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Os01g0969700

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

Description : Protein kinase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.9 (0.0278) R2 : 0.644
β1 : -2.74 (0.105) R2dD : 0.599 R2D : 0.454
β2 : 0.668 (0.0663) R2dC : 0.0797 R2C : 0.075
β3 : -1.1 (0.0965) R2dE : 0.106 R2E : -0.0195
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0915 (0.0594) R2dN8 : 0.00259 R2N8 : -0.0127
σ : 0.519
deviance : 124.13
__
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C
peak time of C : 22.8
E
wheather : atmosphere
threshold : 1008
memory length : 4243
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 = atmosphere, 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
117.5 0.509 5.88 -2.5 0.673 -1.11 1.02 -0.986 -0.0716 22.9 1008 4298 -- --
120.2 0.511 5.89 -2.63 0.696 -1.06 1.11 -- -0.0595 22.7 1008 4276 -- --
121.83 0.514 5.88 -2.55 0.667 -1.12 -- -0.94 -0.0746 23 1008 4317 -- --
124.13 0.519 5.9 -2.74 0.668 -1.1 -- -- -0.0915 22.8 1008 4243 -- --
149.47 0.569 5.86 -2.57 -- -1.15 -- -0.913 -0.0681 -- 1008 4275 -- --
154.2 0.582 5.88 -2.41 0.68 -- 1.01 -- -0.0312 23.2 -- -- -- --
158.53 0.59 5.88 -2.46 0.675 -- -- -- -0.0353 23.3 -- -- -- --
151.43 0.573 5.87 -2.71 -- -1.19 -- -- -0.0371 -- 1008 3675 -- --
301.92 0.809 5.82 -- 0.622 -0.989 -- -- 0.185 23.2 1014 3695 -- --
187.07 0.639 5.87 -2.44 -- -- -- -- -0.0288 -- -- -- -- --
317.52 0.834 5.82 -- 0.652 -- -- -- 0.238 23.1 -- -- -- --
327.13 0.842 5.83 -- -- -1.04 -- -- 0.158 -- 1014 3680 -- --
343.99 0.866 5.81 -- -- -- -- -- 0.242 -- -- -- -- --

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
1 115.55 humidity 70.0 14400 < th dose independent rect. 19 12
2 115.61 wind 5.0 43200 < th dose independent rect. 6 8
5 115.66 humidity 70.0 14400 < th dose independent rect. 19 2
15 115.76 radiation 10.0 14400 < th dose independent rect. 11 19
16 115.77 wind 5.0 43200 > th dose independent rect. 6 8
18 115.80 radiation 10.0 14400 < th dose independent rect. 14 16
22 115.91 radiation 40.0 14400 < th dose independent rect. 16 17
24 115.93 radiation 40.0 14400 < th dose independent rect. 6 3
26 115.96 radiation 40.0 14400 < th dose independent rect. 1 8
30 115.99 radiation 10.0 14400 < th dose independent sin 15 NA
51 116.15 wind 3.0 43200 > th dose dependent rect. 8 5
52 116.17 wind 5.0 43200 > th dose independent rect. 9 4
55 116.20 wind 5.0 43200 < th dose independent rect. 10 2
58 116.20 wind 3.0 43200 > th dose dependent rect. 9 3
59 116.23 wind 5.0 43200 > th dose independent rect. 10 2
66 116.27 wind 5.0 43200 > th dose independent sin 4 NA
68 116.29 wind 5.0 43200 < th dose independent sin 4 NA
70 116.29 radiation 10.0 14400 < th dose independent rect. 11 8
102 116.41 wind 5.0 43200 > th dose independent rect. 20 20
110 116.51 atmosphere 1010.0 4320 > th dose independent rect. 11 1
111 116.51 radiation 10.0 14400 < th dose independent rect. 14 5
122 116.51 wind 5.0 43200 < th dose independent rect. 24 15
127 116.53 wind 5.0 43200 < th dose independent rect. 20 20
130 116.54 wind 5.0 43200 > th dose independent rect. 24 15
133 116.55 atmosphere 1010.0 4320 < th dose independent rect. 11 1
220 116.85 wind 5.0 43200 > th dose dependent rect. 19 19
234 116.93 radiation 40.0 14400 > th dose dependent rect. 7 2
254 116.98 precipitation 0.1 43200 < th dose independent rect. 20 1
255 116.98 precipitation 0.1 43200 < th dose dependent rect. 20 1
257 116.99 precipitation 0.1 43200 > th dose dependent rect. 20 1
259 117.02 humidity 50.0 4320 < th dose independent rect. 12 5
267 117.11 precipitation 0.1 43200 > th dose independent rect. 20 1
291 117.24 atmosphere 1010.0 4320 < th dose independent rect. 9 3
294 117.25 atmosphere 1010.0 4320 > th dose independent rect. 9 3
349 117.46 wind 5.0 43200 > th dose dependent sin 5 NA
352 117.47 atmosphere 1010.0 4320 > th dose dependent rect. 8 14
363 117.51 wind 9.0 43200 < th dose independent rect. 19 6
374 117.54 humidity 50.0 4320 > th dose independent rect. 12 5
380 117.56 atmosphere 1010.0 4320 > th dose dependent rect. 19 2
383 117.57 atmosphere 1010.0 4320 > th dose dependent rect. 9 2
406 117.65 wind 9.0 43200 < th dose independent rect. 19 10
419 117.69 radiation 10.0 14400 < th dose independent rect. 14 23
426 117.71 radiation 20.0 1440 < th dose dependent rect. 18 2
434 117.73 humidity 50.0 4320 < th dose independent rect. 9 8
455 117.74 radiation 30.0 14400 < th dose independent sin 11 NA
456 117.74 wind 9.0 43200 > th dose independent rect. 19 7
464 117.76 radiation 10.0 14400 < th dose independent no NA NA
466 117.76 radiation 10.0 14400 < th dose independent rect. 4 15
502 117.76 radiation 10.0 14400 < th dose independent rect. 4 23
558 117.80 atmosphere 1010.0 4320 > th dose dependent sin 21 NA
561 117.81 radiation 10.0 14400 < th dose independent rect. 16 23
564 117.82 wind 9.0 43200 > th dose independent rect. 19 9
580 117.85 atmosphere 1010.0 4320 > th dose dependent rect. 8 6
593 117.86 radiation 40.0 14400 < th dose dependent rect. 18 2
605 117.89 radiation 10.0 14400 < th dose independent rect. 14 1
611 117.89 wind 9.0 43200 < th dose dependent rect. 8 4
651 117.95 atmosphere 1010.0 4320 > th dose dependent rect. 13 9
659 117.96 radiation 1.0 43200 < th dose dependent rect. 20 6
809 118.15 atmosphere 1010.0 4320 > th dose dependent rect. 13 23
817 118.18 humidity 70.0 14400 > th dose independent rect. 19 2
824 118.18 atmosphere 1010.0 4320 > th dose dependent rect. 18 23
829 118.19 atmosphere 1010.0 4320 > th dose dependent no NA NA
838 118.19 atmosphere 1010.0 4320 > th dose dependent rect. 23 23
854 118.22 humidity 50.0 4320 < th dose independent rect. 15 23
863 118.23 precipitation 0.1 43200 > th dose dependent rect. 17 5
965 118.34 radiation 30.0 14400 < th dose independent rect. 15 20