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Os11g0204800

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

Description : Similar to Wali7 protein (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.7 (0.0228) R2 : 0.178
β1 : -0.779 (0.0835) R2dD : 0.163 R2D : 0.115
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.25 (0.0487) R2dN8 : 0.0636 R2N8 : 0.0151
σ : 0.428
deviance : 83.79
__
_____
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 = radiation, 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
64.17 0.376 10.8 -0.884 0.112 -0.932 -0.705 0.00457 -0.412 12.7 4.867 1438 -- --
64.15 0.373 10.8 -0.887 0.104 -0.951 -0.708 -- -0.415 12.8 4.686 1442 -- --
66.2 0.379 10.8 -0.908 0.102 -0.989 -- 0.0402 -0.422 13.7 4.881 1447 -- --
66.2 0.379 10.8 -0.917 0.0952 -0.983 -- -- -0.424 13.9 4.884 1447 -- --
66.25 0.379 10.8 -0.907 -- -1.01 -- 0.337 -0.419 -- 5.267 1477 -- --
79.94 0.419 10.7 -0.743 0.0991 -- -0.864 -- -0.244 12.6 -- -- -- --
83.14 0.427 10.7 -0.776 0.102 -- -- -- -0.248 12.9 -- -- -- --
66.31 0.379 10.8 -0.915 -- -1.04 -- -- -0.426 -- 4.872 1477 -- --
83.82 0.426 10.7 -- 0.00514 -0.851 -- -- -0.311 2.05 9.999 1510 -- --
83.79 0.428 10.7 -0.779 -- -- -- -- -0.25 -- -- -- -- --
98.99 0.465 10.7 -- 0.115 -- -- -- -0.161 13.2 -- -- -- --
83.81 0.426 10.7 -- -- -0.837 -- -- -0.309 -- 10 1510 -- --
99.81 0.466 10.7 -- -- -- -- -- -0.163 -- -- -- -- --

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 62.89 temperature 20 14400 < th dose independent rect. 24 1
3 63.04 temperature 20 14400 > th dose independent rect. 23 1
6 63.18 temperature 20 14400 < th dose independent rect. 21 5
21 63.60 temperature 20 14400 < th dose independent rect. 13 16
25 63.63 temperature 20 14400 < th dose independent rect. 18 11
30 63.65 temperature 20 14400 < th dose independent sin 14 NA
66 63.75 temperature 20 14400 > th dose independent rect. 13 17
82 63.83 temperature 20 14400 > th dose independent sin 14 NA
85 63.85 temperature 20 14400 > th dose independent rect. 18 11
222 64.28 radiation 1 1440 < th dose dependent rect. 9 8
238 64.36 humidity 80 14400 > th dose independent rect. 17 1
295 64.51 radiation 1 1440 < th dose dependent rect. 7 11
324 64.58 temperature 20 14400 > th dose independent rect. 3 23
326 64.59 temperature 20 14400 < th dose independent rect. 18 22
327 64.60 humidity 80 14400 < th dose independent rect. 17 1
329 64.60 temperature 20 14400 < th dose independent rect. 19 20
332 64.60 temperature 20 14400 > th dose independent rect. 18 22
350 64.63 radiation 1 1440 < th dose dependent sin 23 NA
355 64.65 temperature 20 14400 < th dose independent rect. 3 23
366 64.66 wind 9 43200 > th dose dependent rect. 20 10
374 64.68 temperature 20 14400 < th dose independent no NA NA
386 64.69 temperature 20 14400 > th dose independent no NA NA
426 64.76 temperature 20 14400 < th dose independent rect. 23 23
427 64.76 temperature 10 14400 > th dose dependent rect. 17 1
438 64.80 temperature 20 14400 > th dose independent rect. 23 23
449 64.82 temperature 25 14400 < th dose dependent rect. 13 1
450 64.83 wind 3 43200 > th dose independent rect. 8 1
457 64.84 wind 5 43200 < th dose dependent rect. 8 1
458 64.84 temperature 30 14400 < th dose dependent rect. 17 2
459 64.85 humidity 80 1440 > th dose independent rect. 6 15
464 64.86 wind 3 43200 < th dose independent rect. 8 1
501 64.95 humidity 80 1440 < th dose independent rect. 6 15
568 65.07 wind 3 43200 > th dose independent rect. 7 3
579 65.07 temperature 25 14400 < th dose dependent rect. 12 14
607 65.14 humidity 70 1440 > th dose independent rect. 17 22
625 65.16 wind 9 43200 > th dose dependent rect. 20 4
649 65.19 humidity 80 1440 < th dose independent rect. 6 9
650 65.19 wind 9 43200 < th dose dependent rect. 8 1
690 65.24 temperature 25 14400 < th dose dependent sin 17 NA
729 65.28 wind 1 43200 > th dose dependent rect. 7 3
790 65.33 radiation 10 1440 < th dose dependent rect. 8 14
795 65.34 wind 1 43200 > th dose dependent rect. 8 1
830 65.36 radiation 10 1440 < th dose dependent rect. 8 19
847 65.38 wind 3 43200 < th dose independent rect. 7 3
861 65.39 radiation 10 1440 > th dose independent rect. 16 22
868 65.40 radiation 1 1440 < th dose independent sin 23 NA
920 65.44 humidity 70 720 > th dose dependent rect. 19 2
941 65.46 temperature 10 14400 > th dose dependent sin 16 NA
950 65.46 radiation 20 1440 < th dose dependent rect. 11 22
954 65.47 wind 1 14400 < th dose dependent rect. 2 3
971 65.48 wind 1 14400 < th dose independent rect. 2 4
980 65.49 humidity 90 720 > th dose dependent rect. 20 1