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Os10g0497800

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

Description : Similar to Prolyl 4-hydroxylase, alpha subunit-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.5 (0.0184) R2 : 0.0121
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0917 (0.0388) R2dN8 : 0.0156 R2N8 : 0.0121
σ : 0.347
deviance : 55.4
__
_____
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
33.72 0.273 10.6 -1.17 0.15 0.543 -0.595 -1.23 -0.218 15.8 20.3 3818 -- --
34.78 0.275 10.6 -0.989 0.136 0.916 -0.509 -- -0.154 15.7 19 3538 -- --
34.49 0.274 10.6 -1.22 0.172 0.518 -- -1.34 -0.234 16.6 20.6 3821 -- --
35.35 0.277 10.5 -1 0.146 0.895 -- -- -0.147 17.2 19.1 3468 -- --
35.7 0.278 10.6 -1.19 -- 0.527 -- -1.23 -0.221 -- 20.4 3404 -- --
46.45 0.32 10.5 -0.521 0.137 -- -0.451 -- 0.0389 16.3 -- -- -- --
46.77 0.32 10.5 -0.526 0.153 -- -- -- 0.0364 17.9 -- -- -- --
36.53 0.281 10.6 -1 -- 0.903 -- -- -0.158 -- 19 3468 -- --
50.53 0.331 10.5 -- 0.167 0.311 -- -- 0.0137 16.4 22.39 2253 -- --
47.98 0.324 10.5 -0.53 -- -- -- -- 0.0329 -- -- -- -- --
54.06 0.344 10.5 -- 0.161 -- -- -- 0.095 17.8 -- -- -- --
51.78 0.335 10.5 -- -- 0.29 -- -- 0.0141 -- 22.3 2007 -- --
55.4 0.347 10.5 -- -- -- -- -- 0.0917 -- -- -- -- --

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 31.52 temperature 20 4320 > th dose independent rect. 21 1
2 31.61 temperature 20 4320 > th dose independent rect. 20 3
4 31.67 temperature 20 4320 < th dose independent rect. 21 2
16 32.11 temperature 20 1440 < th dose independent rect. 24 8
19 32.13 temperature 20 1440 > th dose independent rect. 24 8
35 32.25 temperature 20 1440 > th dose independent rect. 5 2
74 32.48 humidity 90 14400 > th dose dependent rect. 5 2
104 32.63 temperature 20 1440 < th dose independent rect. 5 2
133 32.76 temperature 20 1440 > th dose independent sin 8 NA
143 32.80 temperature 20 1440 < th dose independent sin 8 NA
217 33.05 temperature 20 1440 > th dose independent rect. 3 1
222 33.07 temperature 20 1440 < th dose independent rect. 3 1
256 33.19 temperature 25 1440 < th dose dependent rect. 3 1
258 33.20 temperature 15 1440 > th dose dependent rect. 2 2
272 33.25 humidity 90 14400 > th dose dependent rect. 23 1
282 33.28 humidity 90 14400 > th dose dependent rect. 23 17
311 33.36 radiation 1 14400 > th dose independent rect. 18 11
361 33.45 humidity 90 14400 > th dose dependent sin 5 NA
417 33.53 radiation 10 4320 > th dose dependent rect. 16 16
429 33.56 humidity 90 14400 > th dose independent rect. 23 1
436 33.57 radiation 30 14400 > th dose independent rect. 7 1
466 33.60 temperature 20 4320 > th dose independent sin 14 NA
500 33.66 temperature 20 4320 < th dose independent sin 14 NA
625 33.83 humidity 90 14400 > th dose dependent rect. 12 20
677 33.90 radiation 1 14400 > th dose independent rect. 18 1
764 33.97 humidity 90 14400 > th dose independent rect. 22 13
962 34.11 humidity 90 14400 > th dose dependent no NA NA