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Os04g0645100

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

Description : Tetratricopeptide-like helical domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.3 (0.0192) R2 : 0.374
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.736 (0.0499) R2dC : 0.301 R2C : 0.269
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.31 (0.0403) R2dN8 : 0.105 R2N8 : 0.0732
σ : 0.361
deviance : 59.59
__
_____
C
peak time of C : 6.98
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 = precipitation, 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
46.11 0.319 13.4 -0.155 0.736 -0.522 0.506 -0.749 -0.412 6.83 0.3478 6192 -- --
46.28 0.317 13.4 -0.115 0.732 -0.656 0.521 -- -0.416 6.82 0.4197 6337 -- --
46.75 0.318 13.4 -0.147 0.737 -0.522 -- -0.716 -0.413 6.89 0.3533 6230 -- --
46.88 0.319 13.4 -0.118 0.737 -0.658 -- -- -0.417 6.9 0.4199 6340 -- --
75.31 0.404 13.4 -0.14 -- -0.496 -- -0.692 -0.391 -- 0.3483 6230 -- --
56.35 0.352 13.4 -0.33 0.739 -- 0.446 -- -0.345 6.91 -- -- -- --
56.86 0.353 13.4 -0.322 0.74 -- -- -- -0.346 6.95 -- -- -- --
75.27 0.404 13.4 -0.106 -- -0.674 -- -- -0.407 -- 0.4013 6230 -- --
47.22 0.32 13.4 -- 0.73 -0.691 -- -- -0.412 6.91 0.4309 6340 -- --
85.58 0.432 13.4 -0.307 -- -- -- -- -0.332 -- -- -- -- --
59.59 0.361 13.3 -- 0.736 -- -- -- -0.31 6.98 -- -- -- --
75.54 0.405 13.4 -- -- -0.704 -- -- -0.398 -- 0.4129 6230 -- --
88.06 0.438 13.4 -- -- -- -- -- -0.298 -- -- -- -- --

