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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.

Os03g0406100

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

Description : SPX, N-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.2 (0.0847) R2 : 0.781
β1 : -1.85 (0.395) R2dD : 0.0304 R2D : 0.175
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.53 (0.224) R2dE : 0.203 R2E : 0.46
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -11 (0.971) R2dD*E : 0.191 R2D*E : 0.477
γ1 : -0.147 (0.187) R2dN8 : 0.000761 R2N8 : -0.00352
σ : 1.21
deviance : 676.3
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 24.93
memory length : 4673
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 9.88
open length of G : 0.798

__

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 = rect.)

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
668.18 1.21 4.21 -1.84 0.0766 3.28 3.4 -9.39 -0.199 0.134 25 4406 9.91 1.12
884.2 1.38 4.61 -2.86 0.272 4.5 3.44 -- -0.17 0.0219 24.8 4384 10 1.31
675.92 1.21 4.18 -1.97 0.284 3.71 -- -9.74 -0.0914 0.00146 25 4753 9.88 0.917
869.94 1.37 4.64 -3.74 0.395 5.21 -- -- -0.628 23.4 24.9 4630 10.4 0.916
676.3 1.21 4.2 -1.85 -- 3.53 -- -11 -0.147 -- 24.93 4673 9.88 0.798
1249.51 1.66 5.09 -7.38 0.143 -- -3.79 -- -2.65 11.8 -- -- -- --
1309.36 1.69 5.1 -7.54 0.268 -- -- -- -2.67 8.23 -- -- -- --
850.84 1.36 4.75 -4.48 -- 4.31 -- -- -1.12 -- 24.84 4639 10.4 0.9
1176.48 1.6 4.54 -- 0.535 6.78 -- -- -0.0349 0.923 24.7 4727 10.4 0.85
1313.33 1.69 5.1 -7.54 -- -- -- -- -2.67 -- -- -- -- --
2807.21 2.48 4.91 -- 0.27 -- -- -- -1.83 10.4 -- -- -- --
792.27 1.31 4.58 -- -- 7.24 -- -- -0.223 -- 22.08 29082 10.6 3.82
2811.67 2.48 4.91 -- -- -- -- -- -1.83 -- -- -- -- --

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
1 613.87 radiation 40 43200 < th dose independent rect. 16 16
2 614.69 radiation 1 43200 < th dose independent rect. 10 1
3 614.69 radiation 1 43200 < th dose dependent rect. 10 1
4 614.80 radiation 30 43200 > th dose dependent rect. 7 1
19 615.03 radiation 1 43200 > th dose independent rect. 10 1
23 616.63 radiation 40 43200 < th dose independent rect. 5 3
33 617.60 radiation 40 43200 < th dose independent rect. 22 10
37 622.26 radiation 40 43200 < th dose independent rect. 15 8
39 622.46 radiation 40 43200 < th dose independent rect. 15 6
46 623.01 radiation 40 43200 < th dose independent rect. 15 12
54 626.51 temperature 15 43200 < th dose dependent rect. 24 3
56 627.97 temperature 15 43200 < th dose dependent rect. 1 1
58 628.33 temperature 15 43200 < th dose independent rect. 24 1
60 628.57 temperature 15 43200 < th dose independent rect. 24 3
62 629.78 temperature 15 43200 > th dose independent rect. 24 1
64 629.85 temperature 15 43200 > th dose independent rect. 24 3
68 630.15 radiation 30 43200 > th dose independent rect. 7 1
92 632.44 radiation 1 43200 < th dose independent rect. 8 1
93 632.51 radiation 1 43200 > th dose independent rect. 8 1
98 633.48 radiation 1 43200 > th dose independent rect. 8 3
99 633.48 radiation 1 43200 < th dose independent rect. 8 3
193 643.49 temperature 15 43200 > th dose independent rect. 11 1
244 646.24 radiation 10 43200 < th dose independent rect. 16 15
260 647.98 temperature 15 43200 < th dose independent rect. 10 2
265 648.55 radiation 1 43200 > th dose dependent rect. 5 1
284 649.01 radiation 10 43200 < th dose independent rect. 4 3
290 649.06 radiation 10 43200 < th dose independent rect. 22 9
291 649.07 radiation 10 43200 < th dose independent sin 12 NA
352 652.19 radiation 40 43200 < th dose independent sin 13 NA
377 653.33 temperature 15 43200 > th dose independent rect. 23 13
390 653.90 temperature 15 43200 < th dose independent rect. 24 12
434 654.76 radiation 20 43200 < th dose dependent rect. 5 1
526 658.21 radiation 1 43200 > th dose dependent rect. 18 13
527 658.22 temperature 15 43200 > th dose independent sin 9 NA
589 659.68 temperature 15 43200 < th dose independent sin 9 NA
635 660.58 temperature 15 43200 < th dose dependent sin 10 NA
687 661.56 radiation 20 43200 < th dose dependent rect. 19 11
690 661.60 radiation 20 43200 < th dose dependent rect. 1 5
721 662.03 radiation 20 43200 < th dose dependent rect. 22 8
768 663.13 humidity 90 43200 > th dose dependent rect. 24 9
846 664.85 radiation 40 43200 > th dose dependent rect. 13 20
861 665.27 radiation 40 43200 < th dose dependent rect. 18 13
865 665.34 radiation 40 43200 < th dose dependent rect. 17 15
869 665.40 temperature 15 43200 > th dose independent rect. 10 19
907 665.90 humidity 90 43200 > th dose dependent rect. 23 16