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Os03g0419100

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

Description : Protein of unknown function DUF1675 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.9 (0.0161) R2 : 0.719
β1 : 0.824 (0.0597) R2dD : 0.136 R2D : 0.038
β2 : 1.14 (0.0392) R2dC : 0.53 R2C : 0.453
β3 : 0.809 (0.0461) R2dE : 0.276 R2E : 0.0188
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.217 (0.0387) R2dN8 : 0.0359 R2N8 : -0.0716
σ : 0.288
deviance : 38.24
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C
peak time of C : 3.75
E
wheather : temperature
threshold : 23.36
memory length : 2403
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
37.83 0.289 12.9 0.639 1.14 0.793 0.00161 0.486 0.163 3.74 23.4 2405 -- --
38.23 0.288 12.9 0.823 1.14 0.809 -0.0346 -- 0.217 3.74 23.39 2403 -- --
37.83 0.286 12.9 0.639 1.14 0.793 -- 0.488 0.163 3.74 23.39 2403 -- --
38.24 0.288 12.9 0.824 1.14 0.809 -- -- 0.217 3.75 23.36 2403 -- --
104.03 0.478 12.9 0.652 -- 0.533 -- 0.283 0.0758 -- 23.39 2403 -- --
63.68 0.374 13 0.48 1.08 -- -0.0734 -- -0.141 4.03 -- -- -- --
63.69 0.374 13 0.481 1.08 -- -- -- -0.14 4.03 -- -- -- --
91.11 0.446 12.9 0.692 -- 0.618 -- -- 0.197 -- 24.7 1782 -- --
54.22 0.343 12.9 -- 1.12 0.604 -- -- 0.0337 3.77 23.37 2403 -- --
126.69 0.526 13 0.525 -- -- -- -- -0.111 -- -- -- -- --
69.79 0.391 13 -- 1.08 -- -- -- -0.194 4.03 -- -- -- --
91.48 0.447 13 -- -- 0.636 -- -- 0.00159 -- 25.9 1823 -- --
133.96 0.54 13 -- -- -- -- -- -0.17 -- -- -- -- --

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 36.50 temperature 30 720 < th dose dependent rect. 24 21
3 36.83 temperature 30 720 < th dose dependent rect. 16 20
11 37.19 temperature 15 720 > th dose dependent rect. 21 19
18 37.34 temperature 10 720 > th dose dependent rect. 12 23
28 37.47 temperature 15 720 > th dose dependent rect. 19 21
68 37.83 temperature 20 1440 > th dose dependent rect. 17 16
89 37.95 temperature 10 270 > th dose dependent rect. 1 23
93 37.99 temperature 20 1440 > th dose dependent rect. 18 1
96 38.00 temperature 30 1440 < th dose dependent rect. 17 4
114 38.06 temperature 30 1440 < th dose dependent rect. 18 1
128 38.13 temperature 20 1440 > th dose dependent rect. 6 1
134 38.14 temperature 20 1440 > th dose dependent rect. 3 6
175 38.24 temperature 20 1440 > th dose dependent rect. 4 4
187 38.27 temperature 30 720 < th dose dependent no NA NA
209 38.31 temperature 15 720 > th dose dependent no NA NA
225 38.33 temperature 20 1440 > th dose dependent rect. 17 9
233 38.34 temperature 20 1440 > th dose dependent sin 9 NA
234 38.34 temperature 20 1440 > th dose dependent sin 12 NA
236 38.34 temperature 10 1440 > th dose dependent rect. 18 1
437 38.58 temperature 30 720 < th dose dependent rect. 6 23
555 38.70 temperature 30 1440 < th dose dependent sin 14 NA
677 38.81 temperature 10 1440 > th dose dependent rect. 4 5
690 38.82 temperature 20 1440 > th dose dependent rect. 8 23
734 38.86 temperature 30 1440 < th dose dependent rect. 4 5