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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.

Os06g0200700

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.38 (0.0508) R2 : 0.277
β1 : 1.12 (0.202) R2dD : 0.0505 R2D : 0.0865
β2 : 0.898 (0.128) R2dC : 0.0715 R2C : 0.0716
β3 : -1.4 (0.256) R2dE : 0.0627 R2E : 0.109
β4 : 2.97 (0.541) R2dD*C : 0.0584 R2D*C : 0.0471
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0775 (0.109) R2dN8 : 0.00156 R2N8 : -0.00486
σ : 0.947
deviance : 412.99
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_____
C
peak time of C : 20.3
E
wheather : precipitation
threshold : 0.3302
memory length : 2260
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
409.12 0.95 3.33 1.05 0.872 -0.862 3.37 -4.99 0.0704 20.5 0.2966 4478 -- --
412.99 0.947 3.38 1.12 0.898 -1.4 2.97 -- 0.0775 20.3 0.3302 2260 -- --
445.24 0.983 3.32 0.989 0.872 -0.856 -- -4.88 0.0886 20.2 0.001036 4479 -- --
443.21 0.981 3.37 0.938 0.795 -1.68 -- -- 0.0987 20 0.5 1941 -- --
486.24 1.03 3.31 0.943 -- -0.866 -- -4.76 0.063 -- 0.063 4700 -- --
443.5 0.987 3.4 1.47 0.861 -- 3.31 -- -0.0033 20.6 -- -- -- --
478.86 1.02 3.4 1.37 0.864 -- -- -- -0.00161 20.3 -- -- -- --
480.1 1.02 3.35 0.871 -- -1.8 -- -- 0.0915 -- 0.2983 1941 -- --
461.71 1 3.39 -- 0.826 -2.03 -- -- 0.0353 20.1 0.4999 2140 -- --
520.16 1.07 3.38 1.36 -- -- -- -- -0.0111 -- -- -- -- --
528.23 1.08 3.43 -- 0.857 -- -- -- -0.154 20.4 -- -- -- --
497.34 1.04 3.37 -- -- -2.24 -- -- 0.0333 -- 0.2326 1952 -- --
569.16 1.11 3.41 -- -- -- -- -- -0.162 -- -- -- -- --

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
1 398.64 humidity 80.0 43200 < th dose independent rect. 7 1
3 399.77 radiation 1.0 43200 < th dose dependent rect. 22 5
4 400.00 radiation 1.0 43200 < th dose dependent rect. 22 3
7 400.68 radiation 1.0 43200 < th dose dependent rect. 24 3
21 402.38 atmosphere 995.0 43200 > th dose independent rect. 12 1
22 402.60 atmosphere 995.0 43200 < th dose dependent rect. 16 6
23 402.67 atmosphere 995.0 43200 < th dose independent rect. 16 6
28 403.18 atmosphere 995.0 43200 > th dose independent rect. 16 6
30 403.24 atmosphere 995.0 43200 > th dose independent rect. 16 1
34 403.53 atmosphere 995.0 43200 < th dose independent rect. 15 8
36 403.63 precipitation 0.1 4320 > th dose dependent rect. 19 8
37 403.66 atmosphere 995.0 43200 > th dose independent rect. 15 8
39 403.80 atmosphere 995.0 43200 < th dose independent rect. 16 1
43 403.86 atmosphere 995.0 43200 < th dose dependent rect. 16 1
63 404.19 atmosphere 995.0 43200 < th dose independent rect. 10 5
74 404.40 precipitation 0.1 4320 > th dose independent rect. 13 1
76 404.47 atmosphere 995.0 43200 < th dose dependent rect. 15 8
79 404.60 precipitation 0.1 4320 < th dose independent rect. 12 15
80 404.60 precipitation 0.1 4320 < th dose dependent rect. 12 15
81 404.61 precipitation 0.1 4320 > th dose independent rect. 13 14
83 404.61 precipitation 0.1 43200 > th dose dependent rect. 19 1
86 404.65 precipitation 0.1 4320 < th dose independent rect. 13 1
87 404.65 precipitation 0.1 4320 < th dose dependent rect. 13 1
89 404.68 atmosphere 995.0 43200 < th dose dependent rect. 13 3
90 404.69 precipitation 0.1 4320 > th dose dependent rect. 12 2
99 404.82 precipitation 0.1 4320 > th dose dependent rect. 19 6
103 404.92 atmosphere 995.0 43200 > th dose independent rect. 10 5
104 404.94 atmosphere 1000.0 43200 < th dose dependent rect. 5 1
110 405.00 precipitation 0.1 4320 > th dose independent rect. 18 9
116 405.09 precipitation 0.1 4320 < th dose independent rect. 18 9
118 405.09 precipitation 0.1 4320 < th dose dependent rect. 18 9
177 405.62 precipitation 0.1 4320 > th dose independent rect. 19 3
188 405.68 humidity 80.0 43200 > th dose independent rect. 6 1
220 405.91 precipitation 0.1 4320 < th dose independent rect. 19 3
222 405.91 precipitation 0.1 4320 < th dose dependent rect. 19 3
251 406.04 atmosphere 1000.0 43200 < th dose independent rect. 2 1
274 406.11 precipitation 0.1 4320 > th dose independent sin 14 NA
279 406.12 precipitation 0.1 4320 < th dose independent sin 14 NA
280 406.12 atmosphere 1000.0 43200 > th dose independent rect. 2 1
281 406.12 precipitation 0.1 4320 < th dose dependent sin 14 NA
306 406.24 precipitation 0.1 4320 < th dose independent rect. 16 11
308 406.24 precipitation 0.1 4320 < th dose dependent rect. 16 11
320 406.29 precipitation 0.1 4320 > th dose dependent rect. 20 21
327 406.33 atmosphere 1000.0 43200 < th dose dependent sin 11 NA
336 406.37 precipitation 0.1 4320 > th dose independent rect. 16 11
410 406.64 precipitation 0.1 4320 > th dose independent rect. 13 12
419 406.68 precipitation 0.1 4320 < th dose independent rect. 13 12
423 406.68 precipitation 0.1 4320 < th dose dependent rect. 13 12
463 406.80 atmosphere 1000.0 43200 < th dose dependent rect. 20 1
599 407.24 precipitation 0.1 4320 > th dose dependent rect. 20 18
705 407.49 atmosphere 995.0 43200 > th dose independent sin 15 NA
758 407.60 precipitation 0.1 43200 < th dose independent rect. 19 1
759 407.60 precipitation 0.1 43200 < th dose dependent rect. 19 1
785 407.66 wind 9.0 43200 > th dose dependent rect. 19 2
813 407.74 precipitation 0.1 43200 > th dose independent rect. 19 1
822 407.76 precipitation 0.1 4320 < th dose independent rect. 20 21
825 407.76 precipitation 0.1 4320 < th dose dependent rect. 20 21
848 407.83 wind 9.0 43200 > th dose independent rect. 19 2
857 407.84 precipitation 0.1 4320 > th dose independent rect. 20 21
912 407.99 atmosphere 1000.0 43200 > th dose independent sin 10 NA
913 407.99 atmosphere 1000.0 43200 < th dose independent sin 10 NA
923 408.01 atmosphere 1000.0 43200 > th dose independent rect. 20 1
996 408.15 atmosphere 995.0 43200 < th dose independent sin 15 NA
997 408.15 humidity 80.0 43200 > th dose independent rect. 5 3