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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.

Os06g0490400

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

Description : Similar to Peroxidase (EC 1.11.1.7).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.94 (0.024) R2 : 0.225
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 5.19 (0.453) R2dE : 0.223 R2E : 0.221
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0681 (0.0505) R2dN8 : 0.004 R2N8 : 0.00178
σ : 0.452
deviance : 93.47
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 994.8
memory length : 19
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 = atmosphere, 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
99.21 0.464 3100 -18900 0.0453 905000 0.356 -5530000 0.0544 4.17 995 10 -- --
92.45 0.451 2.94 -0.148 0.0345 5.25 0.335 -- 0.0524 3.61 994.8 10 -- --
99.51 0.465 3100 -18900 0.0592 905000 -- -5530000 0.0525 6.33 995 10 -- --
92.75 0.451 2.94 -0.153 0.0472 5.23 -- -- 0.0503 5.95 994.8 19 -- --
99.69 0.465 3100 -18900 -- 905000 -- -5530000 0.0534 -- 995 10 -- --
119.72 0.513 2.95 -0.117 0.0174 -- -0.194 -- 0.0412 13.4 -- -- -- --
119.87 0.513 2.95 -0.124 0.0187 -- -- -- 0.04 11.8 -- -- -- --
92.87 0.451 2.95 -0.152 -- 5.21 -- -- 0.0513 -- 994.8 19 -- --
93.37 0.453 2.94 -- 0.0448 5.21 -- -- 0.0673 6.13 994.8 19 -- --
119.9 0.512 2.95 -0.125 -- -- -- -- 0.0398 -- -- -- -- --
120.28 0.513 2.94 -- 0.0203 -- -- -- 0.0538 12.1 -- -- -- --
93.47 0.452 2.94 -- -- 5.19 -- -- 0.0681 -- 994.8 19 -- --
120.3 0.512 2.94 -- -- -- -- -- 0.0536 -- -- -- -- --

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 92.41 atmosphere 995 10 > th dose independent sin 6 NA
3 92.52 atmosphere 995 10 < th dose independent sin 6 NA
4 92.52 atmosphere 995 90 < th dose independent rect. 14 1
5 92.52 atmosphere 995 10 < th dose independent rect. 15 1
131 92.52 atmosphere 995 10 < th dose dependent sin 6 NA
133 92.52 atmosphere 995 90 < th dose dependent rect. 14 1
134 92.52 atmosphere 995 10 < th dose dependent rect. 15 1
309 95.01 temperature 30 30 > th dose dependent rect. 16 1
485 99.29 atmosphere 995 10 < th dose dependent no NA NA
698 99.53 temperature 30 10 > th dose dependent sin 12 NA
699 99.56 atmosphere 1000 10 < th dose independent rect. 1 1
706 99.56 atmosphere 1000 10 < th dose dependent rect. 1 1
792 103.75 atmosphere 995 30 > th dose independent rect. 21 23
822 104.40 temperature 30 30 > th dose independent rect. 16 1