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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.

Os02g0320300

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.73 (0.0449) R2 : 0.284
β1 : -1.11 (0.166) R2dD : 0.0752 R2D : -0.0247
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.74 (0.158) R2dE : 0.199 R2E : 0.0951
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.807 (0.0969) R2dN8 : 0.149 R2N8 : 0.041
σ : 0.838
deviance : 323.81
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 24.27
memory length : 258
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
315.72 0.835 4.73 -1.11 0.465 2 0.134 0.219 -0.782 23.8 24.86 114 -- --
315.74 0.828 4.74 -1.14 0.465 2.02 0.114 -- -0.787 23.7 24.89 113 -- --
315.79 0.828 4.73 -1.12 0.463 1.99 -- 0.135 -0.783 23.6 24.88 113 -- --
315.79 0.828 4.74 -1.14 0.463 2.01 -- -- -0.785 23.6 24.91 113 -- --
323.19 0.837 4.73 -1.05 -- 1.72 -- 0.755 -0.805 -- 24.22 263 -- --
380.84 0.915 4.71 -0.811 0.751 -- -0.00203 -- -0.621 18.1 -- -- -- --
380.84 0.914 4.71 -0.811 0.751 -- -- -- -0.621 18.1 -- -- -- --
323.81 0.838 4.73 -1.11 -- 1.74 -- -- -0.807 -- 24.27 258 -- --
348.54 0.87 4.69 -- 0.399 1.77 -- -- -0.61 22.8 25.27 113 -- --
410.08 0.946 4.69 -0.833 -- -- -- -- -0.638 -- -- -- -- --
398.19 0.933 4.69 -- 0.763 -- -- -- -0.531 18 -- -- -- --
355.56 0.878 4.7 -- -- 1.59 -- -- -0.65 -- 24.6 255 -- --
428.38 0.966 4.67 -- -- -- -- -- -0.546 -- -- -- -- --

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
1 308.86 temperature 25 270 > th dose dependent rect. 17 22
2 309.43 temperature 25 720 > th dose dependent rect. 10 1
4 310.67 temperature 25 30 > th dose dependent rect. 8 22
5 310.73 temperature 25 30 > th dose dependent rect. 8 20
8 310.80 temperature 25 30 > th dose dependent rect. 8 14
24 311.87 temperature 10 270 > th dose dependent sin 0 NA
26 311.92 temperature 25 10 > th dose dependent rect. 10 18
30 312.01 temperature 25 720 > th dose dependent rect. 9 4
35 312.15 temperature 25 10 > th dose dependent rect. 10 12
40 312.19 temperature 30 90 < th dose dependent sin 22 NA
43 312.26 temperature 10 90 > th dose dependent sin 22 NA
56 312.55 temperature 25 10 > th dose dependent rect. 8 12
67 312.92 temperature 30 720 < th dose dependent rect. 7 6
70 313.18 temperature 15 720 > th dose dependent rect. 6 9
97 314.08 temperature 10 10 > th dose dependent sin 21 NA
100 314.13 temperature 25 10 > th dose dependent rect. 10 10
107 314.23 temperature 30 720 < th dose dependent rect. 9 2
152 314.92 temperature 30 90 < th dose dependent rect. 9 14
158 314.99 temperature 25 90 > th dose dependent rect. 23 23
181 315.52 temperature 30 270 < th dose dependent rect. 8 11
204 315.86 temperature 25 720 > th dose independent rect. 8 3
246 316.40 temperature 25 90 > th dose dependent no NA NA
249 316.41 temperature 25 720 > th dose dependent rect. 24 14
264 316.53 temperature 25 90 > th dose dependent rect. 3 23
268 316.57 temperature 25 720 > th dose independent rect. 8 1
287 316.74 temperature 25 90 > th dose dependent rect. 21 23
461 318.33 temperature 25 720 < th dose independent rect. 8 3
487 318.59 temperature 30 720 < th dose independent rect. 7 8
704 320.50 temperature 10 30 > th dose dependent rect. 23 23
734 320.69 temperature 30 720 > th dose independent rect. 10 4
749 320.75 temperature 30 720 < th dose independent rect. 23 16
805 321.23 temperature 30 720 > th dose independent rect. 9 6
879 321.53 temperature 30 720 > th dose independent sin 4 NA
949 322.06 temperature 30 720 < th dose independent sin 1 NA