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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.

Os02g0240500

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

Description : Similar to Class III peroxidase GvPx2b (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.97 (0.0323) R2 : 0.681
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.71 (0.0782) R2dC : 0.337 R2C : 0.32
β3 : -2.35 (0.15) R2dE : 0.183 R2E : 0.243
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.763 (0.0695) R2dN8 : 0.116 R2N8 : 0.149
σ : 0.602
deviance : 167.18
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_____
C
peak time of C : 9.92
E
wheather : temperature
threshold : 14.75
memory length : 232
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
162.75 0.599 5.94 0.396 1.71 -2.34 0.674 1.11 -0.678 9.94 15.92 233 -- --
163.58 0.596 5.96 0.246 1.74 -2.46 0.741 -- -0.725 9.97 14.54 219 -- --
164.43 0.597 5.94 0.455 1.71 -2.33 -- 1.28 -0.662 10 16.39 232 -- --
165.59 0.599 5.97 0.261 1.72 -2.47 -- -- -0.716 9.99 14.7 232 -- --
262.78 0.755 5.93 0.883 -- -3.37 -- 1.9 -0.466 -- 9.467 614 -- --
225.73 0.704 6.03 -0.315 1.92 -- 1.27 -- -1.07 8.49 -- -- -- --
230.81 0.711 6.03 -0.274 1.92 -- -- -- -1.07 8.55 -- -- -- --
261.96 0.754 5.97 0.509 -- -3.11 -- -- -0.56 -- 16.3 611 -- --
167.18 0.602 5.97 -- 1.71 -2.35 -- -- -0.763 9.92 14.75 232 -- --
436.81 0.977 6.09 -0.267 -- -- -- -- -1.05 -- -- -- -- --
232.79 0.714 6.03 -- 1.92 -- -- -- -1.04 8.56 -- -- -- --
268.17 0.763 5.99 -- -- -2.9 -- -- -0.638 -- 16.56 608 -- --
438.69 0.978 6.08 -- -- -- -- -- -1.02 -- -- -- -- --

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
1 153.52 temperature 15 270 > th dose dependent rect. 17 23
10 157.32 temperature 30 270 < th dose dependent rect. 24 23
13 157.92 temperature 10 270 > th dose dependent sin 7 NA
37 160.55 temperature 25 720 < th dose dependent rect. 17 18
40 160.84 temperature 25 1440 < th dose dependent rect. 2 3
45 160.92 temperature 15 1440 > th dose dependent rect. 1 4
48 161.05 temperature 10 270 > th dose dependent rect. 4 23
86 161.69 temperature 15 720 > th dose dependent sin 10 NA
92 161.73 temperature 30 270 < th dose dependent rect. 14 23
131 162.17 temperature 25 720 < th dose dependent sin 10 NA
138 162.23 temperature 15 720 > th dose dependent rect. 19 18
144 162.28 temperature 15 720 > th dose dependent rect. 19 15
158 162.44 temperature 25 1440 < th dose dependent rect. 21 8
188 162.77 temperature 25 1440 < th dose dependent rect. 17 12
191 162.81 temperature 20 270 > th dose dependent rect. 22 16
192 162.81 temperature 15 720 > th dose dependent rect. 17 17
228 163.06 temperature 15 270 > th dose dependent no NA NA
249 163.18 temperature 30 270 < th dose dependent no NA NA
358 163.80 temperature 30 30 < th dose dependent rect. 3 23
419 164.09 wind 9 43200 > th dose dependent rect. 18 12
547 164.82 temperature 15 90 > th dose dependent rect. 1 23
586 165.03 temperature 20 1440 < th dose independent rect. 5 1
618 165.21 temperature 25 720 < th dose dependent rect. 6 23
634 165.28 temperature 25 720 < th dose dependent rect. 3 23
672 165.46 temperature 15 270 > th dose dependent rect. 8 23
741 165.71 temperature 25 1440 < th dose dependent rect. 21 1
825 166.01 wind 9 43200 > th dose dependent rect. 18 7
911 166.36 temperature 30 270 < th dose dependent sin 4 NA