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Os02g0655800

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

Description : Protein kinase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.95 (0.034) R2 : 0.33
β1 : -0.762 (0.127) R2dD : 0.0571 R2D : -0.00177
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.88 (0.13) R2dE : 0.316 R2E : 0.272
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.15 (0.0728) R2dN8 : 0.00832 R2N8 : 0.00681
σ : 0.637
deviance : 186.99
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C
peak time of C : --
E
wheather : humidity
threshold : 81.12
memory length : 1169
response mode : < th
dose dependency : dose dependent
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 = humidity, 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
169.64 0.612 7.95 -0.78 0.03 1.92 -2.46 -0.803 -0.146 15.5 81 1132 -- --
170.31 0.608 7.95 -0.705 0.0241 1.88 -2.42 -- -0.151 15.6 81.69 1135 -- --
183.57 0.631 7.97 -0.73 0.324 1.78 -- -0.216 -0.152 21.4 81.89 1263 -- --
183.47 0.631 7.96 -0.758 0.311 1.78 -- -- -0.146 21.4 80.84 1258 -- --
186.99 0.637 7.95 -0.756 -- 1.88 -- 0.0563 -0.15 -- 81.17 1169 -- --
241.81 0.729 7.96 -0.398 0.489 -- 1.93 -- -0.203 1.12 -- -- -- --
254.36 0.747 7.97 -0.461 0.53 -- -- -- -0.209 23.3 -- -- -- --
186.99 0.637 7.95 -0.762 -- 1.88 -- -- -0.15 -- 81.12 1169 -- --
196.84 0.653 7.97 -- 0.337 1.76 -- -- -0.209 21.3 120 1278 -- --
271.96 0.771 7.96 -0.448 -- -- -- -- -0.203 -- -- -- -- --
259.96 0.754 7.96 -- 0.525 -- -- -- -0.157 23.3 -- -- -- --
200.36 0.659 7.96 -- -- 1.92 -- -- -0.211 -- 145.5 1168 -- --
277.24 0.777 7.95 -- -- -- -- -- -0.154 -- -- -- -- --

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
1 161.95 temperature 25 720 > th dose dependent rect. 17 6
17 165.93 humidity 90 720 < th dose dependent rect. 17 6
19 166.25 temperature 25 720 > th dose dependent sin 13 NA
37 168.61 humidity 70 720 > th dose independent rect. 18 9
39 168.68 humidity 70 720 < th dose independent sin 12 NA
61 170.71 humidity 70 720 > th dose independent sin 12 NA
64 170.99 humidity 50 720 > th dose dependent rect. 16 8
66 171.06 humidity 70 720 > th dose independent rect. 16 8
104 173.41 humidity 70 720 > th dose independent rect. 16 17
114 174.04 humidity 70 720 > th dose independent rect. 16 15
127 174.68 humidity 70 720 < th dose independent rect. 18 13
128 174.71 humidity 70 720 < th dose independent rect. 18 2
142 174.89 humidity 70 720 < th dose independent rect. 17 15
187 175.97 humidity 70 720 < th dose independent rect. 15 18
197 176.54 humidity 80 1440 < th dose independent rect. 7 7
242 177.39 humidity 70 720 < th dose independent rect. 15 5
268 177.54 humidity 50 1440 > th dose dependent rect. 6 15
272 177.59 humidity 50 1440 > th dose dependent rect. 6 13
275 177.65 humidity 90 1440 < th dose dependent rect. 5 14
276 177.65 humidity 80 1440 < th dose dependent rect. 7 14
313 177.86 humidity 80 1440 < th dose dependent rect. 14 22
318 177.89 humidity 80 1440 > th dose independent rect. 7 8
363 178.20 humidity 50 1440 > th dose dependent sin 22 NA
366 178.21 humidity 80 720 < th dose dependent rect. 17 15
370 178.22 humidity 70 720 > th dose dependent rect. 19 2
429 178.52 humidity 80 1440 < th dose dependent sin 19 NA
448 178.59 humidity 80 1440 < th dose dependent rect. 11 23
466 178.69 humidity 90 1440 < th dose dependent sin 22 NA
500 178.81 humidity 80 1440 < th dose dependent no NA NA
502 178.81 humidity 80 1440 < th dose dependent rect. 20 23
703 179.69 humidity 70 1440 > th dose independent rect. 18 3
726 179.81 humidity 70 1440 < th dose independent rect. 17 19
752 179.97 humidity 50 1440 > th dose dependent rect. 13 8
756 179.99 humidity 50 1440 > th dose dependent rect. 16 1
777 180.09 humidity 70 1440 > th dose independent rect. 18 19
833 180.36 humidity 50 1440 > th dose dependent rect. 15 4
877 180.55 radiation 20 1440 > th dose independent rect. 16 16
885 180.61 temperature 30 720 < th dose independent rect. 17 16
897 180.69 wind 5 43200 > th dose dependent rect. 12 2
900 180.70 temperature 30 720 < th dose independent rect. 17 9
950 180.91 humidity 50 720 > th dose dependent sin 15 NA
970 181.02 humidity 60 1440 > th dose independent rect. 13 6