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Os09g0570300

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

Description : Similar to Short-chain dehydrogenase Tic32.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.1 (0.0163) R2 : 0.106
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.252 (0.0343) R2dN8 : 0.137 R2N8 : 0.106
σ : 0.307
deviance : 43.12
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_____
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 = 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
21.77 0.219 12.1 0.0628 1.48 -1.26 -0.69 1.75 -0.306 6.32 1.475 715 -- --
22.22 0.22 12.1 0.0731 1.68 -1.51 0.647 -- -0.286 6.23 0.7238 718 -- --
21.88 0.218 12.1 0.0601 1.61 -1.43 -- 0.95 -0.303 6.29 1.13 722 -- --
23.18 0.224 12.1 0.0802 1.63 -1.52 -- -- -0.284 6.57 0.8937 772 -- --
34.91 0.275 12.2 0.0216 -- -0.672 -- 0.728 -0.344 -- 3.077 1503 -- --
27.22 0.245 12.1 0.206 0.521 -- 0.215 -- -0.236 7.51 -- -- -- --
27.34 0.245 12.1 0.212 0.52 -- -- -- -0.236 7.61 -- -- -- --
35.4 0.277 12.2 0.039 -- -0.773 -- -- -0.333 -- 2.342 1495 -- --
23.33 0.225 12.1 -- 1.65 -1.54 -- -- -0.293 6.57 0.8298 773 -- --
41.86 0.302 12.1 0.219 -- -- -- -- -0.228 -- -- -- -- --
28.52 0.25 12.1 -- 0.522 -- -- -- -0.259 7.58 -- -- -- --
34.63 0.274 12.1 -- -- 0.473 -- -- -0.21 -- 8.64 848 -- --
43.12 0.307 12.1 -- -- -- -- -- -0.252 -- -- -- -- --

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 20.07 radiation 1 720 < th dose independent rect. 9 10
3 20.13 radiation 1 720 < th dose dependent rect. 9 10
15 20.45 humidity 80 1440 < th dose independent rect. 3 12
16 20.47 humidity 80 1440 < th dose independent rect. 24 15
29 20.57 humidity 80 1440 > th dose independent rect. 3 13
50 20.70 humidity 80 1440 < th dose independent sin 3 NA
53 20.70 humidity 80 1440 > th dose independent rect. 24 16
55 20.71 radiation 1 720 < th dose independent rect. 9 18
57 20.72 humidity 80 1440 < th dose independent rect. 9 5
75 20.79 radiation 1 720 < th dose dependent rect. 9 18
81 20.81 humidity 80 1440 > th dose independent rect. 9 5
86 20.82 radiation 1 720 < th dose dependent sin 22 NA
105 20.89 radiation 1 720 < th dose independent sin 22 NA
107 20.89 radiation 1 720 > th dose independent rect. 9 22
108 20.90 humidity 80 1440 > th dose independent sin 2 NA
142 21.00 humidity 80 1440 < th dose independent rect. 11 2
162 21.04 humidity 80 1440 > th dose independent rect. 11 2
180 21.08 humidity 70 1440 > th dose dependent rect. 11 2
190 21.11 humidity 70 1440 > th dose dependent rect. 10 4
198 21.13 humidity 70 720 > th dose dependent rect. 10 14
215 21.18 radiation 1 720 > th dose independent sin 22 NA
224 21.20 radiation 1 720 > th dose independent rect. 9 10
254 21.24 humidity 70 720 > th dose dependent sin 18 NA
347 21.41 radiation 1 720 < th dose dependent rect. 21 22
383 21.49 radiation 1 720 < th dose independent rect. 21 22
385 21.49 humidity 60 720 > th dose dependent rect. 16 8
435 21.56 humidity 70 1440 > th dose dependent rect. 3 13
492 21.64 humidity 60 720 > th dose dependent rect. 14 14
535 21.69 humidity 80 720 > th dose independent rect. 10 11
621 21.75 radiation 1 720 < th dose dependent rect. 3 23
640 21.77 humidity 80 720 > th dose independent sin 19 NA
656 21.79 humidity 80 720 > th dose independent rect. 10 16
672 21.80 radiation 1 720 < th dose dependent no NA NA
720 21.84 humidity 70 1440 > th dose dependent sin 2 NA
735 21.85 radiation 1 720 > th dose independent rect. 6 13
768 21.86 radiation 1 720 > th dose independent no NA NA
824 21.87 radiation 1 720 < th dose independent no NA NA
864 21.90 radiation 1 720 < th dose independent rect. 3 23
913 21.93 radiation 1 720 < th dose dependent rect. 1 23