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Os06g0719900

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

Description : Similar to CORONA.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.2 (0.0233) R2 : 0.363
β1 : -1.29 (0.0852) R2dD : 0.335 R2D : 0.352
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.117 (0.0497) R2dN8 : 0.0105 R2N8 : 0.0279
σ : 0.436
deviance : 87.26
__
_____
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 = temperature, 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
56.14 0.352 11.2 -0.837 0.011 -1.08 1.11 1.24 0.346 2.97 21.2 214 -- --
56.83 0.351 11.2 -1.05 0.146 -0.969 0.676 -- 0.3 1.09 19.21 274 -- --
58 0.355 11.2 -1.05 0.203 -1.09 -- 0.0328 0.307 21.6 19.44 314 -- --
57.99 0.355 11.2 -1.05 0.208 -1.12 -- -- 0.303 21.4 19.43 306 -- --
59.28 0.359 11.2 -1.08 -- -1.08 -- -0.101 0.285 -- 19.74 207 -- --
74.89 0.406 11.2 -1.29 0.381 -- 1.08 -- 0.114 3.09 -- -- -- --
78.76 0.416 11.2 -1.31 0.385 -- -- -- 0.107 3.05 -- -- -- --
59.28 0.359 11.2 -1.07 -- -1.07 -- -- 0.287 -- 20.37 183 -- --
82.98 0.424 11.2 -- 0.277 -1.59 -- -- 0.441 20.8 15.93 405 -- --
87.26 0.436 11.2 -1.29 -- -- -- -- 0.117 -- -- -- -- --
124.03 0.521 11.2 -- 0.36 -- -- -- 0.253 3.04 -- -- -- --
85.69 0.431 11.2 -- -- -1.7 -- -- 0.449 -- 11.38 219 -- --
131.45 0.535 11.2 -- -- -- -- -- 0.261 -- -- -- -- --

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 51.44 temperature 10 720 > th dose dependent rect. 21 19
2 51.66 temperature 10 720 > th dose dependent rect. 23 17
4 52.05 temperature 20 720 > th dose dependent sin 6 NA
16 52.50 temperature 10 720 > th dose dependent rect. 1 15
64 54.18 temperature 30 720 < th dose dependent rect. 24 17
81 54.45 temperature 20 270 > th dose dependent rect. 23 21
125 54.98 temperature 30 720 < th dose dependent sin 5 NA
152 55.25 temperature 20 270 > th dose dependent sin 1 NA
154 55.25 temperature 10 720 > th dose dependent rect. 4 10
157 55.29 temperature 20 720 > th dose dependent rect. 4 5
223 55.82 temperature 25 30 > th dose dependent rect. 19 23
247 55.98 temperature 20 90 > th dose dependent rect. 12 23
309 56.34 temperature 20 10 > th dose dependent rect. 12 23
336 56.40 temperature 10 270 > th dose dependent rect. 10 23
347 56.44 temperature 10 720 > th dose dependent rect. 12 21
366 56.51 temperature 20 270 > th dose dependent no NA NA
402 56.65 temperature 25 30 > th dose dependent rect. 1 23
428 56.71 temperature 20 720 > th dose dependent rect. 23 10
502 56.91 temperature 25 30 > th dose dependent no NA NA
515 56.93 temperature 25 30 > th dose dependent rect. 6 23
742 57.55 temperature 15 1440 > th dose dependent rect. 1 4
743 57.55 temperature 15 1440 > th dose dependent rect. 23 6
754 57.58 temperature 20 1440 > th dose dependent rect. 20 7
786 57.64 temperature 30 1440 < th dose dependent rect. 1 4
804 57.66 temperature 30 1440 < th dose dependent rect. 23 6
822 57.69 temperature 25 1440 < th dose dependent rect. 21 8
851 57.74 temperature 25 1440 < th dose dependent rect. 3 1
871 57.76 temperature 30 270 < th dose independent rect. 7 12
974 57.84 temperature 30 270 < th dose dependent rect. 6 23