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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.

Os04g0600500

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

Description : Disease resistance/zinc finger/chromosome condensation-like region domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.65 (0.0374) R2 : 0.382
β1 : -0.91 (0.143) R2dD : 0.0623 R2D : -0.00313
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.47 (0.112) R2dE : 0.258 R2E : 0.183
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.618 (0.0803) R2dN8 : 0.109 R2N8 : 0.131
σ : 0.699
deviance : 225.01
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 26.07
memory length : 5758
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
205.49 0.674 4.62 -0.613 0.539 1.62 -1.78 1.96 0.46 6.27 19.92 5964 -- --
203.79 0.665 4.65 -0.908 0.613 1.44 -1.42 -- 0.539 6.28 25.66 6067 -- --
212.17 0.678 4.6 -0.585 0.583 1.71 -- 2.41 0.463 7.03 18.66 6230 -- --
211.09 0.677 4.65 -0.936 0.594 1.42 -- -- 0.536 6.74 25.6 6075 -- --
226.69 0.701 4.6 -0.536 -- 1.78 -- 2.69 0.513 -- 18.16 5751 -- --
287.5 0.795 4.61 -0.365 0.556 -- -1.76 -- 0.728 6.18 -- -- -- --
294.89 0.804 4.61 -0.382 0.55 -- -- -- 0.735 6.62 -- -- -- --
225.01 0.699 4.65 -0.91 -- 1.47 -- -- 0.618 -- 26.07 5758 -- --
233.05 0.711 4.65 -- 0.476 1.38 -- -- 0.692 6.64 26.76 5869 -- --
310.69 0.824 4.62 -0.369 -- -- -- -- 0.746 -- -- -- -- --
298.74 0.809 4.6 -- 0.546 -- -- -- 0.777 6.66 -- -- -- --
242.63 0.725 4.6 -- -- 1.19 -- -- 0.848 -- 28 5731 -- --
314.27 0.827 4.61 -- -- -- -- -- 0.787 -- -- -- -- --

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
1 194.60 temperature 15 270 > th dose dependent rect. 2 20
3 196.66 temperature 15 270 > th dose dependent rect. 3 18
14 198.78 temperature 20 720 > th dose dependent rect. 21 18
22 200.04 temperature 20 4320 > th dose dependent rect. 3 5
37 200.90 temperature 20 720 > th dose dependent rect. 2 13
41 201.04 temperature 20 1440 > th dose dependent rect. 6 1
99 202.83 temperature 20 720 > th dose dependent sin 5 NA
167 204.59 temperature 20 4320 > th dose dependent sin 8 NA
193 205.04 temperature 10 4320 > th dose dependent rect. 4 5
205 205.15 temperature 25 4320 < th dose independent rect. 6 3
210 205.19 temperature 30 4320 < th dose dependent rect. 3 7
212 205.20 temperature 30 4320 < th dose dependent rect. 4 5
228 205.30 temperature 10 4320 > th dose dependent rect. 6 2
247 205.48 temperature 25 4320 > th dose independent rect. 6 3
249 205.49 temperature 30 4320 < th dose dependent rect. 6 2
345 206.48 temperature 20 43200 > th dose independent rect. 21 1
364 206.67 temperature 20 43200 < th dose independent rect. 21 1
380 206.78 wind 5 43200 > th dose dependent rect. 11 1
412 207.00 temperature 15 10 > th dose dependent rect. 4 16
471 207.33 temperature 30 270 < th dose dependent rect. 7 20
512 207.54 temperature 20 43200 < th dose independent rect. 1 1
529 207.60 temperature 20 43200 < th dose independent rect. 21 5
542 207.65 temperature 30 270 < th dose independent rect. 7 20
651 208.07 temperature 30 4320 < th dose dependent sin 8 NA
749 208.43 temperature 20 43200 > th dose independent rect. 1 1
840 208.79 humidity 90 43200 > th dose independent rect. 10 1
883 208.91 radiation 1 43200 < th dose dependent rect. 6 1
984 209.17 temperature 20 43200 < th dose dependent rect. 3 1
989 209.18 temperature 20 1440 > th dose dependent rect. 18 3
994 209.19 temperature 20 1440 > th dose dependent rect. 19 1