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 45.24 temperature 10.0 90 > th dose dependent rect. 7 17
2 45.54 temperature 10.0 10 > th dose dependent rect. 8 17
3 45.62 temperature 30.0 90 < th dose independent rect. 12 19
5 45.79 radiation 10.0 90 > th dose independent sin 5 NA
6 45.83 humidity 60.0 90 > th dose independent rect. 12 19
9 45.89 radiation 20.0 10 < th dose dependent sin 4 NA
16 46.15 atmosphere 1000.0 90 > th dose independent rect. 12 19
17 46.16 radiation 10.0 10 > th dose independent sin 4 NA
18 46.17 precipitation 0.1 4320 > th dose dependent sin 0 NA
19 46.21 radiation 10.0 90 > th dose independent rect. 17 20
20 46.23 radiation 20.0 90 < th dose dependent sin 5 NA
26 46.32 radiation 10.0 43200 < th dose dependent rect. 19 7
29 46.35 atmosphere 1000.0 10 > th dose independent rect. 12 20
32 46.37 precipitation 0.1 4320 > th dose independent rect. 12 7
39 46.42 radiation 10.0 90 < th dose independent rect. 1 16
43 46.46 radiation 10.0 90 > th dose independent rect. 6 7
44 46.46 precipitation 0.1 4320 < th dose independent rect. 12 7
58 46.46 precipitation 0.1 4320 < th dose dependent rect. 12 7
59 46.48 atmosphere 995.0 90 > th dose dependent rect. 12 19
70 46.54 radiation 10.0 270 < th dose dependent sin 9 NA
74 46.57 precipitation 0.1 4320 > th dose independent rect. 4 14
79 46.58 temperature 30.0 10 < th dose dependent rect. 1 17
83 46.59 temperature 10.0 270 > th dose dependent rect. 18 17
87 46.60 precipitation 0.1 4320 > th dose dependent rect. 3 16
91 46.63 radiation 10.0 10 > th dose independent rect. 16 22
93 46.67 radiation 10.0 10 > th dose independent rect. 7 7
94 46.67 precipitation 0.1 4320 < th dose independent rect. 4 14
95 46.67 precipitation 0.1 4320 < th dose dependent rect. 4 14
114 46.69 radiation 10.0 90 < th dose independent sin 5 NA
145 46.79 precipitation 0.1 43200 > th dose dependent rect. 17 3
149 46.80 atmosphere 995.0 10 > th dose dependent rect. 13 19
153 46.81 precipitation 0.1 4320 > th dose dependent rect. 12 8
169 46.85 temperature 10.0 90 > th dose dependent rect. 7 5
193 46.90 radiation 10.0 10 > th dose independent rect. 7 5
200 46.90 precipitation 0.1 4320 > th dose dependent rect. 4 20
213 46.92 precipitation 0.1 4320 > th dose dependent rect. 22 21
243 46.95 precipitation 0.1 4320 > th dose dependent rect. 12 14
245 46.95 precipitation 0.1 4320 > th dose dependent rect. 9 17
278 46.99 temperature 15.0 10 > th dose dependent rect. 7 5
280 46.99 radiation 20.0 90 < th dose dependent rect. 1 16
288 47.00 temperature 10.0 270 > th dose dependent rect. 7 2
294 47.02 precipitation 0.1 4320 > th dose independent sin 23 NA
312 47.06 precipitation 0.1 4320 < th dose independent sin 23 NA
314 47.06 precipitation 0.1 4320 < th dose dependent sin 23 NA
347 47.11 radiation 20.0 10 < th dose dependent rect. 1 15
362 47.14 temperature 30.0 270 < th dose independent rect. 11 7
443 47.25 precipitation 0.1 4320 > th dose dependent rect. 19 23
455 47.27 humidity 90.0 90 < th dose independent rect. 7 5
468 47.29 radiation 1.0 270 > th dose independent rect. 7 2
473 47.30 radiation 40.0 10 < th dose dependent rect. 13 19
481 47.31 radiation 20.0 10 < th dose dependent rect. 1 17
482 47.31 precipitation 0.1 4320 > th dose dependent rect. 12 18
501 47.32 precipitation 0.1 4320 > th dose dependent rect. 9 21
512 47.34 radiation 10.0 10 < th dose independent rect. 1 15
527 47.35 precipitation 0.1 4320 > th dose independent rect. 16 5
557 47.37 precipitation 0.1 4320 > th dose dependent no NA NA
570 47.38 humidity 50.0 10 > th dose dependent rect. 13 19
573 47.38 precipitation 0.1 4320 > th dose dependent rect. 16 23
582 47.40 precipitation 0.1 4320 > th dose independent rect. 17 3
583 47.40 humidity 90.0 10 < th dose independent rect. 7 6
593 47.41 radiation 10.0 10 < th dose independent sin 4 NA
601 47.43 precipitation 0.1 4320 < th dose independent rect. 16 5
606 47.43 precipitation 0.1 4320 < th dose dependent rect. 16 5
621 47.46 precipitation 0.1 4320 < th dose independent rect. 17 3
623 47.46 precipitation 0.1 4320 < th dose dependent rect. 17 3
638 47.47 temperature 20.0 10 > th dose dependent rect. 22 14
663 47.51 temperature 20.0 10 > th dose dependent sin 5 NA
699 47.54 humidity 50.0 90 > th dose dependent rect. 12 19
720 47.55 radiation 10.0 270 < th dose dependent rect. 22 20
740 47.57 temperature 20.0 90 > th dose dependent rect. 21 15
763 47.60 radiation 10.0 270 < th dose dependent rect. 22 16
776 47.62 radiation 10.0 270 > th dose independent sin 10 NA
777 47.62 radiation 10.0 270 < th dose independent sin 10 NA
841 47.67 radiation 10.0 90 < th dose independent rect. 24 10
852 47.68 radiation 40.0 90 < th dose independent rect. 12 19
944 47.77 radiation 10.0 270 < th dose dependent rect. 22 10