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Os07g0686700

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

Description : RINT-1/TIP-1 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.6 (0.0186) R2 : 0.133
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.328 (0.0391) R2dN8 : 0.172 R2N8 : 0.133
σ : 0.35
deviance : 56.24
__
_____
C
peak time of C : --
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
29.35 0.255 8.58 0.685 0.491 0.443 -0.264 -0.14 0.452 1.93 70 1285 -- --
29.05 0.251 8.58 0.674 0.506 0.463 -0.245 -- 0.457 1.86 71 1263 -- --
29.29 0.252 8.57 0.672 0.486 0.44 -- -0.0882 0.453 1.87 71.37 1299 -- --
29.27 0.252 8.58 0.666 0.5 0.46 -- -- 0.452 1.81 71.31 1269 -- --
36.28 0.282 8.58 0.622 -- 0.317 -- -0.14 0.404 -- 74 1650 -- --
36.37 0.283 8.59 0.562 0.413 -- -0.349 -- 0.381 2.03 -- -- -- --
36.82 0.284 8.59 0.573 0.412 -- -- -- 0.384 1.9 -- -- -- --
36.4 0.282 8.59 0.617 -- 0.317 -- -- 0.402 -- 74 1650 -- --
40.45 0.296 8.6 -- 0.485 0.405 -- -- 0.361 1.94 74 1307 -- --
47.07 0.321 8.59 0.59 -- -- -- -- 0.393 -- -- -- -- --
45.47 0.315 8.61 -- 0.422 -- -- -- 0.32 1.94 -- -- -- --
46.42 0.318 8.6 -- -- 0.304 -- -- 0.334 -- 74 1650 -- --
56.24 0.35 8.6 -- -- -- -- -- 0.328 -- -- -- -- --

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 28.47 humidity 90.0 720 > th dose dependent rect. 20 1
2 28.49 wind 7.0 43200 > th dose independent rect. 15 1
3 28.63 wind 7.0 43200 < th dose independent rect. 15 1
4 28.76 wind 7.0 43200 > th dose independent rect. 15 6
5 28.77 wind 7.0 43200 < th dose independent rect. 15 6
6 28.87 wind 7.0 43200 > th dose independent rect. 15 3
7 28.88 humidity 90.0 720 > th dose dependent rect. 19 3
8 28.90 humidity 80.0 1440 < th dose independent rect. 8 7
10 28.93 precipitation 0.1 43200 > th dose dependent rect. 19 2
11 28.95 wind 7.0 43200 < th dose independent rect. 15 3
12 28.95 humidity 80.0 1440 < th dose independent rect. 11 3
15 29.00 humidity 80.0 1440 < th dose independent rect. 8 12
17 29.01 humidity 80.0 1440 > th dose independent rect. 11 3
23 29.06 humidity 70.0 720 > th dose dependent rect. 18 3
24 29.07 humidity 80.0 1440 > th dose independent rect. 7 13
26 29.09 humidity 70.0 1440 > th dose independent sin 16 NA
28 29.11 humidity 80.0 1440 > th dose independent rect. 7 9
37 29.14 humidity 80.0 1440 < th dose independent sin 0 NA
41 29.15 humidity 80.0 1440 > th dose independent sin 0 NA
48 29.16 wind 5.0 43200 > th dose dependent rect. 15 6
58 29.19 humidity 70.0 1440 > th dose independent rect. 13 7
61 29.19 humidity 70.0 1440 > th dose independent rect. 13 11
75 29.21 humidity 50.0 720 > th dose dependent sin 17 NA
76 29.21 humidity 60.0 720 > th dose dependent rect. 15 8
77 29.22 humidity 80.0 1440 > th dose independent rect. 10 5
87 29.24 humidity 70.0 1440 > th dose independent rect. 11 9
106 29.26 wind 5.0 43200 > th dose dependent rect. 15 1
123 29.27 humidity 60.0 720 > th dose dependent rect. 15 6
130 29.29 humidity 60.0 720 > th dose dependent rect. 11 12
134 29.30 humidity 60.0 720 > th dose dependent sin 19 NA
136 29.30 humidity 90.0 1440 < th dose dependent rect. 11 8
137 29.30 wind 5.0 43200 > th dose dependent rect. 12 9
145 29.31 wind 5.0 43200 > th dose dependent rect. 19 1
206 29.36 humidity 70.0 720 > th dose dependent rect. 18 1
224 29.38 radiation 1.0 720 < th dose dependent rect. 5 14
279 29.43 precipitation 0.1 14400 > th dose dependent rect. 12 11
301 29.45 wind 3.0 43200 > th dose dependent rect. 5 14
315 29.46 humidity 50.0 720 > th dose dependent rect. 11 15
322 29.47 wind 5.0 43200 > th dose dependent rect. 15 3
362 29.50 humidity 60.0 1440 > th dose dependent rect. 11 2
379 29.51 precipitation 0.1 14400 > th dose dependent rect. 13 5
413 29.53 radiation 1.0 43200 < th dose dependent rect. 24 3
442 29.54 wind 9.0 43200 < th dose dependent rect. 3 15
450 29.55 precipitation 0.1 14400 > th dose dependent sin 19 NA
535 29.59 wind 9.0 43200 < th dose dependent rect. 5 12
565 29.60 wind 3.0 43200 > th dose dependent sin 23 NA
566 29.60 humidity 90.0 1440 < th dose dependent sin 21 NA
648 29.63 wind 9.0 43200 < th dose dependent sin 1 NA
651 29.63 humidity 90.0 1440 < th dose dependent rect. 11 3
700 29.65 wind 7.0 43200 < th dose independent sin 18 NA
704 29.65 humidity 80.0 43200 > th dose independent rect. 22 10
746 29.66 humidity 70.0 1440 > th dose independent rect. 17 23
808 29.68 wind 5.0 43200 > th dose dependent sin 18 NA
863 29.70 humidity 70.0 720 > th dose independent rect. 17 2
875 29.70 wind 5.0 43200 > th dose dependent rect. 17 1
898 29.71 wind 7.0 43200 > th dose independent sin 18 NA
899 29.71 humidity 70.0 720 < th dose independent sin 14 NA
900 29.71 precipitation 0.1 14400 > th dose independent rect. 13 5
901 29.71 precipitation 0.1 14400 < th dose independent rect. 13 5
907 29.71 wind 5.0 43200 < th dose independent rect. 5 15
914 29.71 precipitation 0.1 14400 < th dose dependent rect. 13 5
952 29.72 temperature 30.0 43200 > th dose dependent rect. 9 1
978 29.73 precipitation 0.1 14400 > th dose independent rect. 12 10
986 29.73 humidity 70.0 1440 > th dose independent rect. 3 21
994 29.73 radiation 1.0 43200 < th dose dependent rect. 22 5