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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.

Os01g0721800

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 : 3.1 (0.04) R2 : 0.00647
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.145 (0.0842) R2dN8 : 0.00835 R2N8 : 0.00647
σ : 0.753
deviance : 260.08
__
_____
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 = wind, 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
242.84 0.732 3.19 0.495 0.17 -1.06 -0.0501 -2.09 -0.357 15.7 3.185 2607 -- --
247.1 0.732 3.15 0.455 0.179 -0.981 -0.115 -- -0.346 15.7 3.053 2601 -- --
242.82 0.726 3.19 0.491 0.163 -1.05 -- -2.09 -0.359 15.7 3.098 2618 -- --
247.12 0.732 3.15 0.444 0.178 -0.971 -- -- -0.345 15.4 3.069 2601 -- --
244.23 0.728 3.19 0.483 -- -1.03 -- -2.08 -0.366 -- 2.877 2618 -- --
256.86 0.751 3.1 0.23 0.19 -- -0.013 -- -0.115 16.7 -- -- -- --
256.86 0.751 3.1 0.23 0.19 -- -- -- -0.115 16.7 -- -- -- --
248.77 0.735 3.15 0.439 -- -0.96 -- -- -0.358 -- 2.8 2618 -- --
251.75 0.739 3.14 -- 0.168 -0.744 -- -- -0.338 15.5 3.011 2601 -- --
258.77 0.752 3.09 0.223 -- -- -- -- -0.12 -- -- -- -- --
258.25 0.752 3.1 -- 0.185 -- -- -- -0.141 16.8 -- -- -- --
253.23 0.741 3.15 -- -- -0.746 -- -- -0.347 -- 2.8 2618 -- --
260.08 0.753 3.1 -- -- -- -- -- -0.145 -- -- -- -- --

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
1 239.96 wind 3.0 1440 < th dose independent rect. 23 3
3 240.24 wind 3.0 1440 > th dose independent rect. 23 3
5 240.28 wind 1.0 1440 > th dose dependent rect. 23 3
6 240.29 wind 3.0 1440 < th dose independent rect. 22 6
7 240.31 wind 3.0 1440 > th dose independent rect. 22 6
14 240.56 wind 5.0 1440 < th dose dependent rect. 23 3
15 240.57 wind 9.0 1440 < th dose dependent rect. 23 3
16 240.57 wind 1.0 1440 > th dose dependent rect. 22 7
33 240.94 wind 9.0 1440 < th dose dependent rect. 22 7
57 241.28 humidity 80.0 10 > th dose independent rect. 10 1
76 241.67 wind 1.0 1440 > th dose dependent rect. 1 1
78 241.69 humidity 80.0 10 > th dose dependent rect. 10 1
84 241.78 wind 7.0 1440 < th dose dependent rect. 1 1
110 242.34 wind 3.0 1440 < th dose independent rect. 1 1
112 242.36 precipitation 0.1 1440 < th dose independent rect. 21 1
113 242.36 precipitation 0.1 1440 < th dose dependent rect. 21 1
118 242.45 precipitation 0.1 1440 < th dose independent rect. 21 4
120 242.45 precipitation 0.1 1440 < th dose dependent rect. 21 4
132 242.59 temperature 25.0 90 < th dose dependent rect. 8 2
155 242.81 wind 3.0 1440 > th dose independent rect. 1 1
309 243.94 atmosphere 1005.0 90 < th dose dependent rect. 8 3
322 243.99 wind 1.0 1440 > th dose dependent sin 10 NA
330 244.02 humidity 80.0 4320 > th dose independent rect. 6 2
352 244.09 wind 7.0 1440 < th dose dependent sin 10 NA
396 244.26 temperature 25.0 10 < th dose independent rect. 10 1
404 244.29 humidity 80.0 4320 < th dose independent rect. 6 2
448 244.45 precipitation 0.1 1440 > th dose independent rect. 18 7
457 244.47 atmosphere 1005.0 90 < th dose dependent rect. 8 1
481 244.54 precipitation 0.1 1440 > th dose dependent rect. 18 7
482 244.54 wind 3.0 90 > th dose dependent rect. 1 9
484 244.55 precipitation 0.1 1440 > th dose dependent rect. 20 5
552 244.69 wind 3.0 90 > th dose independent rect. 1 10
584 244.79 humidity 80.0 43200 < th dose dependent rect. 7 1
614 244.90 wind 3.0 90 > th dose dependent rect. 23 11
632 244.95 humidity 80.0 1440 < th dose independent rect. 21 14
698 245.12 humidity 80.0 1440 < th dose independent sin 7 NA
702 245.14 wind 3.0 1440 < th dose independent sin 10 NA
723 245.19 humidity 80.0 1440 > th dose independent rect. 23 14
736 245.23 wind 3.0 1440 > th dose independent sin 11 NA
770 245.30 radiation 1.0 43200 < th dose dependent rect. 21 6
833 245.46 radiation 1.0 43200 < th dose dependent rect. 24 3
857 245.52 humidity 80.0 10 > th dose independent rect. 8 3
868 245.55 humidity 80.0 1440 > th dose independent sin 7 NA
870 245.55 temperature 20.0 720 > th dose dependent rect. 2 2
878 245.57 radiation 1.0 1440 > th dose independent rect. 14 2
889 245.59 humidity 80.0 1440 > th dose independent rect. 23 11
910 245.64 radiation 1.0 1440 < th dose independent rect. 15 1
920 245.66 wind 9.0 30 > th dose independent rect. 10 2
992 245.76 humidity 80.0 4320 > th dose independent rect. 2 7
1000 245.77 wind 3.0 90 > th dose dependent rect. 8 1