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Os02g0137000

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

Description : WD40-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.5 (0.0144) R2 : 0.23
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.355 (0.0304) R2dN8 : 0.298 R2N8 : 0.23
σ : 0.272
deviance : 33.86
__
_____
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 = precipitation, response mode = > th, dose dependency = dose dependent, 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
20.56 0.213 10.5 -0.24 0.368 0.235 -0.408 0.946 0.367 0.957 -0.006763 4701 -- --
20.61 0.211 10.5 -0.211 0.378 0.394 -0.385 -- 0.388 0.961 0.2634 6463 -- --
21.25 0.215 10.5 -0.224 0.371 0.227 -- 0.941 0.367 1.07 -0.002103 4685 -- --
21.25 0.215 10.5 -0.2 0.375 0.393 -- -- 0.39 1.1 0.2559 6463 -- --
29.75 0.254 10.5 -0.215 -- 0.216 -- 1.01 0.368 -- -0.0171 4693 -- --
24.27 0.231 10.5 -0.117 0.377 -- -0.347 -- 0.336 0.964 -- -- -- --
24.77 0.233 10.5 -0.105 0.378 -- -- -- 0.337 1.07 -- -- -- --
30 0.255 10.5 -0.187 -- 0.396 -- -- 0.396 -- 0.3187 6488 -- --
22.19 0.219 10.5 -- 0.38 0.335 -- -- 0.398 1.05 0.2369 6660 -- --
33.64 0.271 10.5 -0.0903 -- -- -- -- 0.345 -- -- -- -- --
25.06 0.234 10.5 -- 0.376 -- -- -- 0.349 1.06 -- -- -- --
30.86 0.259 10.5 -- -- 0.342 -- -- 0.409 -- 0.2154 6510 -- --
33.86 0.272 10.5 -- -- -- -- -- 0.355 -- -- -- -- --

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 19.94 wind 3.0 14400 < th dose independent rect. 21 2
2 19.99 wind 3.0 14400 > th dose independent rect. 21 2
4 20.14 temperature 25.0 1440 < th dose independent rect. 19 6
7 20.20 temperature 25.0 1440 > th dose independent rect. 19 6
15 20.30 temperature 25.0 1440 > th dose independent rect. 20 4
22 20.37 wind 3.0 14400 < th dose independent rect. 21 4
27 20.42 precipitation 0.1 14400 > th dose independent rect. 12 11
28 20.42 precipitation 0.1 14400 < th dose independent rect. 12 11
31 20.42 precipitation 0.1 14400 < th dose dependent rect. 12 11
34 20.43 precipitation 0.1 14400 > th dose independent rect. 12 9
35 20.43 precipitation 0.1 14400 < th dose independent rect. 12 9
45 20.43 wind 5.0 14400 < th dose dependent rect. 21 1
46 20.43 precipitation 0.1 14400 < th dose dependent rect. 12 9
61 20.44 precipitation 0.1 14400 < th dose independent rect. 9 15
66 20.44 precipitation 0.1 14400 < th dose dependent rect. 9 15
68 20.45 precipitation 0.1 14400 > th dose independent rect. 9 14
72 20.46 precipitation 0.1 14400 > th dose independent sin 20 NA
74 20.46 precipitation 0.1 14400 < th dose independent sin 20 NA
76 20.46 humidity 80.0 43200 < th dose independent rect. 4 4
80 20.46 precipitation 0.1 14400 > th dose independent rect. 9 12
88 20.46 precipitation 0.1 14400 < th dose dependent sin 20 NA
96 20.46 precipitation 0.1 14400 > th dose dependent rect. 4 16
98 20.47 wind 3.0 14400 > th dose independent rect. 20 5
105 20.47 precipitation 0.1 14400 > th dose independent rect. 7 16
106 20.47 precipitation 0.1 14400 < th dose independent rect. 7 16
110 20.47 precipitation 0.1 14400 < th dose dependent rect. 7 16
152 20.50 precipitation 0.1 14400 > th dose dependent sin 0 NA
168 20.51 precipitation 0.1 14400 > th dose dependent rect. 9 11
185 20.52 precipitation 0.1 14400 > th dose dependent rect. 12 8
199 20.53 humidity 80.0 43200 < th dose dependent rect. 1 7
208 20.54 temperature 30.0 270 < th dose independent rect. 3 15
265 20.56 precipitation 0.1 14400 > th dose dependent rect. 4 20
284 20.57 precipitation 0.1 14400 > th dose dependent rect. 13 4
294 20.58 precipitation 0.1 14400 > th dose independent rect. 16 5
295 20.58 precipitation 0.1 14400 < th dose independent rect. 16 5
307 20.58 precipitation 0.1 14400 < th dose dependent rect. 16 5
310 20.58 humidity 80.0 43200 > th dose dependent rect. 17 8
312 20.58 precipitation 0.1 14400 > th dose dependent rect. 12 12
314 20.58 precipitation 0.1 14400 > th dose dependent rect. 9 15
318 20.58 precipitation 0.1 14400 > th dose dependent rect. 7 17
357 20.60 humidity 80.0 43200 > th dose independent rect. 5 2
489 20.66 humidity 80.0 43200 > th dose independent rect. 2 6
508 20.66 precipitation 0.1 14400 > th dose dependent rect. 13 19
511 20.66 precipitation 0.1 14400 > th dose dependent rect. 22 22
521 20.67 wind 1.0 14400 > th dose dependent rect. 21 1
527 20.67 precipitation 0.1 14400 > th dose dependent rect. 13 17
612 20.70 precipitation 0.1 14400 > th dose dependent rect. 7 23
622 20.71 precipitation 0.1 14400 > th dose dependent no NA NA
637 20.71 precipitation 0.1 14400 > th dose dependent rect. 16 22
650 20.72 precipitation 0.1 4320 > th dose independent rect. 21 23
651 20.72 precipitation 0.1 4320 < th dose independent rect. 21 23
653 20.72 humidity 80.0 43200 > th dose dependent rect. 19 5
662 20.72 precipitation 0.1 4320 < th dose dependent rect. 21 23
679 20.73 precipitation 0.1 14400 > th dose dependent rect. 19 23
753 20.76 precipitation 0.1 4320 < th dose independent rect. 12 19
755 20.76 precipitation 0.1 4320 > th dose independent rect. 12 20
760 20.76 precipitation 0.1 4320 < th dose independent rect. 12 22
776 20.76 precipitation 0.1 4320 < th dose dependent rect. 12 19
784 20.76 precipitation 0.1 4320 < th dose dependent rect. 12 22
799 20.77 precipitation 0.1 4320 > th dose independent rect. 12 18
950 20.80 precipitation 0.1 4320 > th dose independent rect. 9 22
955 20.80 precipitation 0.1 4320 < th dose independent rect. 9 22
968 20.80 precipitation 0.1 14400 > th dose dependent rect. 16 14
982 20.80 precipitation 0.1 4320 < th dose dependent rect. 9 22
986 20.81 precipitation 0.1 4320 > th dose independent no NA NA
987 20.81 precipitation 0.1 4320 < th dose independent no NA NA