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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.

Os02g0733900

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 : 5.58 (0.0552) R2 : 0.581
β1 : -3.91 (0.206) R2dD : 0.364 R2D : 0.37
β2 : 0.799 (0.14) R2dC : 0.0307 R2C : 0.00238
β3 : 2.71 (0.272) R2dE : 0.107 R2E : 0.171
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.796 (0.123) R2dN8 : 0.0559 R2N8 : 0.0329
σ : 1.02
deviance : 480.7
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_____
C
peak time of C : 15.3
E
wheather : temperature
threshold : 26.35
memory length : 254
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 23.3
open length of G : --

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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 = sin)

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
477.13 1.03 5.6 -4.08 0.711 3.02 0.354 1.7 -0.82 15.2 25.89 257 22.9 --
480.59 1.02 5.58 -3.89 0.745 2.71 0.225 -- -0.779 15.1 26.05 257 23.3 --
477.52 1.02 5.6 -4.07 0.72 2.99 -- 1.66 -0.818 15.2 25.92 257 22.9 --
480.7 1.02 5.58 -3.91 0.799 2.71 -- -- -0.796 15.3 26.35 254 23.3 --
493.14 1.03 5.61 -4.14 -- 3.5 -- 2.74 -0.854 -- 24.55 371 22.5 --
554.76 1.1 5.65 -4.37 0.831 -- -0.0931 -- -1.17 11.3 -- -- -- --
554.8 1.1 5.65 -4.37 0.831 -- -- -- -1.17 11.3 -- -- -- --
500.13 1.04 5.58 -3.91 -- 2.92 -- -- -0.805 -- 25.03 366 22.9 --
597.87 1.14 5.42 -- 0.565 3.38 -- -- 0.208 9.39 46.15 47081 1.28 --
598.03 1.14 5.67 -4.39 -- -- -- -- -1.18 -- -- -- -- --
1059.05 1.52 5.54 -- 0.878 -- -- -- -0.684 11.6 -- -- -- --
606.83 1.15 5.34 -- -- 3.41 -- -- 0.253 -- 82.13 46931 2.03 --
1107.56 1.55 5.56 -- -- -- -- -- -0.692 -- -- -- -- --

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
1 474.56 temperature 25 270 < th dose dependent rect. 1 11
13 479.11 temperature 25 270 < th dose dependent sin 5 NA
29 481.17 temperature 15 270 > th dose dependent rect. 24 13
69 485.60 temperature 30 90 < th dose dependent rect. 5 7
72 485.79 temperature 30 10 < th dose dependent rect. 6 7
74 485.86 temperature 15 90 > th dose dependent sin 5 NA
78 486.23 temperature 30 10 < th dose dependent sin 3 NA
82 486.55 temperature 25 10 < th dose independent rect. 6 7
97 487.24 temperature 20 10 > th dose dependent rect. 2 14
107 488.32 temperature 15 10 > th dose dependent sin 4 NA
130 489.18 temperature 25 90 < th dose independent rect. 6 6
138 489.67 temperature 20 10 > th dose dependent rect. 24 16
156 490.45 temperature 25 270 > th dose independent rect. 7 6
310 495.98 temperature 25 10 > th dose independent rect. 8 8
340 496.71 temperature 25 270 < th dose independent rect. 3 9
359 497.55 temperature 20 720 > th dose independent rect. 24 5
376 498.10 temperature 25 270 < th dose dependent rect. 7 2
441 500.04 temperature 20 720 > th dose independent rect. 2 3
444 500.09 temperature 20 10 > th dose dependent rect. 20 20
468 500.56 temperature 10 720 > th dose dependent rect. 23 7
499 501.21 temperature 20 720 < th dose independent rect. 3 1
511 501.50 temperature 20 720 < th dose independent rect. 1 3
550 502.23 temperature 25 270 > th dose independent rect. 23 14
554 502.26 temperature 25 10 > th dose independent rect. 4 12
569 502.52 temperature 25 10 < th dose independent rect. 6 12
584 502.81 temperature 25 720 < th dose dependent rect. 23 5
670 504.37 temperature 30 10 < th dose dependent rect. 24 13
717 505.30 temperature 20 270 > th dose dependent rect. 7 6
774 506.22 temperature 20 10 > th dose dependent rect. 8 8
853 507.32 temperature 25 270 < th dose independent rect. 23 13
935 508.19 wind 7 30 < th dose dependent rect. 20 20
957 508.37 temperature 25 10 < th dose independent sin 1 NA
958 508.38 temperature 25 720 < th dose dependent rect. 3 1