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Os03g0378000

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

Description : Nucleoside phosphatase GDA1/CD39 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.81 (0.0218) R2 : 0.514
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.17 (0.0616) R2dE : 0.426 R2E : 0.49
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.188 (0.0486) R2dN8 : 0.0235 R2N8 : 0.0871
σ : 0.401
deviance : 74.26
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C
peak time of C : --
E
wheather : temperature
threshold : 22.3
memory length : 1227
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
55.9 0.351 7.8 -0.205 0.581 1.3 0.527 0.476 0.184 2.91 21.72 1750 -- --
56.41 0.35 7.82 -0.348 0.583 1.28 0.517 -- 0.148 2.96 21.72 1790 -- --
56.75 0.351 7.8 -0.226 0.584 1.3 -- 0.439 0.175 3.12 21.73 1767 -- --
57.2 0.352 7.82 -0.356 0.586 1.28 -- -- 0.152 3.21 21.75 1791 -- --
73 0.398 7.8 -0.0844 -- 1.25 -- 0.479 0.204 -- 22 1221 -- --
108.49 0.488 7.73 0.222 0.575 -- 0.428 -- 0.546 2.8 -- -- -- --
109.07 0.489 7.73 0.212 0.58 -- -- -- 0.544 3 -- -- -- --
73.44 0.399 7.82 -0.18 -- 1.18 -- -- 0.159 -- 22.3 1227 -- --
59.61 0.36 7.81 -- 0.576 1.14 -- -- 0.188 3.02 22 1716 -- --
128.36 0.529 7.73 0.237 -- -- -- -- 0.559 -- -- -- -- --
110.26 0.491 7.73 -- 0.584 -- -- -- 0.52 3 -- -- -- --
74.26 0.401 7.81 -- -- 1.17 -- -- 0.188 -- 22.3 1227 -- --
129.84 0.532 7.73 -- -- -- -- -- 0.532 -- -- -- -- --

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 56.01 temperature 25 270 < th dose dependent rect. 4 23
3 56.18 temperature 25 270 < th dose dependent rect. 11 23
6 56.71 temperature 25 270 < th dose dependent no NA NA
11 56.87 temperature 25 270 < th dose dependent rect. 15 23
13 56.98 temperature 25 270 < th dose dependent rect. 1 23
31 57.83 temperature 25 1440 < th dose dependent rect. 20 8
36 57.91 temperature 30 1440 < th dose dependent rect. 23 4
37 57.92 temperature 15 1440 > th dose dependent rect. 23 4
156 58.68 temperature 25 1440 < th dose dependent sin 11 NA
474 60.43 temperature 20 4320 > th dose independent rect. 21 2
585 60.88 temperature 25 1440 < th dose dependent no NA NA
597 60.97 temperature 10 1440 > th dose dependent sin 10 NA
635 61.13 temperature 20 4320 < th dose independent rect. 21 2
641 61.15 temperature 25 1440 < th dose dependent rect. 23 23
878 62.23 temperature 25 30 < th dose dependent rect. 23 23