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Os01g0341200

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 : 9.09 (0.0287) R2 : 0.475
β1 : 1.64 (0.106) R2dD : 0.291 R2D : 0.106
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.28 (0.123) R2dE : 0.128 R2E : 0.0103
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.807 (0.0616) R2dN8 : 0.267 R2N8 : 0.0867
σ : 0.537
deviance : 132.83
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C
peak time of C : --
E
wheather : humidity
threshold : 77.12
memory length : 1086
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 = humidity, 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
124.74 0.525 9.1 1.47 0.313 -1.39 0.457 -1.88 0.777 6.33 77.03 1239 -- --
128.13 0.527 9.08 1.62 0.311 -1.49 0.402 -- 0.815 6.35 77.57 1250 -- --
125.2 0.521 9.1 1.47 0.306 -1.35 -- -1.93 0.787 6.3 76.86 1236 -- --
128.55 0.528 9.08 1.64 0.322 -1.5 -- -- 0.815 6.5 77.83 1251 -- --
128.19 0.527 9.11 1.48 -- -1.22 -- -1.97 0.789 -- 76 1100 -- --
157.54 0.588 9.1 1.52 0.336 -- 0.478 -- 0.74 9.03 -- -- -- --
158.33 0.589 9.1 1.53 0.334 -- -- -- 0.74 9.01 -- -- -- --
132.83 0.537 9.09 1.64 -- -1.28 -- -- 0.807 -- 77.12 1086 -- --
191.21 0.644 9.14 -- 0.349 -1.47 -- -- 0.801 9.15 86 1556 -- --
164.75 0.6 9.11 1.53 -- -- -- -- 0.742 -- -- -- -- --
220.21 0.694 9.14 -- 0.338 -- -- -- 0.569 8.66 -- -- -- --
189.21 0.641 9.07 -- -- -1.53 -- -- 0.915 -- 86 2162 -- --
226.64 0.703 9.15 -- -- -- -- -- 0.572 -- -- -- -- --

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
1 119.32 radiation 40 1440 > th dose independent rect. 14 1
2 119.39 radiation 40 1440 < th dose independent rect. 14 1
21 119.96 radiation 40 1440 < th dose independent rect. 14 13
22 119.97 radiation 40 1440 < th dose independent rect. 14 11
39 122.07 radiation 30 1440 > th dose dependent rect. 14 2
56 122.34 humidity 80 720 < th dose dependent sin 12 NA
59 123.28 humidity 80 720 < th dose dependent rect. 16 16
94 124.57 humidity 50 720 > th dose dependent rect. 15 17
99 124.75 temperature 20 270 > th dose independent rect. 18 7
109 125.07 radiation 40 14400 > th dose dependent rect. 14 2
139 125.61 humidity 80 43200 > th dose independent rect. 3 12
151 125.84 humidity 50 270 > th dose dependent rect. 16 9
159 125.87 humidity 50 720 > th dose dependent sin 13 NA
160 125.88 temperature 30 14400 > th dose dependent rect. 15 2
164 125.90 humidity 80 43200 < th dose independent rect. 3 12
219 126.32 humidity 80 43200 > th dose independent sin 3 NA
240 126.40 wind 5 43200 < th dose dependent rect. 2 2
292 126.64 temperature 30 14400 < th dose independent rect. 12 1
293 126.64 humidity 80 43200 < th dose independent rect. 5 9
295 126.65 temperature 30 14400 > th dose independent rect. 12 1
321 126.76 wind 9 43200 > th dose independent rect. 10 1
323 126.77 wind 9 43200 < th dose independent rect. 10 1
333 126.83 temperature 30 14400 > th dose dependent sin 13 NA
373 126.91 humidity 80 43200 < th dose independent sin 3 NA
391 127.03 wind 1 43200 > th dose dependent rect. 2 2
407 127.14 temperature 30 14400 > th dose independent rect. 16 2
411 127.18 temperature 30 14400 < th dose independent rect. 17 1
416 127.21 radiation 30 14400 > th dose independent rect. 15 2
437 127.24 radiation 40 1440 > th dose dependent sin 13 NA
458 127.33 humidity 80 1440 < th dose independent rect. 15 19
490 127.45 humidity 50 1440 > th dose dependent rect. 15 13
496 127.50 humidity 80 43200 > th dose dependent rect. 12 2
504 127.54 humidity 60 43200 > th dose dependent rect. 14 1
527 127.67 humidity 80 1440 > th dose independent rect. 15 19
548 127.72 humidity 80 1440 > th dose independent rect. 15 17
551 127.73 wind 7 43200 > th dose dependent rect. 10 1
587 127.83 humidity 70 43200 > th dose dependent rect. 2 13
601 127.87 temperature 30 14400 > th dose independent rect. 11 7
607 127.89 temperature 30 14400 < th dose independent rect. 16 9
650 127.95 humidity 80 1440 > th dose independent rect. 19 1
662 127.99 temperature 30 14400 < th dose independent rect. 11 7
665 127.99 humidity 70 43200 > th dose dependent sin 4 NA
722 128.09 temperature 30 14400 < th dose independent rect. 11 11
748 128.13 humidity 70 90 > th dose dependent rect. 19 8
756 128.16 humidity 90 1440 < th dose dependent rect. 19 1
779 128.20 humidity 80 43200 > th dose independent rect. 1 20
836 128.26 temperature 30 14400 > th dose dependent no NA NA
945 128.30 radiation 10 1440 > th dose independent rect. 17 1
988 128.31 temperature 20 270 > th dose independent rect. 6 19
994 128.32 humidity 80 1440 < th dose independent rect. 18 16