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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.

Os03g0596600

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 : 4.32 (0.0432) R2 : 0.682
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.19 (0.145) R2dE : 0.36 R2E : 0.438
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.48 (0.0933) R2dN8 : 0.243 R2N8 : 0.321
σ : 0.805
deviance : 299.08
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 21.83
memory length : 912
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 15.4
open length of G : 15.6

__

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 = 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
279.63 0.786 4.43 -1.51 0.179 3.49 0.569 -3.75 1.13 0.257 21.97 916 15.7 15.9
286.8 0.789 4.34 -0.639 0.19 3.21 0.245 -- 1.37 24 21.62 930 15.5 15.6
280.75 0.78 4.44 -1.47 0.193 3.46 -- -3.47 1.15 1.84 22.07 917 15.6 16.1
286.83 0.789 4.33 -0.669 0.174 3.21 -- -- 1.39 2.35 21.6 939 15.2 16
281.94 0.782 4.42 -1.41 -- 3.57 -- -3.3 1.16 -- 21.99 910 15.5 15.9
527.46 1.08 4.19 0.0608 1.25 -- 0.471 -- 1.99 3.71 -- -- -- --
528.12 1.08 4.19 0.0536 1.26 -- -- -- 1.98 3.74 -- -- -- --
287.94 0.79 4.34 -0.666 -- 3.3 -- -- 1.4 -- 21.6 927 15.2 15.8
297.51 0.803 4.32 -- 0.222 3.03 -- -- 1.47 2.05 21.94 926 15.6 15.7
615.47 1.16 4.19 0.106 -- -- -- -- 2.02 -- -- -- -- --
528.2 1.08 4.19 -- 1.26 -- -- -- 1.98 3.74 -- -- -- --
299.08 0.805 4.32 -- -- 3.19 -- -- 1.48 -- 21.83 912 15.4 15.6
615.77 1.16 4.2 -- -- -- -- -- 2.01 -- -- -- -- --

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
1 299.29 temperature 20 720 > th dose dependent rect. 16 17
3 299.88 radiation 1 14400 < th dose dependent rect. 4 1
4 299.90 radiation 1 14400 < th dose dependent rect. 2 3
7 300.92 wind 5 43200 > th dose dependent rect. 9 6
9 301.43 radiation 1 14400 < th dose dependent rect. 18 1
11 301.80 radiation 1 14400 < th dose dependent rect. 18 4
19 302.87 radiation 1 14400 > th dose independent rect. 18 1
30 302.98 wind 5 43200 > th dose independent rect. 9 6
36 303.92 radiation 1 14400 < th dose dependent rect. 18 11
38 304.15 wind 5 43200 > th dose dependent rect. 5 11
39 304.39 temperature 20 4320 > th dose dependent rect. 18 1
40 304.60 radiation 1 14400 < th dose dependent rect. 18 9
44 304.75 wind 5 43200 > th dose independent rect. 5 11
46 304.86 wind 5 43200 > th dose independent rect. 8 8
47 304.87 radiation 1 14400 < th dose independent rect. 18 9
48 304.87 wind 7 43200 < th dose independent rect. 5 10
50 304.92 radiation 1 14400 < th dose independent rect. 18 1
68 305.10 radiation 1 14400 < th dose independent rect. 18 4
75 305.24 wind 5 43200 < th dose independent rect. 9 6
83 305.55 temperature 20 720 > th dose dependent sin 13 NA
134 307.10 wind 7 43200 < th dose independent rect. 24 16
161 307.76 temperature 20 1440 > th dose dependent rect. 6 1
169 307.97 wind 7 43200 > th dose independent rect. 24 16
201 308.37 temperature 25 4320 < th dose independent rect. 5 7
207 308.48 temperature 25 1440 > th dose dependent rect. 11 22
263 309.17 temperature 20 4320 > th dose dependent rect. 21 1
277 309.33 temperature 25 1440 > th dose dependent sin 17 NA
282 309.35 wind 5 43200 > th dose dependent rect. 24 16
300 309.55 temperature 20 4320 > th dose dependent sin 13 NA
303 309.56 temperature 25 1440 > th dose dependent rect. 11 11
307 309.59 temperature 25 1440 > th dose dependent rect. 15 22
342 309.85 radiation 1 1440 < th dose dependent rect. 18 11
349 309.88 temperature 25 4320 > th dose independent rect. 5 7
377 310.04 wind 7 43200 < th dose independent sin 2 NA
402 310.23 temperature 25 1440 > th dose dependent rect. 1 21
452 310.53 temperature 20 4320 > th dose dependent rect. 4 4
454 310.55 temperature 25 1440 > th dose dependent no NA NA
468 310.59 wind 5 43200 > th dose dependent sin 1 NA
470 310.59 temperature 25 1440 > th dose dependent rect. 6 23
579 311.05 wind 7 43200 > th dose independent sin 2 NA
587 311.07 radiation 10 14400 > th dose dependent rect. 17 1
674 311.45 wind 7 43200 > th dose independent rect. 20 20
722 311.69 wind 7 43200 < th dose independent rect. 20 20
963 312.97 radiation 1 1440 < th dose dependent rect. 18 1