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Os03g0676100

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

Description : Protein of unknown function DUF589 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.59 (0.0206) R2 : 0.487
β1 : 0.775 (0.0753) R2dD : 0.124 R2D : 0.124
β2 : 0.855 (0.0534) R2dC : 0.29 R2C : 0.276
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.274 (0.0439) R2dN8 : 0.0589 R2N8 : 0.0773
σ : 0.387
deviance : 68.12
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_____
C
peak time of C : 18.9
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
59.74 0.363 8.6 0.791 0.651 -0.485 -0.915 0.424 -0.386 19.7 93 285 -- --
60.2 0.361 8.61 0.807 0.648 -0.465 -1.06 -- -0.378 19.6 92.66 292 -- --
61.64 0.366 8.6 0.791 0.68 -0.449 -- 0.758 -0.38 19.3 92.01 307 -- --
63.24 0.37 8.6 0.826 0.677 -0.399 -- -- -0.364 19.4 92.42 282 -- --
80.2 0.417 8.58 0.826 -- -0.617 -- 0.818 -0.325 -- 90.15 391 -- --
66.71 0.383 8.59 0.76 0.855 -- -0.749 -- -0.273 19 -- -- -- --
68.12 0.387 8.59 0.775 0.855 -- -- -- -0.274 18.9 -- -- -- --
79.8 0.416 8.6 0.886 -- -0.782 -- -- -0.423 -- 91.98 388 -- --
80.96 0.419 8.62 -- 0.707 -0.311 -- -- -0.435 19.4 92.52 283 -- --
106.47 0.482 8.57 0.757 -- -- -- -- -0.291 -- -- -- -- --
83.96 0.429 8.61 -- 0.847 -- -- -- -0.361 18.9 -- -- -- --
100.27 0.466 8.62 -- -- -0.666 -- -- -0.501 -- 91.51 349 -- --
121.58 0.515 8.59 -- -- -- -- -- -0.375 -- -- -- -- --

