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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.

Os10g0422600

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

Description : Protein of unknown function DUF581 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.24 (0.0737) R2 : 0.593
β1 : -0.00752 (0.402) R2dD : 2.3e-06 R2D : -0.00166
β2 : 3.25 (0.152) R2dC : 0.413 R2C : 0.352
β3 : 3.03 (0.231) R2dE : 0.205 R2E : 0.14
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -5.05 (1.3) R2dD*E : 0.0422 R2D*E : 0.04
γ1 : -0.348 (0.165) R2dN8 : 0.00833 R2N8 : -0.0167
σ : 1.16
deviance : 621.58
__
_____
C
peak time of C : 9.69
E
wheather : temperature
threshold : 20.4
memory length : 1153
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 10.9
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 dependent, type of G = sin)

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
618.53 1.17 6.25 -0.0272 3.29 3.06 -0.944 -5.27 -0.352 9.68 20.19 1154 11.2 --
637.02 1.18 6.09 1.12 3.36 3.26 -0.361 -- -0.0141 9.85 17.27 1160 11.9 --
621.58 1.16 6.24 -0.00752 3.25 3.03 -- -5.05 -0.348 9.69 20.4 1153 10.9 --
637.19 1.18 6.1 1.14 3.3 3.41 -- -- 0.000625 9.96 16.5 1157 11.6 --
676.83 1.21 6.31 0.302 -- 5.74 -- -6.04 -0.357 -- -0.9328 1107 6.1 --
816.21 1.34 5.98 2.06 3.24 -- -0.832 -- 0.476 8.66 -- -- -- --
818.47 1.34 5.98 2.03 3.24 -- -- -- 0.476 8.68 -- -- -- --
662.96 1.2 6.23 1.04 -- 5.75 -- -- -0.2 -- -31.52 1271 7.68 --
665.39 1.2 6.14 -- 3.26 4.18 -- -- -0.224 10.3 15.33 1155 11.3 --
1411.13 1.76 6.07 2.04 -- -- -- -- 0.504 -- -- -- -- --
927.53 1.42 6.03 -- 3.25 -- -- -- 0.25 8.63 -- -- -- --
688.42 1.22 6.26 -- -- 5.97 -- -- -0.331 -- -66.51 1339 8.18 --
1521.11 1.82 6.12 -- -- -- -- -- 0.277 -- -- -- -- --

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
1 632.84 temperature 20 1440 > th dose dependent rect. 17 1
2 632.98 temperature 25 1440 > th dose dependent rect. 15 4
3 633.10 humidity 80 43200 < th dose dependent rect. 21 1
6 633.55 humidity 80 43200 > th dose independent rect. 21 2
7 633.94 humidity 80 43200 < th dose independent rect. 21 2
10 634.59 temperature 25 1440 > th dose dependent rect. 15 7
14 635.31 temperature 20 1440 > th dose dependent rect. 17 5
73 639.44 temperature 20 1440 > th dose dependent rect. 13 19
83 639.72 temperature 20 1440 > th dose dependent rect. 3 20
88 639.87 temperature 20 1440 > th dose dependent sin 17 NA
119 640.60 wind 5 43200 > th dose dependent rect. 14 2
124 640.66 wind 5 43200 > th dose independent rect. 13 17
139 640.85 radiation 10 14400 > th dose independent rect. 5 1
165 641.10 wind 9 43200 > th dose independent rect. 13 20
179 641.27 wind 9 43200 > th dose dependent rect. 13 19
219 641.64 temperature 25 43200 > th dose dependent rect. 9 2
229 641.72 temperature 25 43200 > th dose dependent rect. 8 4
232 641.76 temperature 25 43200 > th dose dependent rect. 6 6
244 641.86 temperature 20 1440 > th dose dependent rect. 15 23
249 641.89 temperature 25 43200 > th dose dependent rect. 23 14
252 641.94 temperature 20 1440 > th dose dependent no NA NA
286 642.10 wind 5 43200 < th dose independent rect. 13 18
292 642.12 temperature 20 1440 > th dose dependent rect. 17 23
293 642.14 temperature 20 1440 > th dose dependent rect. 21 23
294 642.16 wind 7 43200 > th dose dependent rect. 5 14
295 642.18 wind 7 43200 > th dose dependent rect. 5 16
303 642.21 temperature 20 1440 > th dose dependent rect. 6 23
316 642.29 wind 7 43200 > th dose dependent rect. 3 18
322 642.37 wind 7 43200 > th dose dependent rect. 3 16
396 642.88 temperature 25 43200 > th dose dependent sin 6 NA
421 643.09 wind 9 43200 < th dose independent rect. 13 20
467 643.44 temperature 25 43200 > th dose independent rect. 1 10
527 643.93 temperature 25 43200 > th dose independent rect. 2 8
529 643.93 temperature 25 43200 < th dose independent rect. 1 10
548 644.17 wind 7 43200 > th dose dependent sin 23 NA
575 644.42 temperature 25 43200 < th dose independent rect. 3 7
675 645.21 wind 5 43200 > th dose independent rect. 10 14
734 645.62 wind 5 43200 > th dose independent sin 16 NA
737 645.65 radiation 10 43200 > th dose independent rect. 9 1
789 646.05 temperature 20 1440 > th dose dependent rect. 21 1
809 646.17 temperature 25 43200 > th dose independent sin 7 NA
883 646.63 temperature 30 43200 < th dose independent rect. 11 2
923 646.85 wind 5 43200 < th dose independent sin 16 NA
930 646.88 temperature 25 43200 < th dose independent sin 7 NA
956 647.00 wind 5 43200 > th dose dependent rect. 13 12
965 647.04 temperature 25 43200 > th dose dependent no NA NA
970 647.05 temperature 25 43200 > th dose dependent rect. 5 23
1000 647.13 temperature 30 43200 > th dose independent rect. 11 2