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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.

Os09g0464100

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 : 3.86 (0.04) R2 : 0.684
β1 : 3.88 (0.152) R2dD : 0.487 R2D : 0.281
β2 : 1.72 (0.0948) R2dC : 0.223 R2C : 0.197
β3 : -1.5 (0.126) R2dE : 0.0984 R2E : -0.0581
β4 : 3.77 (0.362) R2dD*C : 0.075 R2D*C : 0.0243
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.62 (0.0867) R2dN8 : 0.0487 R2N8 : -0.0359
σ : 0.744
deviance : 255.21
__
_____
C
peak time of C : 23.2
E
wheather : temperature
threshold : 24.6
memory length : 1630
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 = temperature, 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
253.48 0.748 3.86 4.02 1.7 -1.45 3.69 1.07 0.615 23.3 24.9 1569 -- --
255.21 0.744 3.86 3.88 1.72 -1.5 3.77 -- 0.62 23.2 24.6 1630 -- --
311.36 0.822 3.86 3.95 1.68 -1.47 -- 1.41 0.641 23.4 24.6 1599 -- --
312.76 0.824 3.87 3.57 1.68 -1.37 -- -- 0.597 23.5 24.18 1599 -- --
423.22 0.963 3.89 3.19 -- -1.99 -- -2.23 0.512 -- 24.25 1600 -- --
321.45 0.841 3.94 3.27 1.64 -- 3.61 -- 0.371 23.3 -- -- -- --
376.98 0.909 3.94 3.12 1.62 -- -- -- 0.355 23.5 -- -- -- --
410.1 0.947 3.83 3.58 -- -2.3 -- -- 0.708 -- 22.54 1612 -- --
622.01 1.17 4 -- 1.46 -0.83 -- -- 0.089 23 24.18 1599 -- --
542.72 1.09 3.9 3.16 -- -- -- -- 0.373 -- -- -- -- --
633.34 1.18 4.02 -- 1.66 -- -- -- 0.00748 23.6 -- -- -- --
736.47 1.27 3.94 -- -- -1.65 -- -- 0.229 -- 22.54 1612 -- --
806.59 1.33 3.98 -- -- -- -- -- 0.0217 -- -- -- -- --

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
1 245.64 humidity 80.0 43200 > th dose dependent rect. 20 1
4 248.76 temperature 25.0 14400 > th dose dependent rect. 7 1
9 249.54 radiation 30.0 4320 < th dose independent rect. 15 19
18 249.88 temperature 25.0 14400 > th dose independent rect. 20 1
22 250.01 temperature 25.0 14400 < th dose independent rect. 20 1
26 250.17 precipitation 0.1 43200 < th dose independent rect. 16 2
27 250.17 precipitation 0.1 43200 < th dose dependent rect. 16 2
30 250.18 precipitation 0.1 43200 > th dose independent rect. 16 2
39 250.31 temperature 25.0 14400 > th dose independent rect. 19 3
43 250.38 temperature 25.0 14400 < th dose independent rect. 19 5
45 250.40 temperature 25.0 14400 > th dose independent rect. 18 6
46 250.42 humidity 70.0 14400 > th dose independent rect. 19 1
55 250.52 temperature 25.0 14400 < th dose independent rect. 17 8
71 250.78 humidity 70.0 43200 > th dose dependent rect. 18 1
74 250.79 temperature 25.0 14400 > th dose dependent rect. 20 16
82 250.87 radiation 10.0 14400 < th dose independent rect. 15 16
87 250.95 humidity 70.0 14400 > th dose independent rect. 19 12
99 251.01 temperature 25.0 14400 > th dose dependent sin 7 NA
108 251.08 radiation 30.0 4320 > th dose independent rect. 15 19
111 251.11 temperature 25.0 14400 > th dose dependent rect. 15 20
118 251.15 radiation 20.0 4320 > th dose dependent rect. 15 19
128 251.19 humidity 90.0 43200 < th dose independent rect. 21 1
134 251.21 precipitation 0.1 43200 > th dose dependent rect. 14 4
136 251.22 temperature 25.0 1440 > th dose dependent rect. 9 6
154 251.30 temperature 25.0 1440 > th dose dependent rect. 10 4
170 251.40 humidity 70.0 14400 > th dose independent rect. 19 4
177 251.43 temperature 25.0 14400 > th dose independent rect. 6 2
191 251.50 humidity 70.0 14400 > th dose independent rect. 19 10
212 251.59 humidity 70.0 14400 > th dose independent rect. 19 7
228 251.65 temperature 25.0 14400 > th dose dependent rect. 6 18
231 251.66 radiation 10.0 14400 < th dose independent sin 13 NA
246 251.71 humidity 90.0 43200 > th dose independent rect. 21 1
259 251.75 temperature 25.0 14400 < th dose independent rect. 16 16
273 251.78 temperature 25.0 14400 < th dose independent rect. 6 2
291 251.82 temperature 25.0 14400 < th dose independent sin 13 NA
294 251.84 temperature 25.0 14400 > th dose dependent no NA NA
352 252.02 temperature 25.0 14400 > th dose dependent rect. 15 9
377 252.09 temperature 25.0 14400 > th dose independent rect. 17 15
409 252.18 temperature 25.0 14400 > th dose independent sin 13 NA
410 252.18 temperature 25.0 14400 < th dose independent rect. 23 1
413 252.18 temperature 25.0 14400 > th dose dependent sin 13 NA
515 252.41 radiation 10.0 14400 < th dose independent rect. 15 5
570 252.53 temperature 25.0 1440 > th dose dependent rect. 11 1
599 252.61 temperature 25.0 1440 > th dose dependent rect. 5 10
620 252.66 temperature 25.0 1440 > th dose dependent rect. 1 14
629 252.68 temperature 25.0 14400 > th dose dependent rect. 20 1
633 252.68 temperature 25.0 1440 > th dose dependent rect. 23 16
636 252.69 radiation 10.0 14400 < th dose independent rect. 13 6
642 252.69 radiation 10.0 14400 < th dose independent rect. 13 13
687 252.78 radiation 30.0 4320 < th dose independent rect. 7 3
706 252.84 radiation 30.0 4320 < th dose independent rect. 18 16
710 252.85 radiation 30.0 4320 < th dose independent rect. 4 6
720 252.87 radiation 30.0 4320 < th dose independent rect. 1 9
728 252.89 humidity 60.0 43200 > th dose independent rect. 15 1
752 252.94 radiation 30.0 4320 < th dose independent rect. 22 12
753 252.94 temperature 25.0 1440 > th dose dependent sin 2 NA
769 252.99 temperature 25.0 14400 > th dose independent rect. 23 1
809 253.17 wind 1.0 14400 < th dose dependent rect. 4 1
904 253.50 radiation 30.0 4320 < th dose independent sin 12 NA
948 253.65 humidity 90.0 43200 < th dose independent rect. 17 5
972 253.70 temperature 25.0 1440 > th dose dependent rect. 9 15