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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.

Os10g0452700

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

Description : Eggshell protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.13 (0.0232) R2 : 0.000456
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0223 (0.0489) R2dN8 : 0.000589 R2N8 : 0.000456
σ : 0.437
deviance : 87.79
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
69.33 0.388 -1310 8030 0.0965 -330000 -0.0704 2010000 0.0475 5.78 995 90 -- --
83.52 0.429 3.12 0.115 0.0619 1.81 -0.189 -- 0.0397 5.64 995 90 -- --
69.34 0.388 -1310 8030 0.0963 -330000 -- 2010000 0.0478 5.84 995 90 -- --
59.94 0.361 3.13 0.0627 0.0142 5.08 -- -- 0.0329 11.2 994.5 224 -- --
69.81 0.389 -1310 8030 -- -330000 -- 2010000 0.0498 -- 995 90 -- --
87.1 0.438 3.12 0.129 0.0395 -- -0.265 -- 0.0346 5.55 -- -- -- --
87.27 0.437 3.12 0.128 0.0394 -- -- -- 0.0358 6.51 -- -- -- --
59.87 0.36 3.12 0.101 -- 5.25 -- -- 0.0483 -- 994.5 218 -- --
59.69 0.36 3.12 -- 0.0942 5.31 -- -- 0.0353 6.22 994.6 211 -- --
87.35 0.437 3.12 0.129 -- -- -- -- 0.0366 -- -- -- -- --
87.7 0.438 3.13 -- 0.0411 -- -- -- 0.0215 6.33 -- -- -- --
60.14 0.361 3.12 -- -- 5.26 -- -- 0.0371 -- 994.5 214 -- --
87.79 0.437 3.13 -- -- -- -- -- 0.0223 -- -- -- -- --

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 59.23 temperature 30 10 > th dose independent rect. 17 1
2 59.34 atmosphere 995 30 > th dose independent sin 8 NA
4 59.38 atmosphere 995 90 < th dose dependent sin 9 NA
5 59.38 atmosphere 995 30 < th dose dependent rect. 16 2
30 59.40 atmosphere 995 30 < th dose independent sin 8 NA
33 59.42 atmosphere 1000 10 < th dose independent rect. 17 1
371 59.68 humidity 70 30 < th dose independent rect. 18 1
468 60.19 temperature 30 90 > th dose dependent rect. 16 1
487 60.43 temperature 30 90 > th dose dependent rect. 16 17
510 61.05 radiation 10 90 > th dose dependent rect. 17 1
545 61.93 radiation 10 90 > th dose independent rect. 17 1
633 65.65 atmosphere 995 10 > th dose independent rect. 3 23
771 67.90 humidity 70 30 < th dose dependent rect. 18 1
772 67.95 temperature 30 10 > th dose independent sin 11 NA
798 69.00 temperature 30 10 < th dose independent sin 11 NA
804 69.35 atmosphere 995 90 < th dose dependent no NA NA