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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.

Os03g0377600

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 : 3.63 (0.0403) R2 : 0.27
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.14 (0.0976) R2dE : 0.226 R2E : 0.209
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.454 (0.0848) R2dN8 : 0.0606 R2N8 : 0.0443
σ : 0.757
deviance : 264.26
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_____
C
peak time of C : --
E
wheather : radiation
threshold : 45.5
memory length : 47
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 4.74
open length of G : 14.8

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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 = rect.)

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
246.86 0.738 3.64 -0.517 0.466 1.21 1.25 -1.01 0.423 17.1 30 78 4.19 14.1
249.73 0.736 3.65 -0.486 0.455 1.21 1.19 -- 0.422 17.2 30.74 74 4.27 14.1
249.9 0.736 3.64 -0.52 0.429 1.23 -- -0.873 0.424 16.8 30 73 4.33 14
252.55 0.74 3.64 -0.484 0.445 1.2 -- -- 0.433 16.7 30 73 4.37 13.9
255.49 0.744 3.64 -0.55 -- 1.15 -- -0.613 0.397 -- 47.54 52 4.68 14.8
318.13 0.836 3.63 -0.516 0.576 -- 0.0184 -- 0.399 13.7 -- -- -- --
318.13 0.835 3.63 -0.515 0.576 -- -- -- 0.399 13.7 -- -- -- --
256.81 0.746 3.64 -0.534 -- 1.15 -- -- 0.398 -- 48.73 52 4.65 14.8
258.69 0.749 3.63 -- 0.431 1.2 -- -- 0.467 16.5 29.69 73 4.4 13.9
338.33 0.859 3.64 -0.539 -- -- -- -- 0.386 -- -- -- -- --
325.14 0.843 3.62 -- 0.585 -- -- -- 0.457 13.7 -- -- -- --
264.26 0.757 3.63 -- -- 1.14 -- -- 0.454 -- 45.5 47 4.74 14.8
345.98 0.868 3.63 -- -- -- -- -- 0.446 -- -- -- -- --

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
1 248.34 radiation 30 90 < th dose dependent rect. 4 14
6 253.83 radiation 20 90 < th dose independent rect. 4 14
9 256.23 humidity 60 30 > th dose dependent rect. 5 13
24 257.97 radiation 30 90 < th dose dependent sin 2 NA
42 260.38 radiation 40 270 < th dose dependent rect. 1 16
84 262.89 radiation 40 90 < th dose dependent rect. 11 22
91 263.17 radiation 40 90 < th dose dependent rect. 11 8
109 264.09 radiation 40 10 < th dose dependent rect. 11 22
112 264.19 humidity 70 10 > th dose independent rect. 5 13
115 264.46 humidity 70 90 > th dose independent rect. 4 14
117 264.47 radiation 40 270 < th dose independent rect. 1 15
134 264.86 humidity 70 30 > th dose independent rect. 2 16
153 265.49 radiation 20 10 < th dose independent rect. 10 23
170 265.81 radiation 20 90 < th dose independent rect. 11 20
191 266.49 radiation 20 90 < th dose independent rect. 11 8
194 266.55 radiation 20 90 < th dose independent rect. 23 20
210 266.89 radiation 30 270 < th dose dependent rect. 23 18
211 266.93 humidity 50 30 > th dose dependent rect. 2 17
212 266.94 radiation 40 90 < th dose dependent rect. 21 23
260 267.59 radiation 20 90 < th dose independent sin 2 NA
269 267.74 radiation 40 270 < th dose independent rect. 10 8
290 268.09 radiation 30 90 < th dose dependent rect. 23 20
291 268.10 radiation 20 30 < th dose independent rect. 21 23
315 268.59 radiation 10 90 > th dose independent rect. 7 9
319 268.62 radiation 1 90 > th dose dependent rect. 7 9
328 268.75 radiation 40 270 < th dose independent rect. 11 19
337 268.87 humidity 60 30 > th dose dependent sin 2 NA
345 268.99 radiation 20 90 < th dose independent rect. 13 18
357 269.17 radiation 10 90 > th dose independent sin 1 NA
378 269.32 radiation 1 90 > th dose dependent sin 2 NA
382 269.39 radiation 20 30 < th dose independent rect. 23 23
388 269.49 radiation 1 90 > th dose dependent rect. 7 7
420 269.92 radiation 40 10 < th dose dependent rect. 11 9
487 270.64 radiation 40 30 < th dose dependent rect. 23 23
565 271.15 radiation 1 90 > th dose dependent rect. 15 23
780 272.41 humidity 90 30 < th dose dependent rect. 19 21
910 273.13 radiation 1 90 > th dose dependent no NA NA
969 273.23 temperature 10 90 > th dose dependent rect. 19 9
984 273.36 radiation 40 90 < th dose dependent rect. 13 18