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Os02g0135900

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 : 11.6 (0.0219) R2 : 0.606
β1 : -0.754 (0.0804) R2dD : 0.0798 R2D : 0.0397
β2 : 1.47 (0.0607) R2dC : 0.654 R2C : 0.316
β3 : -1.26 (0.098) R2dE : 0.177 R2E : -0.168
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.39 (0.047) R2dN8 : 0.0847 R2N8 : 0.0185
σ : 0.41
deviance : 77.39
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C
peak time of C : 9.34
E
wheather : humidity
threshold : 55.02
memory length : 1047
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
76.08 0.41 11.6 -0.683 1.66 -1.29 0.831 -0.889 -0.42 9.07 62.76 918 -- --
76.72 0.408 11.6 -0.795 1.58 -1.34 0.426 -- -0.424 9.31 57.84 998 -- --
77.58 0.41 11.6 -0.717 1.59 -1.24 -- -0.233 -0.432 9.23 60.57 969 -- --
77.39 0.41 11.6 -0.754 1.47 -1.26 -- -- -0.39 9.34 55.02 1047 -- --
165.96 0.6 11.6 -0.591 -- -0.685 -- -0.815 -0.415 -- 58.48 2905 -- --
102.2 0.474 11.6 -0.72 1.15 -- 0.381 -- -0.352 8.7 -- -- -- --
102.68 0.475 11.6 -0.707 1.15 -- -- -- -0.351 8.71 -- -- -- --
154.6 0.579 11.6 -0.73 -- -1.04 -- -- -0.418 -- 60.16 1437 -- --
91.4 0.445 11.6 -- 1.64 -1.2 -- -- -0.394 9.06 70.82 888 -- --
177.93 0.623 11.6 -0.705 -- -- -- -- -0.342 -- -- -- -- --
115.85 0.503 11.6 -- 1.15 -- -- -- -0.273 8.76 -- -- -- --
168.46 0.604 11.6 -- -- -1.03 -- -- -0.347 -- 61.46 1459 -- --
191.03 0.645 11.6 -- -- -- -- -- -0.264 -- -- -- -- --

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 72.54 humidity 80 1440 > th dose independent rect. 11 3
2 72.55 humidity 80 1440 < th dose independent rect. 11 3
5 73.30 humidity 70 1440 > th dose dependent rect. 11 2
9 73.90 humidity 80 1440 < th dose independent rect. 7 9
10 73.92 humidity 80 1440 < th dose independent rect. 7 11
29 74.54 humidity 80 1440 > th dose independent rect. 7 11
30 74.56 humidity 80 1440 < th dose independent sin 1 NA
53 74.85 humidity 90 720 > th dose dependent rect. 8 17
59 74.94 humidity 80 1440 > th dose independent sin 0 NA
61 74.94 humidity 80 1440 > th dose independent rect. 9 10
174 76.47 humidity 90 720 > th dose dependent sin 20 NA
198 76.70 humidity 60 720 > th dose dependent sin 17 NA
202 76.71 humidity 90 720 > th dose dependent rect. 18 6
216 76.81 humidity 90 720 > th dose dependent rect. 19 4
235 76.92 humidity 70 1440 > th dose dependent sin 23 NA
333 77.47 humidity 60 720 > th dose dependent rect. 14 12
348 77.56 humidity 90 720 > th dose independent rect. 7 17
368 77.63 humidity 50 720 > th dose dependent rect. 14 14
456 77.94 radiation 1 1440 < th dose dependent rect. 7 20
462 77.96 radiation 1 1440 < th dose dependent rect. 7 13
469 77.97 radiation 1 1440 < th dose dependent rect. 7 11
472 77.97 radiation 1 1440 < th dose dependent rect. 7 18
474 77.98 radiation 1 1440 < th dose independent sin 22 NA
502 78.06 radiation 1 1440 < th dose independent rect. 7 13
503 78.06 radiation 1 1440 < th dose independent rect. 7 20
512 78.08 radiation 1 1440 < th dose independent rect. 7 18
513 78.08 radiation 1 1440 < th dose dependent sin 22 NA
514 78.08 humidity 90 720 > th dose dependent rect. 20 1
552 78.15 humidity 60 720 > th dose dependent rect. 15 8
582 78.24 radiation 1 1440 > th dose independent rect. 7 12
595 78.25 radiation 1 1440 < th dose independent rect. 9 11
596 78.25 radiation 1 1440 < th dose independent rect. 9 18
600 78.26 radiation 1 1440 > th dose independent sin 22 NA
611 78.27 radiation 1 1440 < th dose independent rect. 9 16
640 78.29 humidity 70 720 > th dose dependent rect. 3 23
729 78.47 humidity 60 720 > th dose dependent rect. 15 6
758 78.50 radiation 1 1440 > th dose independent rect. 9 10
862 78.63 humidity 60 720 > th dose dependent rect. 11 22
869 78.64 humidity 60 720 > th dose dependent rect. 14 22
870 78.64 humidity 70 720 > th dose dependent rect. 9 23
880 78.67 humidity 60 720 > th dose dependent rect. 14 20
937 78.75 humidity 70 720 > th dose dependent rect. 1 22