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Os02g0670400

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

Description : Similar to HMGc1 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.8 (0.0245) R2 : 0.376
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.32 (0.0799) R2dC : 0.673 R2C : 0.0115
β3 : -1.47 (0.121) R2dE : 0.371 R2E : -0.298
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0918 (0.0526) R2dN8 : 0.00563 R2N8 : -0.0116
σ : 0.46
deviance : 97.41
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C
peak time of C : 9.96
E
wheather : humidity
threshold : 69
memory length : 855
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 = 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
94.34 0.456 10.8 -0.292 1.33 -1.48 0.596 0.0746 -0.106 9.87 66.16 848 -- --
94.31 0.452 10.8 -0.282 1.32 -1.48 0.631 -- -0.104 9.91 66.7 855 -- --
95.21 0.454 10.8 -0.309 1.33 -1.49 -- 0.573 -0.119 9.95 67.18 856 -- --
95.78 0.456 10.8 -0.252 1.32 -1.47 -- -- -0.113 9.94 67.81 855 -- --
131.84 0.535 10.9 -0.388 -- -0.983 -- 0.793 -0.0629 -- 54.77 1492 -- --
125.98 0.526 10.8 -0.265 0.672 -- 0.487 -- 0.0103 10.4 -- -- -- --
126.94 0.528 10.8 -0.246 0.669 -- -- -- 0.0117 10.4 -- -- -- --
132.35 0.536 10.9 -0.251 -- -1.11 -- -- -0.105 -- 66.01 1490 -- --
97.41 0.46 10.8 -- 1.32 -1.47 -- -- -0.0918 9.96 69 855 -- --
154.33 0.58 10.8 -0.257 -- -- -- -- 0.00925 -- -- -- -- --
128.53 0.53 10.8 -- 0.67 -- -- -- 0.0391 10.5 -- -- -- --
133.97 0.539 10.9 -- -- -1.14 -- -- -0.0804 -- 66.41 1499 -- --
156.07 0.583 10.8 -- -- -- -- -- 0.0378 -- -- -- -- --

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 89.38 humidity 80 720 > th dose dependent rect. 10 14
2 89.62 humidity 90 720 > th dose dependent rect. 17 7
7 89.92 humidity 70 720 > th dose dependent sin 17 NA
17 90.40 humidity 70 720 > th dose dependent rect. 14 10
27 90.57 humidity 70 720 > th dose dependent rect. 13 12
61 91.22 humidity 90 720 > th dose dependent rect. 20 1
72 91.45 radiation 1 720 < th dose dependent rect. 6 20
81 91.73 radiation 1 720 > th dose independent rect. 9 21
98 92.10 humidity 80 720 > th dose independent rect. 11 11
113 92.39 radiation 1 720 > th dose independent rect. 9 10
136 92.50 humidity 70 720 > th dose dependent rect. 11 19
153 92.72 radiation 1 720 < th dose dependent rect. 6 13
154 92.73 humidity 80 720 > th dose dependent rect. 5 19
159 92.79 humidity 70 720 > th dose dependent rect. 11 21
168 92.88 radiation 1 1440 > th dose independent rect. 11 19
173 92.94 humidity 80 720 < th dose independent rect. 11 10
179 92.96 radiation 1 720 < th dose dependent rect. 14 12
182 92.99 radiation 1 1440 < th dose independent rect. 11 19
215 93.29 humidity 80 720 > th dose independent sin 19 NA
230 93.38 radiation 1 720 < th dose independent rect. 7 19
232 93.40 radiation 1 1440 < th dose dependent rect. 15 2
244 93.47 radiation 1 720 > th dose independent sin 21 NA
261 93.53 radiation 1 720 < th dose independent rect. 5 14
264 93.55 radiation 1 720 < th dose dependent rect. 14 4
319 93.89 radiation 1 720 < th dose independent rect. 14 12
333 93.93 humidity 80 1440 < th dose independent rect. 3 14
337 93.95 humidity 80 1440 < th dose independent rect. 5 12
350 94.01 humidity 80 720 < th dose independent rect. 13 8
357 94.06 humidity 80 1440 < th dose independent rect. 1 16
372 94.17 radiation 1 720 < th dose dependent sin 20 NA
388 94.23 humidity 90 720 > th dose independent rect. 17 7
391 94.24 radiation 1 1440 > th dose independent rect. 11 8
408 94.27 humidity 80 720 < th dose independent sin 19 NA
436 94.36 humidity 80 1440 > th dose independent rect. 6 11
438 94.36 humidity 80 1440 > th dose independent rect. 3 14
459 94.40 radiation 1 1440 < th dose independent rect. 11 10
497 94.45 humidity 80 720 > th dose independent rect. 11 15
509 94.48 radiation 1 720 < th dose dependent rect. 20 23
514 94.52 radiation 1 1440 < th dose independent rect. 13 8
561 94.59 humidity 90 720 > th dose independent rect. 9 15
594 94.66 humidity 80 1440 < th dose independent sin 2 NA
602 94.69 radiation 1 720 < th dose independent sin 21 NA
618 94.75 radiation 1 1440 < th dose independent sin 16 NA
622 94.76 radiation 1 720 < th dose independent rect. 14 4
650 94.81 humidity 70 720 > th dose dependent rect. 1 23
688 94.94 radiation 1 1440 < th dose dependent rect. 11 18
844 95.21 radiation 1 720 < th dose independent rect. 20 23
935 95.44 humidity 80 720 > th dose independent rect. 5 17
947 95.48 humidity 70 720 > th dose dependent no NA NA
952 95.49 humidity 80 1440 > th dose independent sin 1 NA
965 95.51 radiation 1 720 > th dose independent rect. 16 14