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Os10g0573400

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 : 11.9 (0.0216) R2 : 0.0802
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.287 (0.0455) R2dN8 : 0.104 R2N8 : 0.0802
σ : 0.407
deviance : 75.87
__
_____
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 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
52.76 0.341 11.9 0.324 0.229 0.68 1.66 -0.821 -0.204 6.24 79.73 793 -- --
53.25 0.34 11.9 0.356 0.155 0.616 1.85 -- -0.21 6.7 80.75 865 -- --
57.36 0.353 11.9 0.325 0.254 0.57 -- -1.59 -0.217 3.73 82 726 -- --
60.2 0.364 11.9 0.45 0.529 0.581 -- -- -0.215 1.25 82 726 -- --
60.06 0.361 11.9 0.313 -- 0.66 -- -1.41 -0.214 -- 78.44 926 -- --
61.55 0.368 11.9 0.446 0.129 -- -1.57 -- -0.229 19.9 -- -- -- --
64.53 0.376 11.9 0.476 0.285 -- -- -- -0.237 0.403 -- -- -- --
62.15 0.367 11.9 0.374 -- 0.573 -- -- -0.214 -- 78.93 1036 -- --
64.12 0.373 11.9 -- 0.203 0.506 -- -- -0.258 0.284 74 1222 -- --
69.64 0.39 11.9 0.486 -- -- -- -- -0.233 -- -- -- -- --
70.5 0.393 11.9 -- 0.292 -- -- -- -0.29 0.487 -- -- -- --
66 0.378 11.9 -- -- 0.642 -- -- -0.241 -- 76.78 1069 -- --
75.87 0.407 11.9 -- -- -- -- -- -0.287 -- -- -- -- --

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 49.60 humidity 50.0 10 > th dose dependent rect. 1 15
5 50.21 radiation 30.0 90 < th dose dependent rect. 1 14
10 50.45 humidity 60.0 270 > th dose independent rect. 10 9
18 50.65 humidity 50.0 10 > th dose dependent rect. 11 10
21 50.72 humidity 50.0 90 > th dose dependent rect. 11 10
25 50.80 humidity 50.0 270 > th dose dependent rect. 10 8
35 50.92 humidity 60.0 270 > th dose independent rect. 24 18
45 51.14 humidity 60.0 720 > th dose independent rect. 16 21
74 51.49 humidity 70.0 720 > th dose independent rect. 17 14
79 51.51 humidity 80.0 10 > th dose independent rect. 1 15
81 51.52 humidity 70.0 720 < th dose independent rect. 15 17
93 51.60 humidity 70.0 720 > th dose independent rect. 16 18
98 51.63 humidity 50.0 270 > th dose independent rect. 22 22
104 51.66 humidity 70.0 720 > th dose independent sin 12 NA
105 51.66 humidity 70.0 720 < th dose independent rect. 15 4
108 51.68 radiation 20.0 30 < th dose independent rect. 1 14
117 51.71 humidity 50.0 10 > th dose dependent rect. 11 7
165 51.87 humidity 50.0 270 > th dose dependent rect. 11 4
175 51.92 humidity 90.0 720 < th dose dependent rect. 12 9
177 51.93 wind 1.0 30 > th dose independent rect. 17 8
184 51.95 humidity 90.0 720 < th dose dependent rect. 13 6
198 51.99 humidity 50.0 10 > th dose dependent sin 0 NA
205 52.01 humidity 70.0 720 < th dose independent sin 14 NA
222 52.03 radiation 40.0 90 < th dose independent rect. 1 14
241 52.09 humidity 60.0 720 > th dose independent sin 1 NA
286 52.21 humidity 80.0 720 < th dose dependent rect. 13 20
317 52.28 radiation 30.0 90 < th dose dependent sin 6 NA
329 52.30 humidity 50.0 720 > th dose dependent rect. 1 20
357 52.34 humidity 90.0 720 < th dose dependent sin 19 NA
378 52.38 humidity 80.0 720 < th dose dependent sin 17 NA
406 52.44 humidity 60.0 720 > th dose independent rect. 9 4
444 52.50 humidity 50.0 10 > th dose dependent rect. 3 14
465 52.54 humidity 50.0 720 > th dose dependent rect. 3 17
480 52.57 atmosphere 1000.0 30 > th dose independent rect. 1 16
514 52.62 wind 9.0 30 < th dose independent rect. 17 8
515 52.62 precipitation 0.1 30 < th dose independent rect. 17 8
521 52.62 precipitation 0.1 30 < th dose dependent rect. 17 8
537 52.64 atmosphere 1000.0 30 > th dose independent rect. 17 8
539 52.64 precipitation 0.1 10 < th dose independent rect. 1 16
541 52.64 radiation 10.0 43200 < th dose dependent rect. 22 4
542 52.64 precipitation 0.1 10 < th dose dependent rect. 1 16
558 52.66 radiation 1.0 720 > th dose dependent rect. 15 3
573 52.67 temperature 10.0 10 > th dose independent rect. 17 8
575 52.67 radiation 20.0 10 < th dose independent rect. 17 8
581 52.67 temperature 10.0 10 > th dose independent rect. 1 16
586 52.67 atmosphere 1015.0 10 < th dose independent rect. 1 16
615 52.69 radiation 10.0 43200 < th dose dependent rect. 19 7
620 52.70 radiation 30.0 30 < th dose dependent rect. 16 9
622 52.71 humidity 50.0 10 > th dose independent rect. 17 8
624 52.71 radiation 30.0 14400 < th dose independent rect. 17 9
681 52.79 wind 7.0 90 < th dose independent rect. 21 14
698 52.81 humidity 90.0 720 < th dose dependent rect. 15 1
716 52.83 wind 9.0 30 < th dose independent rect. 1 16
725 52.84 temperature 10.0 1440 > th dose independent rect. 18 8
728 52.84 humidity 50.0 1440 > th dose independent rect. 18 8
730 52.84 radiation 20.0 1440 < th dose independent rect. 18 8
743 52.84 temperature 10.0 1440 > th dose independent rect. 2 16
751 52.84 radiation 1.0 30 < th dose dependent rect. 17 8
761 52.86 atmosphere 995.0 1440 > th dose independent rect. 18 8
776 52.87 humidity 70.0 10 > th dose independent rect. 17 8
832 52.92 radiation 10.0 720 > th dose independent sin 14 NA
838 52.92 radiation 20.0 90 < th dose dependent rect. 9 8
841 52.92 temperature 10.0 90 > th dose dependent rect. 21 14
844 52.93 radiation 1.0 720 > th dose independent rect. 12 7
912 52.98 radiation 10.0 720 < th dose dependent rect. 1 17
947 53.01 temperature 30.0 30 < th dose independent rect. 1 16
974 53.03 humidity 50.0 720 > th dose dependent sin 1 NA