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Os09g0462000

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 : 7.94 (0.0259) R2 : 0.427
β1 : 0.999 (0.0977) R2dD : 0.147 R2D : 0.237
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.46 (0.132) R2dE : 0.174 R2E : 0.206
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.283 (0.0566) R2dN8 : 0.0465 R2N8 : 0.034
σ : 0.48
deviance : 106.24
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C
peak time of C : --
E
wheather : radiation
threshold : 1.161
memory length : 1317
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
91.88 0.45 7.94 1.05 0.608 -1.62 -0.937 -1.38 -0.294 22.8 0.8084 1449 -- --
93.3 0.45 7.94 1.04 0.644 -1.29 -0.936 -- -0.294 22.8 0.8662 1454 -- --
95.18 0.454 7.95 1.11 0.647 -1.68 -- -1.62 -0.301 23.1 0.7006 1463 -- --
96.53 0.458 7.95 0.976 0.61 -1.28 -- -- -0.293 23.1 0.8483 1453 -- --
107.87 0.484 7.93 0.996 -- -1.67 -- -1 -0.321 -- 0.9964 1345 -- --
111.69 0.495 7.92 1.24 0.573 -- -0.838 -- -0.143 22.8 -- -- -- --
114.56 0.501 7.92 1.28 0.577 -- -- -- -0.141 23.1 -- -- -- --
106.24 0.48 7.94 0.999 -- -1.46 -- -- -0.283 -- 1.161 1317 -- --
120.05 0.51 7.98 -- 0.672 -1.54 -- -- -0.283 23.3 3.799e-07 1467 -- --
135.29 0.544 7.91 1.29 -- -- -- -- -0.137 -- -- -- -- --
157.47 0.587 7.95 -- 0.589 -- -- -- -0.283 23.2 -- -- -- --
124.29 0.519 7.99 -- -- -1.79 -- -- -0.471 -- 0.6 2723 -- --
179.15 0.625 7.94 -- -- -- -- -- -0.28 -- -- -- -- --

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 83.06 temperature 30 90 < th dose dependent rect. 6 9
12 84.77 temperature 30 720 < th dose dependent rect. 5 4
13 84.87 temperature 10 720 > th dose dependent rect. 2 10
26 85.60 temperature 10 720 > th dose dependent rect. 24 14
39 85.91 temperature 30 720 < th dose dependent sin 6 NA
49 86.11 temperature 30 720 < th dose dependent rect. 1 10
54 86.23 temperature 30 720 < th dose dependent rect. 23 14
59 86.28 temperature 30 720 < th dose dependent rect. 3 7
96 86.83 temperature 10 720 > th dose dependent sin 6 NA
106 87.00 temperature 30 30 < th dose dependent rect. 6 22
145 87.51 temperature 30 270 < th dose dependent sin 2 NA
154 87.57 temperature 15 720 > th dose dependent rect. 2 4
180 87.85 temperature 15 720 > th dose dependent rect. 3 2
296 89.01 temperature 15 720 > th dose dependent rect. 18 18
301 89.04 temperature 10 270 > th dose dependent sin 2 NA
393 89.69 humidity 90 14400 > th dose dependent rect. 18 11
456 90.11 humidity 90 43200 > th dose independent rect. 21 2
529 90.56 temperature 25 270 < th dose independent rect. 6 7
568 90.76 radiation 1 1440 < th dose dependent rect. 7 22
573 90.80 humidity 90 43200 < th dose independent rect. 20 3
585 90.86 radiation 1 1440 < th dose dependent rect. 7 18
598 90.90 radiation 1 1440 < th dose dependent rect. 7 14
608 90.94 humidity 90 43200 < th dose independent rect. 22 1
617 90.98 humidity 90 43200 > th dose dependent rect. 22 1
689 91.31 humidity 90 4320 > th dose dependent rect. 20 1
705 91.40 temperature 15 270 > th dose dependent rect. 7 11
707 91.41 humidity 90 14400 > th dose dependent sin 13 NA
749 91.61 radiation 1 1440 < th dose dependent rect. 17 11
755 91.63 radiation 1 1440 < th dose dependent rect. 17 9
777 91.71 radiation 1 1440 < th dose dependent rect. 17 4
790 91.75 radiation 1 1440 < th dose dependent rect. 17 22
796 91.77 humidity 80 30 > th dose dependent rect. 4 2
851 91.97 radiation 1 1440 < th dose dependent rect. 14 23
859 91.99 radiation 1 1440 < th dose dependent rect. 14 21
860 92.00 radiation 1 1440 < th dose dependent sin 15 NA
877 92.04 radiation 1 1440 < th dose dependent sin 21 NA
882 92.04 radiation 1 1440 < th dose dependent rect. 14 15
915 92.12 radiation 1 1440 < th dose dependent rect. 14 11
934 92.17 radiation 1 1440 < th dose dependent rect. 14 7
940 92.18 radiation 1 1440 < th dose dependent no NA NA
943 92.18 temperature 30 90 < th dose dependent rect. 6 17
945 92.18 radiation 1 1440 < th dose dependent rect. 3 21
962 92.19 radiation 1 1440 < th dose dependent rect. 22 23
967 92.20 radiation 1 1440 < th dose dependent rect. 3 18
974 92.20 radiation 1 1440 < th dose dependent rect. 20 23