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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.

Os06g0124400

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.62 (0.0466) R2 : 0.456
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 4.95 (0.259) R2dE : 0.444 R2E : 0.453
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.131 (0.099) R2dN8 : 0.00278 R2N8 : 0.0114
σ : 0.873
deviance : 351.68
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_____
C
peak time of C : --
E
wheather : wind
threshold : 6.461
memory length : 4387
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 20.2
open length of G : 0.266

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, 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
335.78 0.861 3.7 1.02 0.184 2.75 1.39 12 -0.151 15.9 4.953 4156 20 2.8
381.09 0.909 3.75 0.735 0.192 2.75 0.46 -- -0.0963 14.8 5.447 4214 20.1 0.44
340.03 0.859 3.69 1.04 0.223 2.75 -- 11.9 -0.139 13.5 5 4110 20 2.8
348.62 0.87 3.61 0.318 0.227 4.14 -- -- -0.117 13.7 6 4534 20.2 0.233
343.23 0.863 3.69 1.04 -- 2.75 -- 12 -0.139 -- 5.036 4110 20 2.82
605.73 1.15 3.66 0.869 0.236 -- 0.841 -- -0.315 14.1 -- -- -- --
607.75 1.15 3.66 0.892 0.253 -- -- -- -0.311 12.5 -- -- -- --
349.51 0.871 3.61 0.37 -- 4.27 -- -- -0.0723 -- 5.968 4460 20.2 0.233
351.45 0.873 3.61 -- 0.162 4.37 -- -- -0.0999 12.7 6.033 4531 20.2 0.233
611.75 1.16 3.66 0.883 -- -- -- -- -0.315 -- -- -- -- --
628.7 1.17 3.68 -- 0.24 -- -- -- -0.41 12.3 -- -- -- --
351.68 0.873 3.62 -- -- 4.95 -- -- -0.131 -- 6.461 4387 20.2 0.266
632.33 1.17 3.69 -- -- -- -- -- -0.413 -- -- -- -- --

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
1 338.24 wind 5 4320 > th dose dependent rect. 20 3
5 341.95 wind 7 4320 < th dose independent rect. 18 4
22 348.24 wind 7 4320 > th dose independent rect. 18 4
28 351.99 humidity 90 1440 < th dose dependent rect. 3 1
44 355.25 wind 9 4320 > th dose dependent rect. 19 7
68 357.10 wind 5 4320 > th dose independent rect. 21 1
112 359.76 humidity 90 1440 < th dose dependent rect. 23 8
130 362.23 humidity 90 1440 < th dose dependent rect. 2 5
161 372.91 atmosphere 995 14400 < th dose independent rect. 17 1
162 372.91 atmosphere 995 14400 < th dose dependent rect. 17 1
169 372.92 humidity 90 1440 < th dose dependent rect. 23 5
188 373.43 humidity 80 1440 < th dose independent rect. 22 1
192 374.32 atmosphere 995 14400 > th dose independent rect. 16 2
218 378.35 humidity 70 1440 > th dose dependent rect. 1 6
226 378.87 atmosphere 995 14400 > th dose independent rect. 13 6
227 378.88 atmosphere 995 14400 > th dose independent rect. 13 8
266 379.31 atmosphere 995 14400 > th dose independent rect. 8 11
267 379.31 atmosphere 995 14400 > th dose independent rect. 8 13
422 386.46 humidity 70 1440 > th dose dependent rect. 1 3
434 387.35 atmosphere 995 14400 > th dose independent rect. 24 16
439 387.49 atmosphere 995 14400 < th dose independent rect. 3 13
452 387.84 atmosphere 995 14400 > th dose independent rect. 19 21
459 388.50 atmosphere 995 14400 < th dose independent rect. 18 22
472 388.82 humidity 90 1440 < th dose dependent rect. 5 2
473 388.87 humidity 70 1440 > th dose dependent rect. 3 1
501 389.26 atmosphere 995 14400 > th dose independent sin 3 NA
520 389.55 wind 5 1440 > th dose independent rect. 7 16
545 389.81 atmosphere 995 14400 > th dose independent sin 22 NA
555 390.03 atmosphere 995 14400 < th dose independent sin 3 NA
566 390.27 atmosphere 995 14400 < th dose independent sin 22 NA
581 390.44 atmosphere 995 14400 < th dose dependent sin 0 NA
750 391.98 atmosphere 995 14400 > th dose independent rect. 24 21
801 392.09 atmosphere 995 14400 > th dose independent no NA NA
804 392.09 atmosphere 995 14400 > th dose independent rect. 14 23
811 392.11 atmosphere 995 14400 > th dose independent rect. 12 23
863 392.58 wind 7 4320 < th dose independent rect. 8 1
991 393.11 atmosphere 995 14400 < th dose independent no NA NA