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Os01g0172300

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 : 10.3 (0.0192) R2 : 0.443
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.822 (0.0461) R2dC : 0.39 R2C : 0.38
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.257 (0.0405) R2dN8 : 0.0634 R2N8 : 0.0535
σ : 0.363
deviance : 60.18
__
_____
C
peak time of C : 1
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
42.46 0.306 10.4 -0.373 0.891 -0.674 -0.312 -0.057 0.174 1.14 80.31 1364 -- --
42.47 0.304 10.4 -0.367 0.891 -0.679 -0.314 -- 0.173 1.14 79.94 1364 -- --
42.86 0.305 10.4 -0.366 0.892 -0.679 -- -0.101 0.174 1.13 80.24 1363 -- --
42.87 0.305 10.4 -0.353 0.892 -0.689 -- -- 0.174 1.12 79.88 1364 -- --
59.72 0.36 10.3 -0.444 -- -1.19 -- 0.841 0.229 -- 122 5 -- --
53.53 0.343 10.4 -0.487 0.829 -- -0.438 -- 0.202 1.06 -- -- -- --
54.33 0.345 10.4 -0.471 0.83 -- -- -- 0.204 1.03 -- -- -- --
60.52 0.364 10.4 -0.414 -- -1.17 -- -- 0.172 -- 85 1658 -- --
46 0.316 10.4 -- 0.897 -0.754 -- -- 0.202 1.1 78.11 1357 -- --
97.11 0.46 10.3 -0.44 -- -- -- -- 0.22 -- -- -- -- --
60.18 0.363 10.3 -- 0.822 -- -- -- 0.257 1 -- -- -- --
65.04 0.377 10.3 -- -- -1.18 -- -- 0.217 -- 85 1658 -- --
102.22 0.472 10.3 -- -- -- -- -- 0.269 -- -- -- -- --

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 39.32 humidity 90.0 1440 < th dose dependent rect. 9 3
2 39.33 humidity 60.0 1440 > th dose dependent rect. 10 2
17 39.86 humidity 80.0 1440 < th dose independent rect. 8 4
21 39.91 humidity 80.0 1440 > th dose independent rect. 8 4
143 40.74 humidity 80.0 1440 < th dose dependent sin 6 NA
187 40.95 humidity 70.0 1440 > th dose independent rect. 19 18
284 41.45 humidity 70.0 1440 < th dose independent rect. 17 19
319 41.58 humidity 70.0 1440 > th dose independent rect. 22 15
329 41.60 humidity 70.0 1440 < th dose independent rect. 19 17
334 41.62 humidity 80.0 720 > th dose independent rect. 6 16
337 41.62 humidity 50.0 1440 > th dose dependent sin 2 NA
378 41.80 humidity 70.0 1440 > th dose independent sin 9 NA
384 41.84 humidity 80.0 720 > th dose independent rect. 8 14
444 41.98 humidity 80.0 1440 > th dose independent sin 3 NA
460 42.01 humidity 70.0 720 > th dose dependent rect. 6 16
494 42.07 humidity 80.0 1440 < th dose independent sin 3 NA
501 42.08 humidity 70.0 720 > th dose dependent rect. 8 14
503 42.09 humidity 70.0 1440 < th dose independent sin 9 NA
581 42.25 precipitation 0.1 4320 > th dose dependent rect. 16 1
792 42.53 humidity 80.0 1440 < th dose dependent no NA NA
809 42.55 humidity 70.0 10 > th dose dependent rect. 6 14
872 42.69 precipitation 0.1 4320 < th dose independent rect. 16 1
874 42.69 precipitation 0.1 4320 < th dose dependent rect. 16 1
879 42.70 precipitation 0.1 4320 > th dose independent rect. 16 1
885 42.71 humidity 80.0 720 > th dose independent sin 22 NA
910 42.75 humidity 70.0 1440 > th dose independent rect. 9 23
919 42.78 precipitation 0.1 4320 > th dose dependent rect. 8 9
921 42.79 humidity 70.0 720 > th dose dependent sin 22 NA
948 42.81 humidity 80.0 10 > th dose independent rect. 6 14
952 42.81 precipitation 0.1 4320 > th dose dependent rect. 11 6