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Os10g0140200

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

Description : Glycoside hydrolase, family 38 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.7 (0.0248) R2 : 0.731
β1 : -2.19 (0.0914) R2dD : 0.356 R2D : 0.464
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.19 (0.116) R2dE : 0.221 R2E : 0.225
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.555 (0.0538) R2dN8 : 0.0901 R2N8 : 0.0866
σ : 0.461
deviance : 98.01
__
_____
C
peak time of C : --
E
wheather : radiation
threshold : 1.212
memory length : 1618
response mode : > th
dose dependency : dose independent
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 independent, 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
85.51 0.434 11.7 -2.38 0.813 -1.64 -0.871 -1.25 0.497 0.383 1.09 1471 -- --
86.97 0.434 11.7 -2.26 0.778 -1.51 -0.797 -- 0.499 0.413 1.216 1481 -- --
88.52 0.438 11.7 -2.32 0.819 -1.61 -- -0.992 0.5 0.12 1.08 1466 -- --
88.95 0.439 11.7 -2.26 0.772 -1.5 -- -- 0.523 0.0804 1.468 1487 -- --
100 0.466 11.7 -2.09 -- -2.36 -- -0.307 0.653 -- 1.131 1603 -- --
114.26 0.501 11.7 -2.51 0.95 -- -0.853 -- 0.341 0.21 -- -- -- --
117.28 0.507 11.7 -2.48 0.954 -- -- -- 0.346 0.00739 -- -- -- --
98.01 0.461 11.7 -2.19 -- -2.19 -- -- 0.555 -- 1.212 1618 -- --
201.95 0.662 11.7 -- 1.17 -2.15 -- -- 0.784 23.9 0.1262 1413 -- --
174.58 0.617 11.7 -2.45 -- -- -- -- 0.359 -- -- -- -- --
278.82 0.781 11.7 -- 0.922 -- -- -- 0.622 23.9 -- -- -- --
209.09 0.673 11.7 -- -- -3.01 -- -- 0.866 -- 0.69 1567 -- --
332.4 0.851 11.7 -- -- -- -- -- 0.631 -- -- -- -- --

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 82.49 radiation 1.0 1440 < th dose dependent rect. 5 12
2 82.55 radiation 1.0 1440 < th dose dependent rect. 19 22
6 82.72 radiation 1.0 1440 < th dose dependent rect. 22 19
13 84.56 radiation 1.0 1440 < th dose independent rect. 18 23
14 84.63 radiation 1.0 1440 > th dose independent rect. 18 23
15 85.01 radiation 1.0 1440 < th dose dependent sin 1 NA
16 85.20 radiation 1.0 1440 > th dose independent rect. 11 21
18 85.33 radiation 1.0 1440 < th dose independent rect. 11 21
19 85.37 humidity 80.0 1440 < th dose independent rect. 7 7
27 85.56 radiation 1.0 4320 < th dose dependent rect. 15 2
29 85.62 radiation 1.0 1440 < th dose independent rect. 5 12
31 85.67 radiation 1.0 1440 > th dose independent rect. 5 12
55 85.91 radiation 1.0 1440 > th dose independent sin 1 NA
60 85.94 radiation 1.0 1440 < th dose independent rect. 22 19
64 85.99 radiation 1.0 1440 < th dose independent sin 1 NA
93 86.35 radiation 1.0 1440 < th dose independent rect. 5 18
106 86.39 radiation 1.0 1440 < th dose independent rect. 5 16
116 86.51 radiation 1.0 1440 > th dose independent no NA NA
185 86.61 radiation 1.0 1440 < th dose independent rect. 22 23
187 86.62 radiation 1.0 1440 < th dose independent no NA NA
206 86.67 radiation 1.0 1440 < th dose dependent rect. 11 21
225 86.87 radiation 1.0 1440 < th dose dependent rect. 5 18
233 86.93 radiation 1.0 1440 < th dose dependent rect. 5 16
236 86.97 radiation 1.0 1440 > th dose independent rect. 16 23
253 87.04 radiation 1.0 1440 < th dose independent rect. 16 23
263 87.08 humidity 80.0 1440 > th dose independent rect. 7 7
270 87.11 radiation 1.0 1440 < th dose dependent no NA NA
274 87.11 radiation 1.0 1440 < th dose dependent rect. 22 23
352 87.46 precipitation 0.1 14400 < th dose independent rect. 5 1
354 87.46 precipitation 0.1 14400 < th dose dependent rect. 5 1
371 87.56 precipitation 0.1 14400 > th dose dependent rect. 5 1
373 87.57 precipitation 0.1 14400 > th dose independent rect. 5 1
383 87.74 humidity 80.0 14400 < th dose independent rect. 19 3
384 87.74 humidity 80.0 14400 > th dose independent rect. 18 5
391 87.82 humidity 80.0 14400 > th dose independent rect. 19 3
420 87.96 humidity 60.0 14400 > th dose independent rect. 1 7
431 88.03 humidity 90.0 14400 < th dose dependent rect. 21 1
433 88.04 humidity 60.0 14400 > th dose independent rect. 23 9
473 88.21 wind 7.0 4320 < th dose independent rect. 17 1
492 88.34 humidity 80.0 1440 < th dose independent sin 3 NA
504 88.40 radiation 1.0 4320 < th dose dependent rect. 9 8
527 88.57 humidity 50.0 14400 > th dose dependent rect. 20 2
537 88.64 radiation 1.0 1440 > th dose independent sin 13 NA
562 88.80 radiation 1.0 1440 < th dose independent sin 13 NA
603 89.06 wind 1.0 43200 < th dose independent rect. 19 10
608 89.09 wind 7.0 4320 > th dose independent rect. 17 1
622 89.17 radiation 1.0 1440 < th dose dependent rect. 11 12
625 89.18 radiation 1.0 1440 < th dose dependent rect. 11 14
637 89.25 radiation 1.0 1440 < th dose dependent rect. 11 10
653 89.35 radiation 20.0 14400 > th dose independent rect. 16 2
670 89.36 wind 1.0 43200 > th dose independent rect. 18 11
691 89.46 humidity 80.0 1440 > th dose independent sin 2 NA
694 89.46 radiation 20.0 14400 > th dose dependent rect. 16 1
751 89.63 wind 1.0 43200 < th dose independent rect. 20 8
758 89.66 radiation 40.0 14400 < th dose dependent rect. 18 8
762 89.68 humidity 70.0 14400 < th dose independent rect. 14 17
774 89.71 humidity 70.0 14400 < th dose independent rect. 14 8
811 89.75 radiation 1.0 1440 > th dose independent rect. 11 8
829 89.79 humidity 80.0 43200 > th dose dependent rect. 10 1
841 89.83 humidity 70.0 14400 < th dose independent sin 14 NA
879 89.91 humidity 70.0 14400 > th dose independent sin 14 NA
884 89.92 humidity 70.0 14400 > th dose independent rect. 14 18
925 89.98 humidity 70.0 14400 > th dose independent rect. 14 9
939 89.99 humidity 80.0 43200 > th dose independent rect. 13 1
984 90.07 humidity 70.0 1440 > th dose independent rect. 18 18