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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.

Os08g0265500

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

Description : Similar to Lactation elevated 1 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.5 (0.0182) R2 : 0.462
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.94 (0.0476) R2dC : 0.463 R2C : 0.458
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0627 (0.0382) R2dN8 : 0.00411 R2N8 : -0.000825
σ : 0.342
deviance : 53.58
__
_____
C
peak time of C : 6.3
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 = radiation, 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
34.17 0.275 10.5 -0.566 0.951 0.841 -0.0473 0.464 -0.0497 6.14 0.9 1426 -- --
34.26 0.273 10.5 -0.528 0.946 0.733 -0.0611 -- -0.0525 6.04 1.173 1409 -- --
34.17 0.272 10.5 -0.567 0.949 0.842 -- 0.467 -0.0495 6.09 0.9123 1419 -- --
34.27 0.273 10.5 -0.531 0.947 0.727 -- -- -0.0549 6.04 1.17 1409 -- --
35.91 0.279 10.5 -0.508 -- 1.64 -- 0.174 -0.0168 -- 1.326 2202 -- --
40.63 0.299 10.5 -0.7 0.95 -- -0.0512 -- -0.141 6.26 -- -- -- --
40.64 0.299 10.5 -0.701 0.95 -- -- -- -0.141 6.26 -- -- -- --
35.93 0.279 10.5 -0.499 -- 1.64 -- -- -0.0138 -- 1.427 2203 -- --
41.06 0.298 10.5 -- 0.926 0.973 -- -- -0.0528 6.21 0.6719 1430 -- --
87.42 0.437 10.5 -0.675 -- -- -- -- -0.12 -- -- -- -- --
53.58 0.342 10.5 -- 0.94 -- -- -- -0.0627 6.3 -- -- -- --
41.42 0.3 10.5 -- -- 1.73 -- -- 0.0196 -- 0.17 2193 -- --
99.44 0.465 10.5 -- -- -- -- -- -0.0452 -- -- -- -- --

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 30.48 humidity 50 270 > th dose dependent rect. 15 17
2 30.66 humidity 50 90 > th dose dependent rect. 17 16
8 31.15 radiation 10 1440 < th dose independent rect. 24 5
19 31.62 radiation 10 1440 < th dose independent rect. 22 7
22 31.79 radiation 1 1440 < th dose dependent rect. 11 6
31 31.95 radiation 20 1440 < th dose dependent rect. 24 5
35 31.99 humidity 50 10 > th dose dependent rect. 17 17
48 32.23 radiation 40 4320 < th dose dependent rect. 24 5
49 32.25 radiation 1 1440 > th dose independent rect. 11 6
55 32.32 radiation 20 1440 < th dose dependent rect. 22 7
56 32.33 radiation 1 1440 < th dose independent rect. 11 6
61 32.39 temperature 30 270 < th dose independent rect. 15 16
73 32.53 radiation 40 4320 < th dose dependent rect. 22 7
74 32.54 radiation 1 720 < th dose independent rect. 14 3
96 32.79 radiation 1 1440 > th dose independent rect. 7 10
97 32.79 radiation 1 1440 < th dose independent rect. 7 10
98 32.79 radiation 1 1440 < th dose dependent rect. 11 13
99 32.80 radiation 1 1440 < th dose dependent rect. 11 10
163 33.00 temperature 30 270 < th dose independent rect. 14 6
172 33.03 radiation 1 1440 < th dose dependent sin 21 NA
192 33.10 humidity 50 270 > th dose independent rect. 15 16
231 33.21 radiation 1 1440 < th dose independent rect. 11 13
236 33.22 radiation 1 1440 < th dose independent rect. 11 10
244 33.23 temperature 30 270 < th dose independent rect. 15 4
251 33.24 radiation 1 1440 < th dose dependent rect. 7 15
252 33.24 radiation 1 1440 < th dose dependent rect. 7 17
331 33.35 humidity 50 270 > th dose dependent rect. 14 6
348 33.39 radiation 40 270 < th dose dependent rect. 14 18
349 33.40 radiation 1 1440 < th dose independent sin 21 NA
379 33.44 radiation 40 270 < th dose dependent rect. 15 16
380 33.45 humidity 90 270 < th dose independent rect. 8 18
386 33.48 radiation 1 1440 > th dose independent sin 21 NA
464 33.62 temperature 30 270 < th dose independent rect. 3 16
469 33.63 radiation 20 270 < th dose independent rect. 15 16
500 33.66 humidity 50 270 > th dose dependent rect. 2 18
527 33.72 radiation 1 1440 < th dose independent rect. 7 14
542 33.75 humidity 70 270 > th dose independent rect. 15 16
558 33.77 humidity 90 270 < th dose independent rect. 20 19
578 33.81 humidity 70 270 > th dose independent rect. 15 4
584 33.81 radiation 1 1440 < th dose dependent rect. 19 22
607 33.84 humidity 60 14400 > th dose independent rect. 24 8
624 33.86 radiation 1 270 < th dose independent rect. 4 15
637 33.87 radiation 1 1440 < th dose dependent rect. 23 18
717 33.96 humidity 90 270 < th dose independent rect. 20 7
940 34.18 radiation 1 1440 < th dose independent rect. 11 1
944 34.18 radiation 1 1440 < th dose dependent rect. 11 1
970 34.20 humidity 50 270 > th dose independent rect. 14 6
986 34.21 humidity 60 10 > th dose dependent rect. 5 18