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 58.70 temperature 25.0 270 > th dose independent rect. 24 12
5 59.21 temperature 25.0 270 < th dose independent rect. 24 11
11 59.43 precipitation 0.1 43200 > th dose independent rect. 17 1
13 59.50 wind 1.0 14400 < th dose independent rect. 1 1
16 59.59 precipitation 0.1 43200 < th dose independent rect. 17 1
18 59.59 precipitation 0.1 43200 < th dose dependent rect. 17 1
20 59.63 wind 1.0 14400 > th dose independent rect. 1 1
24 59.64 humidity 90.0 270 > th dose independent rect. 24 12
36 59.69 wind 1.0 14400 < th dose dependent rect. 1 2
38 59.72 humidity 90.0 270 > th dose independent sin 5 NA
41 59.73 temperature 25.0 30 > th dose independent rect. 4 10
42 59.73 temperature 30.0 43200 > th dose dependent rect. 18 1
57 59.74 temperature 25.0 30 > th dose independent rect. 24 14
67 59.88 temperature 20.0 270 > th dose dependent rect. 8 4
80 59.96 precipitation 0.1 43200 > th dose dependent rect. 17 1
82 59.98 radiation 1.0 720 > th dose independent rect. 18 1
94 59.99 wind 5.0 270 > th dose independent rect. 4 14
95 60.02 wind 5.0 270 < th dose independent rect. 8 9
96 60.02 humidity 90.0 10 < th dose independent rect. 21 10
105 60.06 humidity 90.0 10 < th dose independent rect. 23 8
109 60.06 radiation 1.0 43200 < th dose dependent rect. 20 7
110 60.06 humidity 90.0 270 > th dose dependent rect. 24 22
112 60.08 temperature 25.0 270 > th dose independent rect. 8 4
118 60.11 humidity 90.0 270 > th dose dependent sin 4 NA
139 60.18 humidity 90.0 270 < th dose independent rect. 1 12
155 60.21 humidity 90.0 270 > th dose dependent rect. 23 13
165 60.23 wind 1.0 14400 < th dose dependent rect. 5 1
176 60.26 temperature 25.0 270 > th dose independent sin 5 NA
191 60.29 wind 7.0 14400 > th dose independent rect. 17 1
196 60.30 wind 5.0 270 < th dose independent rect. 8 6
212 60.33 humidity 50.0 14400 < th dose independent rect. 12 1
220 60.34 wind 5.0 270 < th dose independent rect. 8 15
230 60.36 wind 7.0 270 < th dose dependent rect. 8 14
240 60.40 temperature 25.0 270 < th dose independent sin 5 NA
248 60.41 humidity 70.0 43200 > th dose independent rect. 11 1
251 60.41 humidity 90.0 270 > th dose dependent rect. 21 15
271 60.44 wind 7.0 14400 < th dose independent rect. 17 3
273 60.44 humidity 50.0 43200 < th dose dependent rect. 14 1
275 60.44 radiation 10.0 43200 < th dose dependent rect. 7 12
288 60.45 humidity 70.0 43200 < th dose independent rect. 11 3
291 60.45 radiation 30.0 43200 > th dose independent rect. 15 17
297 60.46 precipitation 0.1 43200 < th dose independent rect. 22 3
298 60.46 humidity 70.0 43200 < th dose independent rect. 11 5
300 60.46 radiation 20.0 43200 > th dose independent rect. 16 15
303 60.46 precipitation 0.1 43200 < th dose dependent rect. 22 3
310 60.48 radiation 20.0 43200 > th dose independent rect. 12 1
318 60.49 atmosphere 1015.0 14400 < th dose independent rect. 15 5
323 60.50 radiation 20.0 43200 > th dose independent rect. 16 1
328 60.50 precipitation 0.1 43200 > th dose independent rect. 22 3
345 60.50 precipitation 0.1 43200 > th dose dependent rect. 22 3
364 60.51 wind 1.0 14400 < th dose independent rect. 5 2
372 60.51 radiation 10.0 43200 < th dose dependent sin 22 NA
379 60.52 radiation 10.0 43200 > th dose independent rect. 12 6
397 60.52 humidity 90.0 270 > th dose dependent rect. 18 18
412 60.53 radiation 20.0 43200 < th dose dependent rect. 11 8
466 60.54 radiation 10.0 43200 < th dose dependent rect. 15 22
469 60.55 wind 7.0 14400 > th dose independent rect. 17 3
472 60.55 humidity 70.0 43200 > th dose independent rect. 10 6
475 60.55 radiation 20.0 43200 < th dose dependent sin 17 NA
476 60.55 radiation 20.0 43200 < th dose dependent rect. 15 1
477 60.55 radiation 30.0 43200 < th dose dependent rect. 13 6
500 60.56 wind 5.0 270 < th dose independent sin 20 NA
502 60.56 radiation 10.0 43200 > th dose independent sin 15 NA
548 60.56 radiation 10.0 43200 < th dose dependent rect. 15 19
551 60.56 radiation 10.0 43200 < th dose dependent rect. 11 23
586 60.57 radiation 30.0 43200 < th dose dependent sin 15 NA
616 60.58 humidity 50.0 270 > th dose dependent sin 7 NA
617 60.58 humidity 90.0 270 > th dose dependent no NA NA
618 60.58 radiation 10.0 43200 < th dose dependent no NA NA
619 60.58 humidity 50.0 43200 > th dose dependent rect. 6 1
698 60.58 humidity 90.0 270 > th dose dependent rect. 3 23
732 60.59 radiation 30.0 43200 > th dose independent rect. 13 19
767 60.60 humidity 50.0 43200 < th dose independent rect. 19 20
775 60.60 radiation 1.0 43200 > th dose dependent rect. 13 5
809 60.61 wind 7.0 14400 < th dose independent rect. 16 5
830 60.61 radiation 1.0 43200 < th dose dependent rect. 24 3
947 60.63 radiation 20.0 43200 < th dose independent rect. 12 1
949 60.63 humidity 50.0 43200 > th dose independent rect. 13 2
955 60.63 humidity 70.0 43200 > th dose independent rect. 24 17
993 60.64 humidity 50.0 43200 < th dose independent rect. 4 11