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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.

Os10g0411100

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

Description : Protein of unknown function DUF620 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.27 (0.0341) R2 : 0.366
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.13 (0.0963) R2dE : 0.23 R2E : 0.303
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.414 (0.0772) R2dN8 : 0.0624 R2N8 : 0.136
σ : 0.627
deviance : 181.13
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C
peak time of C : --
E
wheather : temperature
threshold : 22.52
memory length : 2265
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
168.09 0.609 5.31 -0.466 0.412 1.05 0.339 1.05 -0.55 11 22.41 2173 -- --
170.7 0.608 5.29 -0.125 0.389 1.03 0.465 -- -0.491 11.1 22.6 2207 -- --
168.53 0.605 5.31 -0.478 0.414 1.04 -- 1.12 -0.556 11.2 22.4 2142 -- --
171.24 0.609 5.27 -0.0921 0.406 1.04 -- -- -0.454 11.2 22.5 2201 -- --
178.39 0.622 5.31 -0.454 -- 1.11 -- 1.09 -0.526 -- 22.56 2249 -- --
212.08 0.683 5.35 -0.514 0.505 -- 0.454 -- -0.842 11 -- -- -- --
212.92 0.683 5.35 -0.495 0.502 -- -- -- -0.84 11.2 -- -- -- --
181.03 0.627 5.27 -0.0618 -- 1.11 -- -- -0.42 -- 22.6 2265 -- --
171.39 0.61 5.26 -- 0.4 1.07 -- -- -0.433 11.1 22.5 2217 -- --
228.67 0.707 5.36 -0.507 -- -- -- -- -0.845 -- -- -- -- --
219.37 0.693 5.34 -- 0.507 -- -- -- -0.785 11.3 -- -- -- --
181.13 0.627 5.27 -- -- 1.13 -- -- -0.414 -- 22.52 2265 -- --
235.46 0.716 5.35 -- -- -- -- -- -0.788 -- -- -- -- --

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
1 170.47 temperature 20.0 720 > th dose dependent rect. 19 13
4 171.05 temperature 25.0 4320 < th dose dependent rect. 1 1
9 171.66 temperature 25.0 4320 < th dose dependent rect. 21 1
10 171.69 temperature 10.0 4320 > th dose dependent rect. 1 1
11 171.69 temperature 20.0 1440 > th dose dependent rect. 24 5
20 171.81 temperature 25.0 4320 < th dose dependent rect. 21 5
38 172.02 temperature 25.0 4320 < th dose dependent rect. 17 10
53 172.19 temperature 15.0 270 > th dose dependent sin 8 NA
63 172.26 temperature 20.0 720 > th dose dependent sin 10 NA
66 172.26 temperature 25.0 270 < th dose dependent rect. 24 22
70 172.28 temperature 25.0 720 < th dose dependent rect. 16 15
71 172.30 temperature 10.0 4320 > th dose dependent rect. 21 5
214 173.02 temperature 25.0 4320 < th dose dependent sin 14 NA
237 173.10 temperature 25.0 720 < th dose dependent sin 12 NA
257 173.19 temperature 10.0 4320 > th dose dependent rect. 21 1
282 173.27 temperature 25.0 720 < th dose dependent rect. 10 21
471 173.89 precipitation 0.1 14400 < th dose independent rect. 20 5
473 173.89 precipitation 0.1 14400 < th dose dependent rect. 20 5
534 174.07 temperature 25.0 720 < th dose dependent rect. 5 23
587 174.22 precipitation 0.1 14400 > th dose independent rect. 20 5
629 174.34 temperature 25.0 720 < th dose dependent no NA NA
644 174.39 temperature 10.0 4320 > th dose dependent sin 12 NA
654 174.42 temperature 30.0 270 < th dose dependent sin 8 NA
655 174.42 precipitation 0.1 14400 > th dose dependent rect. 20 6
705 174.58 temperature 25.0 720 < th dose dependent rect. 3 23
776 174.79 precipitation 0.1 14400 > th dose dependent rect. 21 2
837 174.98 precipitation 0.1 14400 < th dose independent rect. 20 3
838 174.98 precipitation 0.1 14400 < th dose dependent rect. 20 3
898 175.14 precipitation 0.1 14400 > th dose independent rect. 20 3
949 175.29 temperature 10.0 720 > th dose dependent rect. 19 19