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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.

Os07g0230500

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

Description : Excinuclease ABC, C subunit, N-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.9 (0.0319) R2 : 0.31
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.46 (0.102) R2dE : 0.358 R2E : 0.26
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.332 (0.071) R2dN8 : 0.0496 R2N8 : -0.0481
σ : 0.589
deviance : 159.86
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C
peak time of C : --
E
wheather : temperature
threshold : 20.77
memory length : 6804
response mode : < th
dose dependency : dose independent
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 independent, 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
149.57 0.575 3.78 0.276 0.301 -2.14 0.776 -2.39 -0.214 4.96 19.7 6732 -- --
153.48 0.577 3.88 0.109 0.289 -1.42 0.678 -- -0.312 5.48 20.76 6588 -- --
150.74 0.572 3.77 0.3 0.307 -2.14 -- -2.47 -0.189 5.46 19.55 6769 -- --
154.57 0.579 3.88 0.146 0.313 -1.39 -- -- -0.297 5.43 20.73 6669 -- --
155.55 0.581 3.77 0.267 -- -2.28 -- -2.72 -0.209 -- 19.59 6825 -- --
190.17 0.646 3.78 1.13 0.323 -- 0.761 -- 0.163 4.48 -- -- -- --
191.66 0.648 3.78 1.12 0.332 -- -- -- 0.159 4.87 -- -- -- --
159.56 0.588 3.88 0.145 -- -1.38 -- -- -0.291 -- 20.8 6801 -- --
154.9 0.58 3.89 -- 0.313 -1.47 -- -- -0.335 5.49 20.73 6674 -- --
197.49 0.657 3.78 1.14 -- -- -- -- 0.168 -- -- -- -- --
224.91 0.702 3.81 -- 0.353 -- -- -- 0.0339 4.78 -- -- -- --
159.86 0.589 3.9 -- -- -1.46 -- -- -0.332 -- 20.77 6804 -- --
231.5 0.71 3.81 -- -- -- -- -- 0.0416 -- -- -- -- --

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
1 152.06 temperature 20 4320 < th dose independent rect. 4 1
2 152.21 temperature 20 4320 > th dose independent rect. 4 1
3 153.12 humidity 70 43200 > th dose independent rect. 1 8
6 153.40 temperature 25 4320 < th dose dependent rect. 5 1
7 153.41 temperature 10 4320 > th dose dependent rect. 5 1
8 153.41 temperature 25 4320 < th dose dependent rect. 4 3
17 153.53 humidity 70 43200 < th dose independent rect. 1 8
86 154.50 radiation 1 14400 > th dose independent rect. 9 1
114 154.72 temperature 20 14400 < th dose dependent rect. 24 10
123 154.77 temperature 20 14400 < th dose dependent rect. 24 15
168 154.93 temperature 25 14400 > th dose independent rect. 10 1
171 154.95 temperature 25 14400 < th dose independent rect. 10 1
192 155.01 temperature 20 14400 < th dose dependent sin 7 NA
218 155.10 temperature 25 14400 > th dose independent rect. 8 4
221 155.11 temperature 25 14400 < th dose independent rect. 8 4
242 155.23 radiation 1 14400 < th dose independent rect. 9 1
261 155.30 temperature 20 14400 < th dose dependent rect. 12 19
340 155.57 temperature 25 14400 > th dose dependent rect. 14 1
369 155.66 temperature 30 14400 < th dose independent rect. 14 1
498 155.96 humidity 70 43200 > th dose independent rect. 7 2
514 156.00 temperature 20 14400 < th dose dependent no NA NA
529 156.02 humidity 70 43200 < th dose independent rect. 7 2
594 156.22 temperature 30 14400 > th dose independent rect. 14 1
766 156.72 temperature 25 14400 > th dose independent sin 2 NA
773 156.73 temperature 25 14400 > th dose independent rect. 8 13
813 156.82 temperature 25 14400 < th dose independent sin 2 NA
832 156.86 temperature 25 14400 < th dose independent rect. 8 14