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Os08g0561700

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

Description : Superoxide dismutase [Cu-Zn], chloroplast precursor (EC 1.15.1.1).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.9 (0.0256) R2 : 0.62
β1 : -1.89 (0.0952) R2dD : 0.354 R2D : 0.189
β2 : 1.07 (0.0667) R2dC : 0.215 R2C : 0.19
β3 : 0.935 (0.0982) R2dE : 0.0837 R2E : -0.00748
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.509 (0.0555) R2dN8 : 0.0973 R2N8 : 0.0552
σ : 0.477
deviance : 104.72
__
_____
C
peak time of C : 18.1
E
wheather : humidity
threshold : 71.54
memory length : 1330
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
104.67 0.481 12.9 -1.87 1.06 0.901 -0.0237 0.28 -0.501 18.1 71.2 1376 -- --
104.72 0.477 12.9 -1.89 1.07 0.931 -0.0246 -- -0.507 18.1 71.56 1343 -- --
104.66 0.476 12.9 -1.87 1.07 0.907 -- 0.259 -0.506 18.1 71.59 1356 -- --
104.72 0.477 12.9 -1.89 1.07 0.935 -- -- -0.509 18.1 71.54 1330 -- --
124.27 0.519 12.9 -1.87 -- 1.4 -- -0.765 -0.641 -- 86.27 557 -- --
125.11 0.524 12.9 -1.72 1.03 -- -0.0687 -- -0.614 18.4 -- -- -- --
125.12 0.524 12.9 -1.71 1.03 -- -- -- -0.615 18.4 -- -- -- --
125.19 0.521 12.9 -1.83 -- 1.35 -- -- -0.606 -- 86 574 -- --
136.27 0.544 12.9 -- 1.04 1.61 -- -- -0.244 18.4 65.98 47520 -- --
180.08 0.627 12.9 -1.74 -- -- -- -- -0.636 -- -- -- -- --
202.6 0.666 12.9 -- 1.05 -- -- -- -0.424 18.3 -- -- -- --
192.43 0.646 12.8 -- -- 1.62 -- -- -0.259 -- 65.61 47520 -- --
260.03 0.753 12.9 -- -- -- -- -- -0.443 -- -- -- -- --

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
1 101.96 humidity 90.0 1440 < th dose dependent rect. 9 5
9 102.52 humidity 50.0 1440 > th dose dependent rect. 9 5
11 102.60 radiation 30.0 43200 < th dose independent rect. 11 1
16 102.81 humidity 50.0 1440 > th dose dependent rect. 10 3
18 102.85 wind 9.0 14400 < th dose independent rect. 20 17
22 102.98 wind 9.0 14400 > th dose dependent rect. 18 19
26 103.06 wind 9.0 14400 < th dose independent rect. 18 19
28 103.08 temperature 20.0 14400 < th dose independent rect. 21 1
30 103.09 temperature 20.0 14400 > th dose independent rect. 21 1
33 103.14 wind 9.0 14400 > th dose independent rect. 20 17
36 103.21 radiation 10.0 43200 < th dose independent rect. 9 1
43 103.28 wind 9.0 43200 > th dose independent rect. 10 4
49 103.33 radiation 30.0 43200 > th dose independent rect. 11 1
51 103.33 radiation 30.0 43200 > th dose dependent rect. 10 2
62 103.47 wind 9.0 14400 > th dose dependent rect. 20 17
76 103.58 wind 9.0 14400 > th dose independent rect. 18 19
80 103.63 radiation 30.0 43200 < th dose dependent rect. 10 1
85 103.66 radiation 30.0 4320 < th dose independent rect. 16 16
87 103.67 humidity 80.0 1440 < th dose dependent sin 3 NA
90 103.70 wind 9.0 43200 < th dose independent rect. 10 4
91 103.70 wind 9.0 43200 > th dose independent rect. 9 7
135 103.97 wind 9.0 43200 < th dose independent rect. 9 7
149 104.05 humidity 70.0 1440 > th dose independent rect. 9 5
162 104.14 radiation 40.0 43200 < th dose independent rect. 15 21
196 104.33 humidity 70.0 1440 > th dose independent rect. 11 2
203 104.34 radiation 1.0 1440 > th dose dependent rect. 8 6
205 104.35 radiation 40.0 43200 < th dose independent rect. 7 5
206 104.35 radiation 40.0 43200 < th dose independent rect. 5 7
207 104.35 radiation 20.0 1440 < th dose independent rect. 7 7
247 104.47 humidity 70.0 1440 < th dose dependent rect. 17 23
255 104.50 radiation 20.0 1440 < th dose independent rect. 5 9
288 104.52 radiation 20.0 1440 < th dose independent rect. 20 18
295 104.53 radiation 20.0 1440 < th dose independent rect. 22 16
322 104.64 wind 9.0 43200 > th dose dependent rect. 10 6
392 104.75 radiation 40.0 1440 < th dose independent rect. 11 3
393 104.75 wind 9.0 43200 > th dose independent rect. 4 12
420 104.80 radiation 40.0 1440 < th dose independent rect. 9 5
442 104.82 wind 7.0 43200 > th dose dependent rect. 10 4
455 104.82 humidity 70.0 1440 < th dose dependent rect. 13 23
473 104.88 humidity 80.0 1440 < th dose independent rect. 8 6
476 104.88 humidity 70.0 1440 < th dose dependent rect. 15 23
493 104.90 radiation 30.0 4320 < th dose independent rect. 5 3
496 104.90 radiation 40.0 1440 < th dose dependent rect. 8 6
504 104.91 humidity 70.0 1440 < th dose dependent rect. 9 23
515 104.93 humidity 70.0 1440 < th dose dependent no NA NA
647 105.01 radiation 40.0 1440 < th dose independent rect. 15 23
666 105.03 wind 9.0 43200 < th dose independent rect. 4 12
703 105.10 radiation 30.0 4320 < th dose independent rect. 20 12
706 105.11 wind 9.0 43200 > th dose dependent rect. 14 2
728 105.13 radiation 40.0 43200 < th dose independent sin 10 NA
744 105.17 wind 9.0 43200 > th dose independent rect. 14 2
772 105.24 radiation 40.0 43200 > th dose independent rect. 7 5
793 105.25 radiation 30.0 4320 < th dose independent rect. 18 14
827 105.30 radiation 40.0 1440 < th dose independent rect. 5 9
850 105.32 radiation 40.0 1440 < th dose independent rect. 20 18
858 105.32 wind 9.0 14400 > th dose dependent rect. 15 22
867 105.33 precipitation 0.1 43200 > th dose dependent rect. 15 3
904 105.37 wind 9.0 43200 > th dose independent sin 0 NA
945 105.42 radiation 40.0 1440 < th dose independent rect. 9 14
949 105.42 radiation 40.0 1440 < th dose dependent rect. 20 18
954 105.43 radiation 40.0 1440 < th dose independent rect. 9 10
962 105.43 radiation 40.0 1440 < th dose dependent rect. 22 16
968 105.44 radiation 40.0 1440 < th dose independent rect. 9 8
970 105.44 radiation 40.0 1440 < th dose independent rect. 9 12
974 105.44 radiation 40.0 1440 < th dose independent rect. 9 22