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Os04g0616700

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

Description : Protein kinase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.5 (0.0243) R2 : 0.793
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.33 (0.0572) R2dC : 0.248 R2C : 0.276
β3 : -1.84 (0.0782) R2dE : 0.286 R2E : 0.429
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.719 (0.0535) R2dN8 : 0.12 R2N8 : 0.207
σ : 0.449
deviance : 92.92
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C
peak time of C : 0.221
E
wheather : temperature
threshold : 21.38
memory length : 1281
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
90.29 0.446 10.6 -0.119 1.32 -1.73 -0.378 0.824 0.693 0.238 21.31 1268 -- --
91.84 0.446 10.5 0.101 1.32 -1.79 -0.375 -- 0.736 0.184 21.3 1273 -- --
90.88 0.444 10.6 -0.12 1.31 -1.73 -- 0.902 0.691 0.222 21.3 1248 -- --
92.7 0.448 10.5 0.0975 1.33 -1.8 -- -- 0.736 0.216 21.3 1274 -- --
184.55 0.633 10.5 -0.197 -- -1.84 -- 1.22 0.717 -- 21.4 1010 -- --
185.21 0.638 10.4 0.804 1.45 -- -0.634 -- 1.23 0.353 -- -- -- --
186.93 0.64 10.4 0.829 1.45 -- -- -- 1.24 0.318 -- -- -- --
185.91 0.635 10.5 0.122 -- -1.94 -- -- 0.738 -- 21.3 1004 -- --
92.92 0.449 10.5 -- 1.33 -1.84 -- -- 0.719 0.221 21.38 1281 -- --
319 0.835 10.4 0.877 -- -- -- -- 1.26 -- -- -- -- --
205.04 0.67 10.4 -- 1.46 -- -- -- 1.15 0.348 -- -- -- --
185.97 0.635 10.5 -- -- -2.02 -- -- 0.687 -- 21.36 1004 -- --
339.29 0.86 10.4 -- -- -- -- -- 1.16 -- -- -- -- --

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 89.52 humidity 90 14400 > th dose dependent rect. 5 1
2 89.55 temperature 25 1440 < th dose dependent rect. 22 1
8 90.53 temperature 25 1440 < th dose dependent rect. 19 15
13 90.70 temperature 25 1440 < th dose dependent rect. 19 11
43 91.25 temperature 25 1440 < th dose dependent sin 10 NA
53 91.50 temperature 20 1440 < th dose independent rect. 3 5
58 91.57 temperature 20 1440 < th dose independent rect. 22 12
73 91.84 temperature 20 1440 > th dose independent rect. 3 6
75 91.90 temperature 20 1440 > th dose independent rect. 22 12
94 92.25 temperature 20 1440 < th dose independent sin 8 NA
110 92.41 temperature 20 1440 > th dose independent sin 8 NA
113 92.43 temperature 20 1440 > th dose independent rect. 1 9
115 92.44 temperature 20 1440 < th dose independent rect. 22 15
147 92.82 temperature 25 1440 < th dose dependent rect. 5 1
161 93.02 temperature 20 1440 < th dose independent rect. 5 2
172 93.07 temperature 20 1440 > th dose independent rect. 5 2
209 93.39 temperature 15 1440 > th dose dependent rect. 5 1
373 94.94 atmosphere 1015 43200 > th dose dependent rect. 23 1
380 94.98 atmosphere 1015 43200 > th dose dependent rect. 21 3
391 95.07 temperature 10 1440 > th dose dependent rect. 21 9
396 95.11 atmosphere 1015 43200 > th dose independent rect. 14 10
473 95.62 atmosphere 1015 43200 < th dose independent rect. 16 5
494 95.71 atmosphere 1015 43200 > th dose independent rect. 18 3
526 95.91 atmosphere 1015 43200 < th dose independent rect. 15 9
563 96.12 wind 3 43200 < th dose dependent rect. 21 3
617 96.41 temperature 25 1440 < th dose dependent no NA NA
681 96.71 temperature 25 1440 < th dose dependent rect. 8 23
705 96.84 temperature 25 1440 < th dose dependent rect. 2 23
713 96.87 atmosphere 1015 43200 > th dose independent sin 17 NA
727 96.91 temperature 20 4320 > th dose independent rect. 18 6
764 97.04 atmosphere 1015 43200 < th dose independent sin 17 NA
876 97.38 temperature 20 4320 < th dose independent rect. 18 6
893 97.43 humidity 60 43200 < th dose independent rect. 20 14
935 97.52 atmosphere 1015 43200 > th dose dependent sin 14 NA
947 97.55 temperature 20 1440 < th dose independent rect. 22 3
954 97.57 atmosphere 1015 43200 > th dose independent rect. 23 1
987 97.68 temperature 20 1440 < th dose independent rect. 23 1