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Os02g0230200

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.75 (0.0227) R2 : 5.9e-05
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.00784 (0.0478) R2dN8 : 7.61e-05 R2N8 : 5.9e-05
σ : 0.428
deviance : 84.02
__
_____
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 = temperature, 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
64.69 0.378 8.79 -0.0167 0.252 0.554 0.75 -0.546 -0.106 18 20.2 757 -- --
65.43 0.377 8.78 0.0741 0.231 0.621 0.642 -- -0.0847 17.8 20.28 681 -- --
66.03 0.378 8.78 -0.0041 0.256 0.574 -- -0.439 -0.103 18.1 20.2 758 -- --
66.49 0.38 8.77 0.0766 0.235 0.62 -- -- -0.0831 18.1 20.21 674 -- --
69.01 0.387 8.78 0.00151 -- 0.627 -- -0.305 -0.11 -- 20.29 658 -- --
75.99 0.409 8.75 0.309 0.296 -- 0.678 -- 0.0443 18.5 -- -- -- --
77.01 0.411 8.75 0.298 0.301 -- -- -- 0.0457 19 -- -- -- --
69.28 0.388 8.77 0.0573 -- 0.66 -- -- -0.0956 -- 20.21 640 -- --
66.63 0.38 8.77 -- 0.231 0.642 -- -- -0.0951 18.2 20.2 675 -- --
81.78 0.423 8.74 0.292 -- -- -- -- 0.0402 -- -- -- -- --
79.34 0.417 8.75 -- 0.298 -- -- -- 0.0125 19.1 -- -- -- --
69.36 0.388 8.77 -- -- 0.677 -- -- -0.105 -- 20.25 639 -- --
84.02 0.428 8.75 -- -- -- -- -- 0.00784 -- -- -- -- --

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 63.54 wind 7 4320 < th dose independent rect. 15 1
2 63.57 wind 7 4320 > th dose independent rect. 15 1
4 63.87 temperature 20 720 > th dose independent rect. 19 12
5 63.89 radiation 10 4320 < th dose dependent rect. 19 10
7 64.13 wind 7 4320 > th dose independent rect. 15 4
13 64.28 temperature 20 720 > th dose independent sin 11 NA
15 64.29 temperature 20 720 < th dose independent sin 11 NA
19 64.33 temperature 20 720 < th dose independent rect. 20 20
28 64.41 temperature 20 720 > th dose independent rect. 19 22
29 64.42 temperature 20 720 > th dose independent rect. 12 19
33 64.45 temperature 20 720 < th dose independent rect. 19 15
38 64.46 temperature 20 720 > th dose independent rect. 12 23
48 64.51 temperature 20 720 > th dose independent rect. 10 21
49 64.52 radiation 1 1440 > th dose independent rect. 10 3
52 64.52 temperature 20 720 < th dose independent rect. 22 6
53 64.52 temperature 20 720 > th dose independent rect. 12 21
57 64.53 temperature 20 720 > th dose independent rect. 14 17
58 64.53 temperature 20 720 > th dose independent rect. 8 23
66 64.55 wind 7 4320 > th dose dependent rect. 17 2
94 64.62 radiation 10 4320 < th dose independent rect. 19 10
97 64.64 temperature 20 720 < th dose independent rect. 23 4
134 64.74 radiation 1 1440 > th dose independent rect. 4 1
147 64.74 radiation 1 1440 > th dose dependent rect. 4 1
180 64.80 wind 7 4320 > th dose independent rect. 17 2
204 64.86 temperature 20 720 > th dose independent no NA NA
222 64.90 temperature 20 720 > th dose independent rect. 1 23
243 64.95 temperature 20 720 < th dose independent rect. 8 23
245 64.98 temperature 20 720 < th dose independent no NA NA
248 64.98 temperature 20 720 > th dose independent rect. 23 23
267 65.05 temperature 20 720 > th dose independent rect. 3 23
288 65.11 humidity 90 14400 > th dose dependent rect. 6 1
292 65.14 temperature 20 1440 > th dose independent rect. 22 3
303 65.16 wind 7 4320 < th dose independent rect. 17 2
310 65.17 temperature 20 720 < th dose independent rect. 5 23
313 65.18 wind 7 4320 > th dose dependent rect. 15 1
