.76 0.231 0.382 -0.777 -- -- -0.102 5.63 22.12 757 -- --
254.53 0.743 3.77 0.236 -- -0.824 -- -0.0728 -0.0942 -- 22 643 -- --
271.75 0.773 3.81 -0.0408 0.463 -- 1.1 -- -0.355 6.15 -- -- -- --
274.38 0.776 3.81 -0.0269 0.474 -- -- -- -0.358 6.76 -- -- -- --
254.53 0.743 3.76 0.263 -- -0.831 -- -- -0.086 -- 21.95 643 -- --
249.34 0.735 3.77 -- 0.39 -0.724 -- -- -0.138 5.69 22.25 745 -- --
286.12 0.79 3.82 -0.0162 -- -- -- -- -0.349 -- -- -- -- --
274.4 0.775 3.81 -- 0.474 -- -- -- -0.355 6.76 -- -- -- --
256.25 0.746 3.77 -- -- -0.781 -- -- -0.129 -- 21.99 635 -- --
286.13 0.79 3.82 -- -- -- -- -- -0.347 -- -- -- -- --

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
1 236.56 temperature 30.0 720 < th dose dependent rect. 24 3
2 237.12 humidity 80.0 90 < th dose independent rect. 1 5
4 237.26 temperature 30.0 90 < th dose dependent rect. 1 11
5 237.45 temperature 30.0 270 < th dose dependent rect. 23 12
8 237.74 humidity 80.0 90 < th dose dependent rect. 1 5
13 238.36 temperature 30.0 10 < th dose dependent rect. 24 13
40 239.95 humidity 90.0 10 < th dose dependent rect. 2 2
56 240.88 temperature 10.0 720 > th dose dependent rect. 21 10
82 241.94 humidity 90.0 10 < th dose independent rect. 2 2
90 242.21 temperature 10.0 720 > th dose dependent rect. 20 13
110 243.08 temperature 20.0 720 < th dose independent rect. 1 1
145 244.07 temperature 20.0 720 < th dose independent rect. 24 4
151 244.25 temperature 25.0 720 < th dose dependent sin 10 NA
154 244.33 temperature 30.0 720 < th dose dependent rect. 24 9
156 244.39 temperature 20.0 720 > th dose dependent rect. 1 6
164 244.50 temperature 10.0 720 > th dose dependent rect. 3 6
181 244.72 temperature 25.0 720 < th dose dependent rect. 3 1
200 244.93 temperature 30.0 270 < th dose dependent rect. 23 20
216 245.15 temperature 25.0 720 < th dose dependent rect. 17 18
251 245.49 temperature 25.0 720 < th dose dependent rect. 19 12
302 245.88 temperature 20.0 720 < th dose independent rect. 3 1
306 245.89 temperature 10.0 270 > th dose dependent rect. 3 21
323 245.99 temperature 20.0 720 > th dose independent rect. 21 10
361 246.35 temperature 20.0 720 > th dose dependent sin 9 NA
372 246.51 atmosphere 1000.0 30 > th dose independent rect. 2 1
403 246.73 humidity 90.0 30 > th dose independent rect. 2 1
404 246.73 humidity 80.0 30 > th dose dependent rect. 2 1
408 246.74 atmosphere 995.0 30 > th dose dependent rect. 2 1
417 246.81 temperature 20.0 720 > th dose independent rect. 12 19
422 246.83 temperature 10.0 10 > th dose dependent rect. 12 23
445 246.99 temperature 30.0 10 < th dose dependent sin 5 NA
448 247.02 temperature 10.0 10 > th dose dependent sin 6 NA
466 247.09 temperature 25.0 30 < th dose independent rect. 2 1
472 247.11 temperature 30.0 30 < th dose dependent rect. 2 1
486 247.17 wind 3.0 30 < th dose dependent rect. 2 1
494 247.21 wind 9.0 30 < th dose independent rect. 2 1
495 247.21 temperature 10.0 30 > th dose independent rect. 2 1
498 247.21 humidity 50.0 30 > th dose independent rect. 2 1
502 247.21 atmosphere 1010.0 30 < th dose independent rect. 2 1
504 247.21 radiation 1.0 30 < th dose independent rect. 2 1
509 247.21 precipitation 0.1 30 < th dose independent rect. 2 1
510 247.21 temperature 10.0 30 > th dose independent rect. 3 23
512 247.21 wind 9.0 30 < th dose dependent rect. 2 1
513 247.21 radiation 1.0 30 < th dose dependent rect. 2 1
518 247.21 precipitation 0.1 30 < th dose dependent rect. 2 1
527 247.29 wind 5.0 30 < th dose independent rect. 2 1
552 247.47 temperature 10.0 30 > th dose dependent rect. 2 1
566 247.54 temperature 30.0 10 < th dose dependent rect. 24 22
567 247.54 temperature 10.0 30 > th dose dependent rect. 3 23
577 247.59 temperature 10.0 270 > th dose dependent sin 7 NA
598 247.69 temperature 15.0 10 > th dose dependent rect. 22 13
680 248.15 temperature 20.0 720 < th dose independent sin 9 NA
694 248.19 temperature 10.0 720 > th dose dependent rect. 21 18
710 248.30 temperature 20.0 720 > th dose independent rect. 3 4
748 248.56 temperature 20.0 720 > th dose independent rect. 21 18
749 248.56 temperature 25.0 720 < th dose dependent no NA NA
756 248.59 atmosphere 1015.0 30 < th dose dependent rect. 2 1
784 248.72 temperature 20.0 720 > th dose independent rect. 3 21
798 248.75 temperature 25.0 720 < th dose dependent rect. 8 23
811 248.83 temperature 20.0 720 > th dose independent rect. 3 6
882 249.11 wind 1.0 30 > th dose independent rect. 2 1
917 249.26 temperature 20.0 10 < th dose dependent rect. 2 2
934 249.31 temperature 20.0 720 > th dose independent rect. 3 13
942 249.34 temperature 20.0 720 > th dose independent sin 10 NA
982 249.48 atmosphere 1005.0 10 > th dose dependent rect. 1 3