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Os05g0214100

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

Description : Similar to Kluyveromyces lactis strain NRRL Y-1140 chromosome F of strain NRRL Y- 1140 of Kluyveromyces lactis.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.31 (0.0199) R2 : 0.473
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.818 (0.0559) R2dC : 0.283 R2C : -0.0214
β3 : -1.68 (0.0909) R2dE : 0.55 R2E : 0.178
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.183 (0.0447) R2dN8 : 0.0204 R2N8 : -0.0668
σ : 0.369
deviance : 62.62
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C
peak time of C : 5.12
E
wheather : temperature
threshold : 27.4
memory length : 168
response mode : < th
dose dependency : dose dependent
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 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
48.26 0.326 8.35 -0.783 0.873 -1.91 0.976 0.594 -0.297 5.35 27.46 202 -- --
48.63 0.325 8.34 -0.676 0.868 -1.94 1.13 -- -0.273 5.23 27.4 187 -- --
50.21 0.33 8.36 -0.853 0.87 -1.89 -- 1.08 -0.31 5.1 27.6 167 -- --
51.8 0.335 8.34 -0.673 0.872 -1.95 -- -- -0.275 5.07 27.31 166 -- --
67.95 0.384 8.37 -0.884 -- -1.73 -- 0.807 -0.287 -- 27.87 1404 -- --
102.55 0.475 8.24 -0.192 0.446 -- 1.01 -- 0.149 6.78 -- -- -- --
105.13 0.48 8.25 -0.174 0.449 -- -- -- 0.147 7.02 -- -- -- --
68.52 0.386 8.35 -0.723 -- -1.79 -- -- -0.251 -- 27.37 1410 -- --
62.62 0.369 8.31 -- 0.818 -1.68 -- -- -0.183 5.12 27.4 168 -- --
115.74 0.503 8.26 -0.165 -- -- -- -- 0.155 -- -- -- -- --
105.93 0.481 8.24 -- 0.447 -- -- -- 0.167 7.04 -- -- -- --
80.24 0.417 8.31 -- -- -1.44 -- -- -0.105 -- 27.5 1396 -- --
116.46 0.504 8.25 -- -- -- -- -- 0.174 -- -- -- -- --

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 49.81 temperature 30 270 < th dose dependent rect. 21 22
11 51.59 temperature 30 90 < th dose dependent no NA NA
13 51.66 temperature 30 30 < th dose dependent rect. 15 23
15 51.75 temperature 30 30 < th dose dependent rect. 19 23
16 51.76 temperature 30 30 < th dose dependent rect. 11 23
25 52.02 temperature 30 30 < th dose dependent rect. 17 23
27 52.06 temperature 30 10 < th dose dependent rect. 23 23
33 52.27 temperature 30 30 < th dose dependent rect. 13 23
49 53.68 temperature 30 10 < th dose dependent rect. 1 23
52 53.85 temperature 30 30 < th dose dependent rect. 9 23
61 54.08 temperature 30 270 < th dose dependent rect. 8 23
73 54.39 temperature 30 90 < th dose dependent rect. 5 23
90 54.94 temperature 15 270 > th dose dependent rect. 16 23
114 55.87 temperature 30 1440 < th dose dependent rect. 9 3
120 55.99 temperature 30 1440 < th dose dependent rect. 5 7
134 56.13 temperature 30 1440 < th dose dependent sin 3 NA
152 56.23 temperature 30 1440 < th dose dependent rect. 4 20
153 56.24 temperature 10 1440 > th dose dependent rect. 9 3
167 56.30 temperature 30 1440 < th dose dependent rect. 7 19
192 56.34 temperature 30 1440 < th dose dependent rect. 21 22
239 56.42 temperature 30 1440 < th dose dependent rect. 1 18
250 56.44 temperature 30 1440 < th dose dependent no NA NA
293 56.51 temperature 10 1440 > th dose dependent rect. 5 7
440 56.81 temperature 30 30 < th dose dependent rect. 3 23
542 56.99 temperature 10 1440 > th dose dependent rect. 20 16
560 57.01 temperature 10 10 > th dose dependent no NA NA
577 57.03 temperature 10 1440 > th dose dependent sin 4 NA
852 57.38 temperature 10 1440 > th dose dependent rect. 1 23
861 57.39 temperature 10 1440 > th dose dependent rect. 7 23
869 57.41 temperature 10 1440 > th dose dependent no NA NA
876 57.41 temperature 10 1440 > th dose dependent rect. 3 23