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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.

Os03g0307900

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 : 4.83 (0.0405) R2 : 0.621
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.43 (0.113) R2dC : 0.155 R2C : 0.31
β3 : 2.88 (0.161) R2dE : 0.325 R2E : 0.445
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.328 (0.0877) R2dN8 : 0.0161 R2N8 : -0.016
σ : 0.756
deviance : 263.56
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_____
C
peak time of C : 18.5
E
wheather : temperature
threshold : 20.92
memory length : 109
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
260.72 0.759 4.8 0.459 1.48 2.73 -0.481 1.43 -0.223 18.4 20.56 109 -- --
262.55 0.755 4.81 0.278 1.46 2.82 -0.45 -- -0.259 18.4 20.92 112 -- --
261.24 0.753 4.8 0.427 1.47 2.73 -- 1.22 -0.236 18.4 20.6 108 -- --
262.42 0.754 4.82 0.234 1.46 2.8 -- -- -0.288 18.4 20.98 108 -- --
327.59 0.843 4.83 -0.0411 -- 3.66 -- -0.779 -0.428 -- 22.65 252 -- --
390.17 0.926 4.73 0.831 2.35 -- 0.554 -- 0.175 17.2 -- -- -- --
390.94 0.926 4.73 0.831 2.35 -- -- -- 0.178 17.2 -- -- -- --
327.96 0.843 4.81 0.0569 -- 3.58 -- -- -0.386 -- 22.63 252 -- --
263.56 0.756 4.83 -- 1.43 2.88 -- -- -0.328 18.5 20.92 109 -- --
680.54 1.22 4.7 0.748 -- -- -- -- 0.118 -- -- -- -- --
409.13 0.946 4.75 -- 2.34 -- -- -- 0.0851 17.2 -- -- -- --
328.04 0.844 4.82 -- -- 3.6 -- -- -0.395 -- 22.61 252 -- --
695.3 1.23 4.72 -- -- -- -- -- 0.0353 -- -- -- -- --

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
1 254.25 temperature 20 30 > th dose dependent rect. 23 23
3 257.75 temperature 20 30 > th dose dependent rect. 23 21
5 257.91 temperature 20 270 > th dose dependent rect. 17 23
6 258.45 temperature 30 270 < th dose dependent rect. 24 22
10 259.37 temperature 20 90 > th dose dependent rect. 21 23
19 260.52 temperature 20 90 > th dose dependent rect. 7 23
24 261.50 temperature 20 90 > th dose dependent no NA NA
33 262.86 temperature 10 270 > th dose dependent rect. 4 23
37 263.23 temperature 20 90 > th dose dependent rect. 3 23
54 265.39 temperature 20 10 > th dose dependent rect. 8 23
60 266.00 temperature 20 90 > th dose dependent rect. 1 23
78 267.01 temperature 20 720 > th dose dependent rect. 21 18
101 268.49 temperature 20 270 > th dose dependent sin 4 NA
158 271.37 temperature 30 270 < th dose dependent no NA NA
180 273.00 temperature 30 270 < th dose dependent rect. 13 23
196 273.37 temperature 30 270 < th dose dependent rect. 15 23
253 275.56 temperature 30 30 < th dose dependent rect. 9 23
263 275.99 temperature 30 270 < th dose dependent rect. 9 23
368 279.06 temperature 30 30 < th dose dependent rect. 17 23
371 279.10 temperature 20 10 > th dose dependent rect. 3 17
382 279.38 temperature 30 10 < th dose dependent rect. 1 23
386 279.42 temperature 20 270 > th dose dependent rect. 11 23
399 279.60 temperature 30 30 < th dose dependent rect. 11 23
413 279.86 temperature 20 10 > th dose dependent rect. 13 23
483 281.21 temperature 20 10 > th dose dependent rect. 15 23
529 282.12 temperature 30 270 < th dose dependent sin 2 NA
531 282.13 temperature 20 10 > th dose dependent rect. 17 23
563 282.78 temperature 10 720 > th dose dependent rect. 12 23
564 282.80 temperature 30 90 < th dose dependent sin 23 NA
605 283.29 temperature 30 1440 < th dose dependent rect. 18 1
643 283.80 temperature 10 720 > th dose dependent rect. 21 14
753 284.65 temperature 20 4320 > th dose dependent rect. 24 1
782 284.81 temperature 20 1440 > th dose dependent rect. 18 3
830 285.14 temperature 30 90 < th dose dependent rect. 5 18
863 285.37 temperature 20 10 > th dose dependent rect. 8 12
931 285.82 temperature 20 1440 > th dose dependent rect. 17 9
961 286.04 temperature 20 10 > th dose dependent rect. 11 23