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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.

Os11g0308800

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

Description : Protein kinase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.24 (0.038) R2 : 0.201
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.34 (0.126) R2dE : 0.197 R2E : 0.197
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.11 (0.08) R2dN8 : 0.00426 R2N8 : 0.00441
σ : 0.714
deviance : 234.71
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 29.43
memory length : 492
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
226.06 0.706 3.26 -0.256 0.489 1.56 -0.457 -4.21 0.209 19 30.1 420 -- --
227.35 0.702 3.22 0.0826 0.539 1.13 -0.545 -- 0.247 19 30.6 450 -- --
226.55 0.701 3.27 -0.267 0.505 1.55 -- -4.47 0.208 18.9 30.1 414 -- --
228.01 0.703 3.22 0.141 0.566 1.07 -- -- 0.259 18.6 30.6 451 -- --
233.51 0.712 3.28 -0.397 -- 1.76 -- -4.15 0.0686 -- 29.5 478 -- --
251.01 0.743 3.24 0.271 0.875 -- 0.137 -- 0.173 18.4 -- -- -- --
251.06 0.742 3.24 0.269 0.876 -- -- -- 0.174 18.5 -- -- -- --
234.61 0.713 3.23 0.061 -- 1.33 -- -- 0.117 -- 29.45 492 -- --
228.37 0.704 3.22 -- 0.541 1.08 -- -- 0.244 18.6 30.4 459 -- --
290.93 0.797 3.23 0.246 -- -- -- -- 0.156 -- -- -- -- --
252.96 0.744 3.25 -- 0.872 -- -- -- 0.144 18.5 -- -- -- --
234.71 0.714 3.24 -- -- 1.34 -- -- 0.11 -- 29.43 492 -- --
292.54 0.798 3.23 -- -- -- -- -- 0.128 -- -- -- -- --

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
1 219.11 temperature 20 270 > th dose dependent rect. 12 8
2 219.18 temperature 25 270 > th dose dependent rect. 12 14
32 220.34 humidity 90 1440 < th dose independent rect. 11 2
36 220.47 temperature 20 1440 > th dose independent rect. 10 5
55 221.33 temperature 20 10 > th dose dependent rect. 14 8
64 221.69 humidity 90 1440 > th dose independent rect. 12 1
66 221.71 humidity 90 1440 > th dose dependent rect. 12 1
70 221.74 temperature 25 270 > th dose dependent sin 17 NA
101 222.69 temperature 20 1440 < th dose independent rect. 12 2
106 222.75 temperature 20 1440 < th dose dependent rect. 12 1
111 222.79 temperature 30 270 < th dose independent rect. 9 14
114 222.81 wind 9 4320 > th dose independent rect. 3 1
146 222.81 wind 9 4320 > th dose dependent rect. 3 1
255 223.88 wind 1 270 < th dose dependent rect. 7 1
258 223.91 temperature 20 1440 < th dose independent rect. 17 1
270 223.97 temperature 20 1440 < th dose independent rect. 15 3
322 224.49 temperature 30 10 < th dose dependent rect. 13 13
330 224.57 temperature 30 270 < th dose dependent rect. 12 11
339 224.67 temperature 30 270 > th dose independent rect. 12 6
345 224.73 temperature 20 1440 > th dose independent rect. 17 1
370 224.84 temperature 25 270 > th dose dependent rect. 15 1
384 225.03 temperature 30 90 < th dose dependent rect. 12 13
464 225.79 temperature 20 720 < th dose dependent rect. 7 1
508 226.21 temperature 20 1440 < th dose dependent rect. 19 1
518 226.31 wind 1 720 < th dose independent rect. 7 1
574 226.90 temperature 30 270 < th dose independent rect. 12 12
578 226.93 temperature 30 270 > th dose independent sin 17 NA
590 227.10 temperature 20 1440 < th dose dependent rect. 17 1
593 227.13 temperature 30 270 < th dose independent sin 17 NA
630 227.31 temperature 30 270 < th dose independent rect. 3 23
632 227.31 temperature 20 1440 < th dose dependent rect. 17 3
664 227.52 temperature 20 1440 < th dose dependent rect. 12 8
676 227.57 temperature 30 270 > th dose independent rect. 15 1
716 227.94 temperature 25 10 > th dose independent rect. 14 8
724 228.01 temperature 30 90 < th dose dependent sin 17 NA
738 228.09 temperature 30 10 < th dose dependent sin 16 NA
748 228.15 wind 1 720 < th dose independent rect. 6 3
749 228.15 temperature 25 10 > th dose independent rect. 14 6
762 228.20 temperature 20 720 < th dose independent rect. 7 1
802 228.47 temperature 30 270 < th dose independent rect. 16 23
833 228.70 atmosphere 1005 43200 < th dose dependent rect. 16 3
838 228.73 atmosphere 1005 43200 < th dose dependent rect. 16 1
877 228.90 humidity 80 270 < th dose dependent rect. 13 6
878 228.90 temperature 20 720 < th dose dependent rect. 7 8
928 229.03 radiation 20 270 > th dose dependent rect. 15 16
929 229.04 radiation 20 270 > th dose dependent rect. 15 2
967 229.14 temperature 30 720 < th dose independent rect. 22 17