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Os09g0520500

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 : 12 (0.0301) R2 : 0.679
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.9 (0.0731) R2dC : 0.483 R2C : 0.477
β3 : -1.24 (0.0808) R2dE : 0.204 R2E : 0.197
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.00808 (0.0683) R2dN8 : 1.31e-05 R2N8 : -0.00456
σ : 0.55
deviance : 139.69
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C
peak time of C : 8.98
E
wheather : temperature
threshold : 23.01
memory length : 1689
response mode : < th
dose dependency : dose independent
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 independent, 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
126.61 0.529 12.1 -0.808 1.95 -1.54 1.48 2.79 -0.255 8.85 24.6 1617 -- --
132.21 0.536 12 0.0769 1.92 -1.21 1.47 -- 0.0189 8.9 23 1695 -- --
133.58 0.538 12.1 -0.792 1.94 -1.53 -- 2.79 -0.284 8.92 24.47 1615 -- --
139.3 0.55 12 0.127 1.91 -1.22 -- -- 0.0162 8.98 23.05 1689 -- --
339.27 0.858 12.2 -0.759 -- -1.46 -- 2.59 -0.278 -- 24.4 1461 -- --
194.6 0.654 11.9 0.554 1.91 -- 1.54 -- 0.508 8.87 -- -- -- --
202.51 0.666 11.9 0.607 1.9 -- -- -- 0.51 8.95 -- -- -- --
326.53 0.845 12.1 0.176 -- -1.07 -- -- 0.131 -- 23.1 1574 -- --
139.69 0.55 12 -- 1.9 -1.24 -- -- -0.00808 8.98 23.01 1689 -- --
409.37 0.945 12 0.606 -- -- -- -- 0.523 -- -- -- -- --
212.24 0.681 11.9 -- 1.9 -- -- -- 0.442 8.92 -- -- -- --
327.3 0.845 12.1 -- -- -1.09 -- -- 0.104 -- 23.1 1574 -- --
419.07 0.956 12 -- -- -- -- -- 0.455 -- -- -- -- --

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
1 123.94 temperature 25.0 1440 > th dose independent rect. 10 13
4 124.59 temperature 25.0 1440 < th dose independent rect. 10 13
7 124.65 radiation 10.0 43200 < th dose independent rect. 18 14
8 124.73 radiation 10.0 43200 < th dose independent rect. 4 4
26 125.16 temperature 25.0 1440 < th dose independent rect. 15 7
43 125.33 radiation 10.0 43200 < th dose independent sin 11 NA
69 125.70 radiation 1.0 14400 > th dose independent rect. 8 2
70 125.77 radiation 1.0 43200 > th dose dependent rect. 4 3
83 125.82 radiation 1.0 43200 < th dose dependent rect. 9 1
125 126.12 temperature 25.0 14400 > th dose dependent rect. 12 1
126 126.14 radiation 40.0 43200 < th dose independent rect. 13 19
127 126.15 temperature 25.0 1440 > th dose independent rect. 10 2
139 126.23 humidity 60.0 43200 > th dose independent rect. 9 1
144 126.29 temperature 25.0 1440 > th dose independent rect. 15 7
146 126.30 radiation 40.0 43200 < th dose independent sin 15 NA
147 126.31 radiation 40.0 43200 < th dose independent rect. 13 4
148 126.31 radiation 40.0 43200 < th dose independent rect. 13 9
155 126.32 temperature 25.0 1440 > th dose independent sin 19 NA
192 126.45 radiation 20.0 43200 < th dose dependent rect. 4 3
193 126.45 radiation 20.0 43200 < th dose dependent rect. 22 9
201 126.48 temperature 25.0 1440 < th dose independent sin 19 NA
214 126.54 humidity 60.0 43200 < th dose independent rect. 8 4
252 126.63 wind 5.0 43200 > th dose dependent rect. 14 1
318 126.80 radiation 40.0 43200 < th dose dependent rect. 18 14
327 126.84 radiation 20.0 43200 < th dose dependent rect. 18 14
329 126.85 radiation 30.0 43200 < th dose independent rect. 11 1
332 126.85 temperature 25.0 1440 < th dose independent rect. 5 18
347 126.92 wind 7.0 43200 < th dose independent rect. 14 1
367 126.95 temperature 25.0 1440 > th dose independent rect. 5 18
420 127.10 radiation 40.0 43200 < th dose independent rect. 7 10
462 127.11 radiation 40.0 43200 < th dose independent no NA NA
542 127.14 precipitation 0.1 43200 < th dose independent rect. 9 1
548 127.14 precipitation 0.1 43200 < th dose dependent rect. 9 1
550 127.15 radiation 10.0 43200 < th dose independent rect. 16 2
566 127.16 precipitation 0.1 43200 > th dose independent rect. 9 1
569 127.16 precipitation 0.1 43200 > th dose dependent rect. 9 1
651 127.37 humidity 60.0 43200 > th dose independent rect. 8 3
674 127.39 radiation 10.0 43200 < th dose independent rect. 16 6
725 127.47 wind 7.0 43200 > th dose independent rect. 14 1
838 127.69 humidity 70.0 43200 < th dose dependent rect. 8 2