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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.

Os02g0179200

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

Description : Glutamine amidotransferase class-I domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.37 (0.0404) R2 : 0.5
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.14 (0.105) R2dE : 0.461 R2E : 0.474
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.365 (0.0855) R2dN8 : 0.0261 R2N8 : 0.0397
σ : 0.759
deviance : 265.67
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C
peak time of C : --
E
wheather : temperature
threshold : 24.05
memory length : 222
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 13.4
open length of G : 6.25

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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 = 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
241.24 0.73 3.4 -0.681 0.314 2.33 -0.532 -3.37 0.308 21.6 24.3 270 13.2 5.3
253.76 0.742 3.39 -0.39 0.418 2.13 -1.35 -- 0.365 20.4 24.37 259 13.2 5.29
242.13 0.725 3.4 -0.669 0.34 2.3 -- -3.56 0.31 21 24.36 269 13.2 5.32
259.39 0.75 3.38 -0.393 0.374 2.1 -- -- 0.367 20.6 24.2 255 13.3 5.47
245.34 0.73 3.39 -0.741 -- 2.3 -- -3.42 0.26 -- 24 255 13.2 6.12
349.93 0.877 3.37 -0.23 1.72 -- -1.08 -- 0.55 18.7 -- -- -- --
352.86 0.88 3.37 -0.212 1.71 -- -- -- 0.547 18.7 -- -- -- --
261.95 0.754 3.38 -0.405 -- 2.18 -- -- 0.323 -- 24 233 13.3 6.15
263.18 0.756 3.37 -- 0.392 2.03 -- -- 0.412 20.4 24.22 249 13.3 5.6
506.28 1.05 3.34 -0.252 -- -- -- -- 0.513 -- -- -- -- --
354.05 0.88 3.37 -- 1.72 -- -- -- 0.571 18.7 -- -- -- --
265.67 0.759 3.37 -- -- 2.14 -- -- 0.365 -- 24.05 222 13.4 6.25
507.96 1.05 3.33 -- -- -- -- -- 0.541 -- -- -- -- --

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
1 248.67 temperature 25 270 > th dose independent rect. 13 5
2 251.35 temperature 20 270 > th dose dependent rect. 13 14
3 251.46 temperature 20 270 > th dose dependent rect. 13 8
5 251.95 temperature 20 90 > th dose dependent rect. 15 7
6 251.96 temperature 20 90 > th dose dependent rect. 15 12
11 253.92 temperature 20 270 > th dose dependent rect. 13 11
18 256.07 temperature 20 270 > th dose dependent rect. 13 19
26 257.59 temperature 20 10 > th dose dependent rect. 16 6
33 258.67 temperature 20 90 > th dose dependent rect. 15 9
69 263.06 temperature 20 10 > th dose dependent rect. 16 11
78 264.25 temperature 20 270 > th dose dependent sin 18 NA
102 266.20 temperature 20 90 > th dose dependent rect. 15 18
125 268.30 radiation 1 270 < th dose dependent sin 16 NA
138 268.80 temperature 20 10 > th dose dependent rect. 16 4
166 271.02 humidity 80 270 < th dose independent rect. 13 5
171 271.20 radiation 1 270 > th dose independent rect. 13 6
229 273.07 radiation 1 270 < th dose dependent rect. 3 23
236 273.44 humidity 80 270 < th dose independent rect. 13 8
271 274.74 radiation 1 270 < th dose independent sin 15 NA
277 274.87 radiation 1 270 > th dose independent sin 15 NA
280 274.96 temperature 30 270 < th dose dependent rect. 10 13
305 275.67 temperature 30 270 < th dose dependent sin 19 NA
362 277.90 wind 7 270 < th dose independent rect. 17 21
407 279.24 humidity 80 90 < th dose independent rect. 15 6
419 279.57 radiation 1 90 > th dose independent rect. 16 13
473 280.47 radiation 1 4320 > th dose independent rect. 18 12
522 281.49 humidity 80 90 < th dose independent rect. 15 8
563 282.23 radiation 1 4320 < th dose dependent rect. 4 1
578 282.47 humidity 80 10 < th dose independent rect. 16 4
598 282.96 humidity 90 10 < th dose dependent rect. 16 6
599 282.97 temperature 25 10 > th dose independent rect. 15 5
602 283.04 wind 7 270 < th dose independent rect. 9 14
604 283.04 radiation 1 4320 < th dose dependent rect. 20 10
605 283.06 radiation 1 4320 < th dose independent rect. 18 12
611 283.13 radiation 1 4320 < th dose dependent rect. 23 7
647 283.76 wind 7 270 < th dose independent rect. 18 19
757 285.53 radiation 1 270 > th dose independent rect. 11 22
797 286.09 wind 1 270 > th dose dependent rect. 13 5
799 286.09 radiation 1 270 < th dose dependent rect. 13 15
814 286.32 radiation 1 270 < th dose dependent rect. 10 18
830 286.56 radiation 1 270 < th dose dependent rect. 10 15
891 287.15 radiation 1 270 < th dose independent rect. 3 23
990 288.51 humidity 80 270 > th dose independent rect. 10 13
1000 288.63 temperature 10 720 > th dose dependent rect. 6 12