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Os02g0703300

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

Description : Protein of unknown function DUF1218 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.81 (0.0235) R2 : 0.5
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.863 (0.0577) R2dC : 0.217 R2C : 0.249
β3 : 1.03 (0.0733) R2dE : 0.268 R2E : 0.282
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0746 (0.0526) R2dN8 : 0.0025 R2N8 : -0.019
σ : 0.433
deviance : 86.54
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C
peak time of C : 3.04
E
wheather : temperature
threshold : 21
memory length : 9603
response mode : > th
dose dependency : dose independent
G
type of G : no
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
75.74 0.409 9.82 0.361 0.817 0.656 -0.182 -1.38 0.0414 3.53 21.4 747 -- --
81.81 0.421 9.78 0.699 0.818 0.727 -0.155 -- 0.0984 3.28 21.2 750 -- --
75.83 0.406 9.81 0.361 0.816 0.659 -- -1.39 0.0414 3.56 21.4 750 -- --
81.72 0.421 9.78 0.729 0.83 0.734 -- -- 0.108 3.58 21.2 751 -- --
110.58 0.49 9.82 0.327 -- 0.783 -- -1.37 0.0296 -- 21.4 960 -- --
99.97 0.469 9.73 0.974 0.839 -- -0.461 -- 0.319 2.87 -- -- -- --
100.66 0.47 9.73 0.985 0.84 -- -- -- 0.322 2.97 -- -- -- --
116.61 0.503 9.79 0.68 -- 0.865 -- -- 0.0766 -- 21.4 973 -- --
86.54 0.433 9.81 -- 0.863 1.03 -- -- -0.0746 3.04 21 9603 -- --
141.19 0.555 9.73 1.02 -- -- -- -- 0.344 -- -- -- -- --
126.22 0.526 9.76 -- 0.859 -- -- -- 0.212 2.98 -- -- -- --
121.91 0.514 9.81 -- -- 1.28 -- -- -0.0296 -- 19.56 9700 -- --
168.66 0.606 9.76 -- -- -- -- -- 0.23 -- -- -- -- --

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 75.92 temperature 25 720 < th dose dependent rect. 18 14
13 76.59 temperature 25 720 < th dose dependent sin 11 NA
16 76.66 radiation 1 14400 > th dose independent rect. 18 11
35 77.35 temperature 20 720 > th dose dependent rect. 19 16
44 77.62 radiation 1 14400 > th dose independent rect. 18 1
80 78.18 temperature 20 720 > th dose dependent sin 9 NA
183 79.48 temperature 20 720 > th dose dependent rect. 23 8
196 79.59 temperature 10 720 > th dose dependent rect. 19 16
201 79.64 temperature 25 4320 > th dose independent rect. 11 4
215 79.82 temperature 25 4320 < th dose independent rect. 11 4
240 79.98 temperature 25 4320 > th dose independent rect. 14 1
242 79.98 temperature 20 4320 > th dose dependent rect. 14 1
255 80.04 temperature 25 4320 < th dose independent rect. 14 1
257 80.04 temperature 20 4320 > th dose dependent rect. 11 4
259 80.05 temperature 20 4320 > th dose dependent rect. 11 1
266 80.12 radiation 1 14400 < th dose independent rect. 18 11
272 80.14 temperature 10 720 > th dose dependent rect. 23 8
289 80.19 humidity 90 14400 > th dose dependent rect. 23 1
300 80.24 humidity 90 14400 > th dose dependent rect. 12 19
360 80.43 humidity 90 14400 > th dose dependent rect. 22 3
364 80.44 temperature 20 4320 > th dose dependent rect. 10 10
367 80.45 temperature 25 720 < th dose dependent no NA NA
375 80.48 temperature 15 1440 > th dose dependent rect. 5 1
389 80.51 temperature 15 1440 > th dose dependent rect. 4 3
390 80.51 temperature 25 1440 < th dose dependent rect. 4 3
402 80.53 temperature 20 720 < th dose independent rect. 17 16
455 80.62 temperature 20 720 < th dose independent sin 11 NA
470 80.64 humidity 90 14400 > th dose dependent rect. 22 21
484 80.67 temperature 20 4320 > th dose dependent sin 22 NA
485 80.67 humidity 90 14400 > th dose dependent sin 14 NA
628 80.85 temperature 20 720 < th dose independent rect. 19 12
679 80.91 temperature 20 4320 > th dose independent rect. 21 1
680 80.91 radiation 1 14400 < th dose independent rect. 18 2
692 80.93 radiation 1 14400 < th dose independent rect. 18 8
704 80.94 humidity 90 14400 > th dose dependent rect. 18 22
705 80.94 temperature 25 720 < th dose dependent rect. 2 23
735 80.98 humidity 90 14400 > th dose dependent no NA NA
805 81.06 temperature 25 4320 > th dose independent rect. 6 10
823 81.07 humidity 90 14400 > th dose dependent rect. 5 2
839 81.09 humidity 90 43200 > th dose dependent rect. 12 3
849 81.10 temperature 25 4320 < th dose independent rect. 6 10
850 81.10 temperature 20 4320 > th dose dependent rect. 19 1
856 81.10 humidity 90 14400 > th dose dependent rect. 2 23
875 81.14 humidity 90 43200 > th dose independent rect. 12 3
965 81.21 temperature 25 4320 < th dose independent rect. 3 13