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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.

Os09g0298500

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

Description : Zinc finger, RING-type domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.91 (0.0337) R2 : 0.256
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.26 (0.106) R2dE : 0.232 R2E : 0.21
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.331 (0.0711) R2dN8 : 0.0459 R2N8 : 0.0238
σ : 0.634
deviance : 185.13
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 25.52
memory length : 1077
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
173.78 0.619 3.79 0.2 0.416 0.576 -0.146 3.81 -0.11 23.8 30 1186 -- --
172.39 0.612 3.93 -0.562 0.284 1.18 -0.125 -- -0.35 23.7 26.25 1167 -- --
173.87 0.614 3.79 0.21 0.419 0.569 -- 3.83 -0.111 23.9 30 1186 -- --
172.16 0.611 3.92 -0.509 0.339 1.16 -- -- -0.346 0.18 26.23 1164 -- --
184 0.632 3.78 0.332 -- 0.767 -- 3.83 -0.0726 -- 28.06 1156 -- --
221.73 0.698 3.91 -0.164 0.568 -- 0.186 -- -0.302 0.388 -- -- -- --
221.87 0.698 3.91 -0.17 0.567 -- -- -- -0.302 0.301 -- -- -- --
177.79 0.621 3.92 -0.549 -- 1.37 -- -- -0.404 -- 25.4 1084 -- --
178.39 0.622 3.88 -- 0.386 1 -- -- -0.204 0.323 27.77 1169 -- --
242.08 0.727 3.9 -0.152 -- -- -- -- -0.293 -- -- -- -- --
222.63 0.698 3.91 -- 0.564 -- -- -- -0.283 0.285 -- -- -- --
185.13 0.634 3.91 -- -- 1.26 -- -- -0.331 -- 25.52 1077 -- --
242.68 0.727 3.9 -- -- -- -- -- -0.276 -- -- -- -- --

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
1 168.16 temperature 25 720 > th dose dependent rect. 17 15
4 169.21 temperature 25 720 > th dose dependent sin 12 NA
8 169.84 temperature 25 720 > th dose dependent rect. 17 8
55 173.68 radiation 20 1440 > th dose independent rect. 16 15
58 174.27 radiation 20 1440 < th dose independent rect. 16 15
61 174.44 radiation 20 1440 < th dose independent rect. 16 9
63 174.63 radiation 20 1440 < th dose independent rect. 16 11
71 174.70 radiation 20 1440 < th dose independent rect. 16 1
76 174.82 radiation 20 1440 < th dose independent rect. 16 5
80 174.92 radiation 20 1440 > th dose independent rect. 16 1
104 175.29 temperature 25 720 > th dose dependent rect. 20 1
111 175.82 temperature 30 720 < th dose dependent rect. 19 2
123 176.44 temperature 30 720 < th dose dependent rect. 18 4
130 176.69 temperature 30 1440 > th dose dependent rect. 13 1
135 176.98 temperature 25 720 < th dose independent rect. 18 4
136 177.02 temperature 30 1440 > th dose dependent rect. 11 4
137 177.02 temperature 30 1440 > th dose dependent rect. 11 6
166 177.25 temperature 25 1440 > th dose dependent rect. 6 1
167 177.26 temperature 25 14400 > th dose independent rect. 20 1
187 177.32 temperature 30 1440 > th dose dependent sin 0 NA
204 177.32 temperature 30 1440 > th dose dependent rect. 16 22
227 177.38 humidity 70 14400 > th dose independent rect. 19 1
234 177.42 humidity 70 1440 < th dose independent rect. 18 1
279 177.45 temperature 25 14400 < th dose independent rect. 20 1
281 177.47 temperature 30 1440 > th dose dependent no NA NA
374 177.48 temperature 25 14400 > th dose dependent rect. 18 5
385 177.57 temperature 25 14400 > th dose independent rect. 19 5
386 177.57 temperature 25 720 > th dose independent rect. 16 8
409 177.65 temperature 25 720 < th dose independent rect. 19 2
415 177.67 temperature 25 14400 > th dose dependent rect. 21 2
416 177.68 humidity 70 14400 < th dose independent rect. 19 1
426 177.74 temperature 25 14400 > th dose dependent rect. 19 1
431 177.76 humidity 80 1440 < th dose dependent rect. 19 1
435 177.77 radiation 10 1440 > th dose dependent rect. 16 15
436 177.79 temperature 25 1440 > th dose dependent sin 8 NA
437 177.79 temperature 25 1440 > th dose dependent rect. 3 5
439 177.81 temperature 30 1440 > th dose independent rect. 10 4
465 177.86 temperature 25 1440 > th dose dependent rect. 2 7
466 177.88 temperature 30 1440 < th dose independent rect. 11 1
472 177.91 temperature 25 14400 < th dose independent rect. 19 5
478 177.94 humidity 70 1440 > th dose independent rect. 18 7
489 177.98 radiation 30 1440 < th dose independent rect. 15 17
502 178.03 temperature 30 1440 > th dose independent rect. 11 1
507 178.05 humidity 80 1440 < th dose dependent rect. 18 3
515 178.08 temperature 30 1440 > th dose independent rect. 18 20
519 178.10 humidity 70 1440 > th dose independent rect. 18 3
521 178.10 radiation 30 1440 > th dose independent rect. 15 17
522 178.10 temperature 30 1440 < th dose independent rect. 18 19
540 178.11 temperature 30 1440 < th dose independent rect. 9 5
555 178.16 temperature 25 14400 > th dose independent rect. 22 1
557 178.16 humidity 70 1440 > th dose independent rect. 18 13
566 178.19 temperature 25 14400 > th dose dependent rect. 17 12
619 178.43 radiation 10 1440 > th dose dependent rect. 16 1
641 178.52 temperature 25 14400 < th dose independent rect. 22 2
725 178.76 radiation 30 1440 < th dose dependent rect. 16 15
728 178.78 temperature 30 1440 < th dose independent rect. 6 8
767 178.81 temperature 30 1440 < th dose independent rect. 22 16
770 178.82 temperature 30 1440 > th dose independent rect. 13 1
858 179.05 temperature 30 1440 > th dose independent rect. 9 10
901 179.11 temperature 25 14400 > th dose dependent sin 13 NA
944 179.19 humidity 70 14400 > th dose independent rect. 19 6
965 179.23 humidity 70 14400 > th dose independent rect. 19 8
973 179.24 humidity 70 14400 > th dose independent rect. 19 12