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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.

Os11g0151100

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

Description : Quinonprotein alcohol dehydrogenase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.96 (0.0325) R2 : 0.348
β1 : 1.06 (0.124) R2dD : 0.122 R2D : 0.0273
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.13 (0.16) R2dE : 0.316 R2E : 0.224
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0225 (0.0736) R2dN8 : 0.000217 R2N8 : 0.00638
σ : 0.596
deviance : 164.01
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 23.8
memory length : 509
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
157.1 0.589 3.94 1.11 0.132 2 1.64 -0.564 -0.00347 6.72 24 541 -- --
157.24 0.584 3.95 1.03 0.133 2.11 1.52 -- -0.0279 6.7 23.8 506 -- --
161.02 0.591 3.97 0.958 0.252 2.29 -- 0.708 -0.0775 10.5 23.53 416 -- --
161.3 0.592 3.95 1.04 0.246 2.12 -- -- -0.0414 10.5 23.74 423 -- --
163.84 0.596 3.96 1.01 -- 2.22 -- 0.431 -0.045 -- 23.71 491 -- --
216.68 0.69 4.03 0.484 0.363 -- 1.21 -- -0.401 7.68 -- -- -- --
220.14 0.695 4.03 0.519 0.371 -- -- -- -0.4 8.81 -- -- -- --
164.01 0.596 3.96 1.06 -- 2.13 -- -- -0.0225 -- 23.8 509 -- --
186.74 0.636 3.99 -- 0.271 1.61 -- -- -0.219 9.53 23.9 420 -- --
227.95 0.705 4.04 0.519 -- -- -- -- -0.397 -- -- -- -- --
227.22 0.705 4.04 -- 0.372 -- -- -- -0.458 8.71 -- -- -- --
190.43 0.643 4 -- -- 1.69 -- -- -0.205 -- 23.86 490 -- --
235.05 0.716 4.05 -- -- -- -- -- -0.455 -- -- -- -- --

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
1 157.18 temperature 25 720 < th dose dependent rect. 17 16
24 158.26 temperature 25 720 < th dose dependent sin 12 NA
58 159.41 temperature 10 720 > th dose dependent rect. 18 15
61 159.47 temperature 25 720 < th dose dependent no NA NA
62 159.48 temperature 10 720 > th dose dependent sin 11 NA
64 159.49 temperature 25 720 < th dose dependent rect. 7 23
76 159.74 temperature 25 720 < th dose dependent rect. 3 23
79 159.78 temperature 10 270 > th dose dependent sin 8 NA
87 159.96 temperature 25 720 < th dose dependent rect. 24 23
135 160.94 temperature 15 720 > th dose dependent rect. 19 12
203 162.63 temperature 30 270 < th dose dependent sin 8 NA
210 162.81 temperature 25 270 < th dose dependent sin 6 NA
247 163.82 temperature 30 270 < th dose dependent rect. 22 13
250 163.86 wind 9 43200 > th dose dependent rect. 18 12
278 164.41 wind 9 43200 > th dose dependent rect. 17 4
281 164.48 temperature 15 720 > th dose dependent rect. 17 20
306 164.84 wind 9 43200 > th dose dependent rect. 17 8
329 165.09 temperature 15 720 > th dose dependent rect. 17 23
347 165.28 temperature 15 720 > th dose dependent rect. 15 22
383 165.64 wind 7 43200 > th dose independent rect. 20 1
394 165.74 temperature 30 30 < th dose dependent rect. 7 23
400 165.80 temperature 25 1440 < th dose dependent rect. 17 6
413 165.89 temperature 10 270 > th dose dependent rect. 1 23
467 166.43 temperature 15 720 > th dose dependent rect. 19 23
471 166.50 temperature 15 720 > th dose dependent rect. 12 23
480 166.55 wind 9 43200 < th dose independent rect. 18 3
534 166.92 temperature 15 720 > th dose dependent rect. 8 23
549 167.00 temperature 10 720 > th dose dependent no NA NA
575 167.05 temperature 30 10 < th dose dependent rect. 14 23
640 167.30 temperature 25 1440 < th dose dependent rect. 21 1
648 167.32 wind 9 43200 > th dose independent rect. 18 3
841 168.02 wind 9 43200 > th dose independent rect. 18 12
887 168.17 wind 9 43200 > th dose independent rect. 18 6
898 168.19 temperature 15 720 > th dose dependent rect. 21 23
918 168.26 temperature 15 720 > th dose dependent rect. 23 23
979 168.48 temperature 30 30 < th dose dependent rect. 9 23