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Os03g0625700

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

Description : Similar to Roothairless 1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.04 (0.0208) R2 : 0.125
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.355 (0.0439) R2dN8 : 0.162 R2N8 : 0.125
σ : 0.393
deviance : 70.76
__
_____
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 = humidity, 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
43.48 0.31 5.99 0.629 0.433 0.46 -0.377 0.606 0.475 6.52 79.7 1322 -- --
43.74 0.308 5.99 0.687 0.376 0.518 -0.308 -- 0.489 7.24 78.74 1628 -- --
43.83 0.308 5.99 0.624 0.431 0.459 -- 0.62 0.477 6.57 79.67 1327 -- --
43.96 0.309 5.99 0.677 0.342 0.546 -- -- 0.498 7.48 78.1 1732 -- --
47.36 0.321 6 0.72 -- 0.698 -- -0.199 0.534 -- 69.87 2035 -- --
47.32 0.322 6.01 0.732 0.413 -- -0.34 -- 0.428 6.87 -- -- -- --
47.61 0.323 6.01 0.726 0.412 -- -- -- 0.429 6.97 -- -- -- --
47.41 0.321 6 0.697 -- 0.684 -- -- 0.528 -- 70 2034 -- --
54.85 0.345 6 -- 0.311 0.673 -- -- 0.479 7.29 84.31 1849 -- --
56.52 0.351 6.02 0.735 -- -- -- -- 0.436 -- -- -- -- --
61.51 0.367 6.03 -- 0.42 -- -- -- 0.348 6.86 -- -- -- --
58.8 0.357 6 -- -- 0.872 -- -- 0.5 -- 80.98 1990 -- --
70.76 0.393 6.04 -- -- -- -- -- 0.355 -- -- -- -- --

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 43.05 humidity 70.0 1440 > th dose dependent rect. 24 14
17 43.18 humidity 70.0 1440 > th dose dependent sin 5 NA
20 43.19 humidity 80.0 1440 > th dose dependent sin 3 NA
31 43.23 precipitation 0.1 14400 > th dose dependent rect. 11 5
33 43.24 precipitation 0.1 14400 > th dose dependent rect. 13 3
54 43.30 precipitation 0.1 14400 < th dose independent rect. 13 3
56 43.30 precipitation 0.1 14400 < th dose dependent rect. 13 3
57 43.31 precipitation 0.1 14400 > th dose independent rect. 13 3
137 43.45 precipitation 0.1 43200 > th dose dependent rect. 19 1
195 43.54 humidity 90.0 720 > th dose dependent rect. 5 17
201 43.54 humidity 80.0 1440 > th dose dependent rect. 13 23
204 43.55 humidity 80.0 1440 > th dose dependent no NA NA
242 43.59 humidity 80.0 1440 > th dose dependent rect. 5 23
255 43.61 humidity 80.0 1440 > th dose dependent rect. 8 23
294 43.66 humidity 80.0 1440 < th dose independent rect. 11 2
301 43.67 humidity 90.0 1440 < th dose independent rect. 1 14
342 43.71 humidity 90.0 1440 < th dose independent sin 3 NA
343 43.71 humidity 90.0 720 > th dose dependent sin 23 NA
352 43.73 humidity 90.0 1440 < th dose independent rect. 19 19
385 43.76 humidity 90.0 1440 > th dose independent rect. 1 20
428 43.79 humidity 70.0 1440 > th dose dependent rect. 10 3
433 43.80 humidity 90.0 1440 > th dose independent sin 2 NA
446 43.80 precipitation 0.1 4320 > th dose dependent rect. 23 18
456 43.81 humidity 90.0 1440 < th dose independent rect. 1 17
462 43.81 precipitation 0.1 4320 > th dose dependent rect. 2 15
470 43.82 humidity 90.0 1440 < th dose independent rect. 24 19
491 43.83 humidity 90.0 1440 > th dose independent rect. 19 19
496 43.83 humidity 90.0 1440 > th dose independent rect. 17 21
525 43.85 wind 1.0 43200 < th dose independent rect. 1 2
548 43.86 humidity 80.0 1440 > th dose independent rect. 10 3
573 43.87 precipitation 0.1 43200 > th dose independent rect. 19 1
574 43.87 precipitation 0.1 43200 < th dose independent rect. 19 1
581 43.87 precipitation 0.1 43200 < th dose dependent rect. 19 1
593 43.88 humidity 80.0 1440 > th dose independent rect. 11 1
599 43.88 wind 1.0 30 < th dose dependent rect. 1 2
612 43.89 humidity 80.0 1440 > th dose independent rect. 22 17
629 43.90 humidity 80.0 1440 < th dose independent rect. 9 5
634 43.90 humidity 90.0 1440 > th dose independent rect. 17 18
644 43.90 humidity 90.0 1440 > th dose independent rect. 19 23
710 43.92 humidity 70.0 1440 > th dose dependent rect. 9 5
726 43.93 humidity 90.0 1440 < th dose independent rect. 4 11
756 43.94 precipitation 0.1 4320 < th dose independent rect. 23 18
772 43.94 precipitation 0.1 4320 < th dose dependent rect. 23 18
778 43.95 humidity 90.0 1440 > th dose independent no NA NA
780 43.95 precipitation 0.1 4320 > th dose independent rect. 2 15
781 43.95 precipitation 0.1 4320 < th dose independent rect. 2 15
786 43.95 precipitation 0.1 4320 > th dose independent rect. 23 18
793 43.95 humidity 90.0 1440 > th dose independent rect. 13 23
804 43.95 precipitation 0.1 4320 < th dose dependent rect. 2 15
825 43.96 humidity 90.0 1440 > th dose independent rect. 11 23
829 43.96 humidity 70.0 1440 > th dose dependent rect. 11 1
847 43.97 humidity 90.0 1440 > th dose independent rect. 5 10
866 43.97 humidity 90.0 1440 > th dose independent rect. 4 23
892 43.98 humidity 80.0 1440 > th dose independent rect. 1 14
906 43.98 humidity 90.0 1440 > th dose independent rect. 6 23
930 43.99 humidity 90.0 1440 > th dose independent rect. 4 14
995 44.02 humidity 90.0 1440 < th dose independent no NA NA