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Os01g0183800

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

Description : Protein of unknown function DUF295 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.3 (0.016) R2 : 0.608
β1 : 0.698 (0.0586) R2dD : 0.127 R2D : 0.0185
β2 : 0.735 (0.0385) R2dC : 0.314 R2C : 0.273
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.522 (0.0341) R2dN8 : 0.27 R2N8 : 0.157
σ : 0.301
deviance : 41.21
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_____
C
peak time of C : 1.64
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 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
31.8 0.265 11.3 0.766 0.843 0.499 -0.084 0.208 0.586 1.58 71 1250 -- --
31.88 0.263 11.3 0.797 0.842 0.51 -0.116 -- 0.595 1.59 71.02 1249 -- --
31.82 0.263 11.3 0.765 0.844 0.499 -- 0.234 0.586 1.57 71.3 1249 -- --
31.93 0.263 11.3 0.803 0.844 0.514 -- -- 0.597 1.58 71.03 1249 -- --
48.02 0.325 11.3 0.776 -- 0.495 -- -0.151 0.555 -- 75 1704 -- --
41.03 0.3 11.3 0.691 0.735 -- -0.216 -- 0.521 1.66 -- -- -- --
41.21 0.301 11.3 0.698 0.735 -- -- -- 0.522 1.64 -- -- -- --
48.16 0.325 11.3 0.77 -- 0.495 -- -- 0.553 -- 75 1704 -- --
48.24 0.323 11.3 -- 0.731 0.57 -- -- 0.548 1.29 75 3418 -- --
74.18 0.402 11.3 0.728 -- -- -- -- 0.538 -- -- -- -- --
54.06 0.344 11.3 -- 0.748 -- -- -- 0.444 1.67 -- -- -- --
63.66 0.373 11.3 -- -- 0.479 -- -- 0.459 -- 75.22 1710 -- --
88.15 0.438 11.3 -- -- -- -- -- 0.458 -- -- -- -- --

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 29.65 humidity 70.0 1440 > th dose dependent rect. 11 1
7 31.04 humidity 80.0 1440 < th dose independent rect. 6 8
15 31.24 humidity 80.0 1440 > th dose independent rect. 6 8
28 31.39 humidity 80.0 1440 < th dose independent rect. 10 3
36 31.45 humidity 80.0 1440 < th dose independent rect. 11 1
41 31.49 humidity 90.0 1440 < th dose dependent rect. 11 1
44 31.51 humidity 70.0 1440 > th dose independent rect. 11 1
46 31.51 humidity 80.0 1440 > th dose independent rect. 10 3
76 31.69 humidity 90.0 1440 < th dose dependent rect. 2 12
80 31.71 humidity 90.0 1440 < th dose dependent rect. 9 4
116 31.89 humidity 80.0 1440 < th dose independent sin 3 NA
132 31.95 humidity 80.0 1440 > th dose independent sin 3 NA
158 32.01 humidity 90.0 1440 < th dose dependent sin 4 NA
230 32.23 humidity 80.0 1440 < th dose dependent rect. 18 19
245 32.28 humidity 50.0 1440 > th dose dependent sin 3 NA
256 32.32 precipitation 0.1 14400 > th dose independent rect. 14 2
257 32.32 humidity 70.0 1440 > th dose independent rect. 17 20
259 32.32 precipitation 0.1 14400 > th dose dependent rect. 14 2
264 32.34 precipitation 0.1 14400 < th dose independent rect. 14 2
267 32.34 precipitation 0.1 14400 < th dose dependent rect. 14 2
333 32.50 wind 3.0 14400 < th dose dependent rect. 4 1
440 32.70 humidity 70.0 1440 < th dose independent rect. 19 18
475 32.74 humidity 70.0 1440 < th dose independent rect. 17 20
477 32.74 wind 3.0 14400 < th dose dependent rect. 3 3
556 32.84 humidity 70.0 1440 < th dose independent rect. 15 22
580 32.87 humidity 70.0 1440 > th dose independent rect. 9 10
588 32.88 humidity 70.0 1440 > th dose independent rect. 9 22
664 32.94 humidity 70.0 1440 > th dose independent rect. 19 23
683 32.96 humidity 70.0 1440 > th dose independent no NA NA
729 32.96 humidity 70.0 1440 > th dose independent rect. 6 21
846 33.02 humidity 80.0 1440 < th dose dependent no NA NA
862 33.03 precipitation 0.1 14400 > th dose independent rect. 9 8
869 33.03 humidity 80.0 1440 < th dose dependent rect. 5 22
872 33.03 humidity 80.0 1440 < th dose dependent rect. 3 23
876 33.03 humidity 80.0 1440 < th dose dependent rect. 23 23
879 33.04 humidity 70.0 1440 < th dose independent rect. 19 23
897 33.04 humidity 80.0 1440 < th dose dependent rect. 1 23
954 33.07 precipitation 0.1 14400 < th dose independent rect. 9 8
960 33.07 precipitation 0.1 14400 < th dose dependent rect. 9 8