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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.

Os01g0104500

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

Description : No apical meristem (NAM) protein domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.16 (0.0428) R2 : 0.0797
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.63 (0.273) R2dE : 0.0739 R2E : 0.0772
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0878 (0.0911) R2dN8 : 0.00248 R2N8 : 0.0058
σ : 0.803
deviance : 296.94
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_____
C
peak time of C : --
E
wheather : precipitation
threshold : -3.937
memory length : 1232
response mode : > th
dose dependency : dose dependent
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 = 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
290.06 0.8 3.25 -0.259 0.17 4.43 0.147 -10.2 -0.056 8.44 -0.03303 1233 -- --
306.57 0.815 3.16 0.0992 0.043 1.38 0.614 -- -0.108 14.1 -3.407 568 -- --
290.11 0.793 3.25 -0.254 0.172 4.42 -- -10.2 -0.0566 8.04 -0.02756 1232 -- --
296.97 0.803 3.16 0.0348 0.00737 1.62 -- -- -0.0795 14 -4.402 1231 -- --
291.7 0.795 3.26 -0.267 -- 4.44 -- -10.3 -0.0642 -- 0.08702 1232 -- --
316.79 0.834 3.17 0.26 0.166 -- 0.108 -- -0.149 7.86 -- -- -- --
316.81 0.834 3.17 0.263 0.167 -- -- -- -0.149 7.6 -- -- -- --
296.94 0.803 3.16 -0.00375 -- 1.63 -- -- -0.0893 -- -4.329 1232 -- --
295.7 0.801 3.16 -- 0.139 1.51 -- -- -0.12 7.97 -3.723 1235 -- --
318.31 0.834 3.17 0.265 -- -- -- -- -0.147 -- -- -- -- --
318.63 0.835 3.17 -- 0.169 -- -- -- -0.179 7.49 -- -- -- --
296.94 0.803 3.16 -- -- 1.63 -- -- -0.0878 -- -3.937 1232 -- --
320.16 0.835 3.18 -- -- -- -- -- -0.176 -- -- -- -- --

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
1 287.10 humidity 60.0 4320 < th dose independent rect. 12 1
2 287.70 humidity 60.0 4320 > th dose independent rect. 12 1
3 287.89 humidity 60.0 14400 < th dose independent rect. 16 4
17 288.48 humidity 60.0 14400 > th dose independent rect. 17 1
23 289.18 humidity 70.0 4320 < th dose dependent rect. 17 3
24 289.18 humidity 60.0 4320 < th dose dependent rect. 15 5
48 289.24 humidity 70.0 4320 > th dose independent rect. 18 11
52 289.27 humidity 70.0 4320 > th dose independent rect. 18 6
60 289.32 humidity 70.0 4320 < th dose independent rect. 18 2
86 289.52 precipitation 0.1 1440 < th dose independent rect. 4 15
87 289.52 precipitation 0.1 1440 < th dose dependent rect. 4 15
152 290.17 precipitation 0.1 1440 > th dose independent rect. 4 15
162 290.50 humidity 70.0 4320 < th dose dependent sin 14 NA
165 290.56 precipitation 0.1 1440 < th dose independent rect. 5 18
166 290.56 precipitation 0.1 1440 < th dose dependent rect. 5 18
212 290.82 precipitation 0.1 1440 > th dose dependent sin 1 NA
237 290.96 humidity 60.0 14400 < th dose independent sin 12 NA
239 290.97 humidity 70.0 4320 > th dose independent rect. 9 1
279 291.20 precipitation 0.1 1440 < th dose independent sin 0 NA
280 291.20 precipitation 0.1 1440 < th dose dependent sin 0 NA
287 291.27 precipitation 0.1 1440 > th dose independent sin 0 NA
301 291.29 radiation 1.0 1440 > th dose independent rect. 17 14
310 291.34 precipitation 0.1 1440 > th dose dependent rect. 4 19
388 291.65 humidity 60.0 4320 < th dose independent rect. 12 8
454 291.82 precipitation 0.1 1440 > th dose independent rect. 2 17
457 291.82 precipitation 0.1 1440 > th dose dependent rect. 9 22
463 291.84 radiation 1.0 1440 < th dose independent rect. 17 14
513 291.89 precipitation 0.1 1440 > th dose dependent no NA NA
515 291.89 precipitation 0.1 1440 > th dose dependent rect. 12 23
537 291.92 precipitation 0.1 1440 > th dose dependent rect. 19 23
554 291.97 humidity 70.0 4320 > th dose independent sin 12 NA
561 291.97 precipitation 0.1 1440 > th dose dependent rect. 15 23
580 292.01 precipitation 0.1 1440 > th dose dependent rect. 12 20
620 292.12 precipitation 0.1 1440 > th dose independent rect. 9 14
627 292.13 radiation 20.0 4320 > th dose independent rect. 16 16
686 292.21 precipitation 0.1 1440 < th dose independent rect. 9 14
689 292.21 precipitation 0.1 1440 < th dose dependent rect. 9 14
696 292.24 radiation 20.0 4320 > th dose independent rect. 7 1
720 292.28 precipitation 0.1 1440 < th dose independent rect. 13 18
722 292.28 precipitation 0.1 1440 < th dose dependent rect. 13 18
752 292.33 precipitation 0.1 1440 < th dose independent sin 16 NA
755 292.33 precipitation 0.1 1440 < th dose dependent sin 16 NA
757 292.34 precipitation 0.1 1440 > th dose independent sin 16 NA
763 292.36 radiation 20.0 1440 > th dose independent rect. 15 1
765 292.36 precipitation 0.1 1440 < th dose independent rect. 13 10
767 292.36 precipitation 0.1 1440 < th dose dependent rect. 13 10
770 292.37 humidity 70.0 4320 < th dose independent rect. 9 1
788 292.39 radiation 1.0 1440 > th dose independent rect. 17 2
811 292.44 humidity 60.0 4320 > th dose independent rect. 12 17
816 292.45 humidity 60.0 4320 > th dose independent rect. 12 8
914 292.60 precipitation 0.1 1440 > th dose independent rect. 12 18
920 292.61 radiation 30.0 1440 > th dose independent rect. 15 18
931 292.63 wind 9.0 43200 > th dose dependent rect. 20 2
981 292.71 humidity 70.0 4320 < th dose independent rect. 9 11