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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.

Os07g0186500

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

Description : Disease resistance protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.88 (0.0281) R2 : 0.41
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.32 (0.139) R2dE : 0.389 R2E : 0.406
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0875 (0.061) R2dN8 : 0.00372 R2N8 : 0.0214
σ : 0.523
deviance : 126.15
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.68
memory length : 859
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
113.7 0.501 5.87 0.532 0.373 -1.92 0.461 0.129 0.172 20.5 23 1066 -- --
113.53 0.496 5.87 0.537 0.383 -2 0.442 -- 0.182 20.5 22.68 1088 -- --
114.18 0.498 5.87 0.526 0.385 -1.94 -- 0.094 0.188 20.3 22.78 1087 -- --
114.12 0.498 5.87 0.521 0.388 -2.01 -- -- 0.182 20.3 22.68 1096 -- --
120.16 0.511 5.85 0.578 -- -1.88 -- 0.154 0.209 -- 23 845 -- --
158.61 0.59 5.8 1.09 0.477 -- 0.415 -- 0.489 21.5 -- -- -- --
159.24 0.591 5.8 1.07 0.476 -- -- -- 0.489 21.4 -- -- -- --
119.72 0.51 5.86 0.534 -- -2.02 -- -- 0.172 -- 22.85 816 -- --
119.98 0.51 5.88 -- 0.41 -2.39 -- -- 0.102 20.4 22.35 1177 -- --
172.53 0.614 5.79 1.07 -- -- -- -- 0.487 -- -- -- -- --
189.49 0.644 5.83 -- 0.477 -- -- -- 0.37 21.6 -- -- -- --
126.15 0.523 5.88 -- -- -2.32 -- -- 0.0875 -- 22.68 859 -- --
202.97 0.665 5.81 -- -- -- -- -- 0.368 -- -- -- -- --

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
1 116.86 temperature 25 720 < th dose dependent rect. 5 23
2 116.93 temperature 25 720 < th dose dependent rect. 12 23
7 117.11 temperature 25 1440 < th dose dependent rect. 10 17
9 117.13 temperature 25 1440 < th dose dependent rect. 12 14
20 117.17 temperature 25 720 < th dose dependent rect. 8 23
26 117.20 temperature 25 720 < th dose dependent rect. 1 23
27 117.21 temperature 25 720 < th dose dependent no NA NA
32 117.22 temperature 25 720 < th dose dependent rect. 16 23
59 117.37 temperature 25 1440 < th dose dependent sin 17 NA
72 117.40 temperature 25 720 < th dose dependent rect. 21 23
101 117.49 temperature 20 1440 < th dose independent rect. 4 10
184 117.77 temperature 20 1440 > th dose independent rect. 4 10
207 117.90 temperature 20 1440 < th dose independent rect. 3 20
221 117.97 temperature 20 1440 > th dose independent rect. 3 20
263 118.17 temperature 25 1440 < th dose dependent sin 2 NA
422 119.05 temperature 20 1440 > th dose independent sin 2 NA
427 119.06 temperature 20 1440 < th dose independent sin 2 NA
663 119.89 temperature 25 1440 < th dose dependent rect. 21 2
714 120.04 temperature 20 1440 < th dose independent rect. 17 22
749 120.12 temperature 20 1440 < th dose independent no NA NA
750 120.12 temperature 20 1440 > th dose independent rect. 17 22
751 120.12 temperature 20 1440 > th dose independent rect. 15 23
770 120.16 temperature 20 1440 > th dose independent no NA NA
823 120.28 temperature 20 1440 < th dose independent rect. 9 23
839 120.31 temperature 20 1440 > th dose independent rect. 10 23
878 120.41 temperature 20 1440 > th dose independent rect. 12 23
887 120.43 temperature 20 1440 < th dose independent rect. 7 23
923 120.49 temperature 20 1440 > th dose independent rect. 7 23
996 120.65 temperature 25 1440 < th dose dependent rect. 5 6