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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.

Os01g0719400

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 : 4.75 (0.0359) R2 : 0.648
β1 : -1.58 (0.131) R2dD : 0.117 R2D : 0.114
β2 : 1.8 (0.0909) R2dC : 0.326 R2C : 0.144
β3 : -2.45 (0.119) R2dE : 0.352 R2E : 0.149
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.394 (0.0765) R2dN8 : 0.0276 R2N8 : 0.0368
σ : 0.67
deviance : 207.06
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_____
C
peak time of C : 9.55
E
wheather : radiation
threshold : 2.45
memory length : 224
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 21
open length of G : --

__

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 = sin)

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
200.66 0.666 4.75 -1.52 1.83 -2.52 -0.626 1.9 0.397 9.42 2.716 224 21.3 --
206.7 0.67 4.74 -1.57 1.8 -2.38 -0.37 -- 0.414 9.6 2.31 224 21 --
201.96 0.662 4.75 -1.55 1.82 -2.49 -- 1.71 0.401 9.52 2.592 224 21.1 --
207.06 0.67 4.75 -1.58 1.8 -2.45 -- -- 0.394 9.55 2.45 224 21 --
293.21 0.798 4.81 -1.51 -- -1.75 -- 0.353 0.315 -- 18.49 95 4.72 --
295.1 0.805 4.77 -1.47 1.81 -- -0.293 -- 0.42 12.8 -- -- -- --
295.47 0.805 4.77 -1.48 1.81 -- -- -- 0.419 12.8 -- -- -- --
291.29 0.795 4.8 -1.48 -- -1.73 -- -- 0.395 -- 33.17 95 5.21 --
268.57 0.763 4.72 -- 1.92 -2.55 -- -- 0.557 9.15 8.887 176 21.9 --
500.46 1.05 4.8 -1.54 -- -- -- -- 0.385 -- -- -- -- --
352.91 0.879 4.73 -- 1.84 -- -- -- 0.583 12.9 -- -- -- --
348.93 0.87 4.76 -- -- -1.76 -- -- 0.555 -- 33.17 91 5.15 --
563.24 1.11 4.76 -- -- -- -- -- 0.556 -- -- -- -- --

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
1 204.66 radiation 1.0 270 < th dose dependent sin 3 NA
3 205.89 humidity 70.0 30 > th dose dependent sin 3 NA
4 205.93 humidity 80.0 30 > th dose dependent sin 1 NA
7 207.16 temperature 15.0 270 > th dose independent rect. 6 19
11 208.49 temperature 20.0 30 > th dose independent rect. 7 5
14 208.85 radiation 1.0 270 < th dose independent sin 4 NA
15 208.96 radiation 1.0 270 > th dose independent sin 4 NA
17 209.79 humidity 90.0 10 < th dose independent rect. 7 5
20 210.02 temperature 10.0 10 > th dose dependent rect. 7 20
26 210.72 humidity 70.0 90 > th dose dependent rect. 3 14
28 211.09 radiation 1.0 270 < th dose dependent rect. 1 13
42 212.19 radiation 1.0 270 < th dose independent rect. 1 13
49 212.30 humidity 80.0 90 > th dose dependent rect. 3 16
92 215.01 humidity 90.0 10 < th dose independent rect. 7 7
108 215.89 temperature 15.0 10 > th dose dependent rect. 7 5
144 217.60 humidity 80.0 30 > th dose independent rect. 3 13
192 219.32 temperature 15.0 270 > th dose independent rect. 20 15
231 220.47 temperature 20.0 90 > th dose independent rect. 7 8
239 220.61 radiation 1.0 270 > th dose independent rect. 6 5
275 221.51 humidity 90.0 90 < th dose independent sin 2 NA
280 221.54 wind 9.0 270 < th dose dependent rect. 6 5
310 222.13 temperature 15.0 270 > th dose independent rect. 5 9
373 223.56 humidity 80.0 30 > th dose independent sin 3 NA
376 223.62 precipitation 0.1 270 < th dose independent rect. 6 19
377 223.62 precipitation 0.1 270 < th dose dependent rect. 6 19
408 224.22 wind 7.0 10 < th dose independent rect. 7 5
427 224.42 radiation 10.0 270 < th dose dependent rect. 1 5
436 224.62 wind 7.0 270 < th dose independent rect. 1 5
437 224.62 wind 9.0 270 < th dose independent rect. 6 19
438 224.64 radiation 1.0 270 > th dose independent rect. 17 22
456 224.89 radiation 10.0 270 < th dose independent rect. 1 5
458 224.92 precipitation 0.1 270 < th dose independent rect. 1 5
461 224.92 precipitation 0.1 270 < th dose dependent rect. 1 5
463 224.95 wind 1.0 270 > th dose independent rect. 1 5
466 224.99 radiation 1.0 270 > th dose independent rect. 7 3
474 225.04 atmosphere 1010.0 270 < th dose independent rect. 1 5
475 225.04 radiation 20.0 90 < th dose dependent sin 4 NA
494 225.22 temperature 10.0 270 > th dose independent rect. 1 5
496 225.22 temperature 30.0 270 < th dose independent rect. 1 5
497 225.22 humidity 50.0 270 > th dose independent rect. 1 5
500 225.22 atmosphere 995.0 270 > th dose independent rect. 1 5
548 225.61 wind 1.0 270 > th dose independent rect. 10 10
573 225.95 temperature 15.0 10 > th dose dependent rect. 21 15
603 226.53 humidity 90.0 30 < th dose independent rect. 7 18
606 226.55 radiation 20.0 90 < th dose dependent rect. 3 14
614 226.63 humidity 90.0 90 < th dose independent rect. 20 16
618 226.69 humidity 90.0 10 < th dose dependent sin 5 NA
636 226.80 wind 7.0 270 < th dose independent rect. 6 5
638 226.80 wind 9.0 10 < th dose dependent rect. 7 5
642 226.84 humidity 90.0 10 < th dose dependent rect. 7 5
655 226.99 radiation 20.0 90 < th dose dependent rect. 3 12
715 227.73 humidity 90.0 10 < th dose dependent rect. 21 15
745 227.91 wind 9.0 270 < th dose dependent rect. 7 3
764 228.07 radiation 10.0 10 > th dose independent sin 3 NA
806 228.32 radiation 1.0 270 < th dose independent rect. 22 22
937 229.27 atmosphere 995.0 270 > th dose independent rect. 6 19
947 229.38 radiation 10.0 10 > th dose independent rect. 7 5
976 229.68 temperature 30.0 10 < th dose dependent rect. 3 17