314 65.18 wind 7 4320 > th dose dependent rect. 15 6
319 65.21 radiation 1 1440 < th dose independent rect. 9 3
329 65.21 radiation 1 1440 < th dose dependent rect. 9 3
360 65.29 atmosphere 995 43200 > th dose independent rect. 2 17
387 65.37 wind 7 4320 > th dose dependent rect. 15 4
391 65.38 atmosphere 995 43200 < th dose independent rect. 2 17
398 65.40 atmosphere 995 43200 < th dose independent sin 19 NA
408 65.41 atmosphere 995 43200 > th dose independent rect. 8 17
409 65.42 atmosphere 995 43200 > th dose independent sin 19 NA
413 65.42 atmosphere 995 43200 > th dose independent rect. 6 19
419 65.44 atmosphere 995 43200 < th dose independent rect. 9 16
455 65.50 atmosphere 995 43200 < th dose independent rect. 11 13
467 65.51 atmosphere 995 43200 < th dose independent rect. 7 19
470 65.52 atmosphere 995 43200 > th dose independent rect. 10 14
502 65.58 humidity 90 14400 > th dose independent rect. 6 1
529 65.62 atmosphere 995 43200 < th dose independent rect. 23 15
534 65.63 wind 7 4320 > th dose independent rect. 13 12
540 65.63 humidity 70 14400 < th dose dependent rect. 21 1
552 65.64 atmosphere 995 43200 < th dose independent rect. 12 11
553 65.64 wind 7 4320 < th dose independent rect. 13 12
580 65.69 temperature 20 1440 < th dose independent rect. 1 1
583 65.69 atmosphere 995 43200 > th dose independent rect. 11 12
589 65.69 atmosphere 995 43200 < th dose dependent rect. 14 9
593 65.71 atmosphere 995 43200 > th dose independent sin 3 NA
605 65.72 atmosphere 995 43200 > th dose independent rect. 24 14
610 65.74 temperature 20 1440 < th dose independent rect. 6 1
618 65.75 radiation 10 4320 < th dose dependent rect. 22 7
625 65.76 atmosphere 995 43200 < th dose dependent sin 8 NA
655 65.80 humidity 90 14400 < th dose independent rect. 6 2
667 65.82 atmosphere 995 43200 < th dose independent sin 3 NA
669 65.82 atmosphere 995 43200 < th dose independent rect. 2 9
670 65.82 atmosphere 995 43200 > th dose independent rect. 2 10
673 65.82 humidity 70 14400 > th dose dependent rect. 17 15
683 65.84 atmosphere 995 43200 > th dose independent rect. 3 8
695 65.86 atmosphere 995 43200 < th dose dependent rect. 23 11
697 65.87 atmosphere 995 43200 < th dose independent rect. 4 5
698 65.87 atmosphere 995 43200 < th dose independent rect. 3 7
702 65.87 atmosphere 995 43200 < th dose dependent rect. 2 7
713 65.89 atmosphere 995 43200 < th dose independent rect. 5 3
728 65.90 humidity 80 14400 > th dose dependent rect. 4 4
732 65.91 temperature 20 1440 > th dose independent rect. 6 1
740 65.91 humidity 70 14400 > th dose dependent rect. 20 14
743 65.92 atmosphere 995 43200 > th dose independent rect. 4 6
753 65.92 humidity 70 14400 > th dose dependent sin 9 NA
756 65.92 atmosphere 995 43200 < th dose dependent rect. 13 11
759 65.92 atmosphere 995 43200 < th dose dependent rect. 11 22
791 65.96 atmosphere 995 43200 < th dose dependent rect. 12 13
853 66.02 humidity 70 14400 > th dose dependent rect. 17 8
870 66.03 humidity 70 14400 > th dose dependent rect. 17 10
891 66.04 humidity 90 14400 > th dose dependent rect. 5 14
893 66.04 atmosphere 995 43200 < th dose dependent rect. 10 19
919 66.06 humidity 80 14400 > th dose dependent rect. 20 3
936 66.07 atmosphere 995 43200 < th dose dependent rect. 11 15
945 66.08 temperature 20 10 > th dose independent rect. 12 21
951 66.08 humidity 90 14400 > th dose dependent rect. 5 11
965 66.09 atmosphere 995 43200 < th dose dependent rect. 4 4