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Os01g0857900

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

Description : WD-40 repeat containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.63 (0.027) R2 : 0.62
β1 : -1.55 (0.0998) R2dD : 0.212 R2D : 0.293
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.44 (0.0902) R2dE : 0.218 R2E : 0.255
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.556 (0.0577) R2dN8 : 0.103 R2N8 : 0.134
σ : 0.506
deviance : 117.9
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C
peak time of C : --
E
wheather : temperature
threshold : 29.5
memory length : 406
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
100.29 0.471 8.68 -2.1 0.594 0.623 -0.251 4.7 0.442 6.93 29.5 278 -- --
105.52 0.478 8.63 -1.71 0.628 1.04 0.00699 -- 0.464 6.82 29.89 228 -- --
100.43 0.467 8.67 -2.09 0.598 0.626 -- 4.52 0.447 6.92 29.5 274 -- --
105.14 0.478 8.63 -1.61 0.593 1.13 -- -- 0.483 6.93 29.9 275 -- --
111.76 0.492 8.67 -2.09 -- 0.999 -- 3.96 0.51 -- 28.83 406 -- --
133.11 0.541 8.61 -1.79 0.973 -- 0.869 -- 0.53 6.17 -- -- -- --
134.94 0.544 8.61 -1.78 0.977 -- -- -- 0.528 6.25 -- -- -- --
117.9 0.506 8.63 -1.55 -- 1.44 -- -- 0.556 -- 29.5 406 -- --
171.31 0.61 8.59 -- 0.47 1.38 -- -- 0.654 7.44 29.7 299 -- --
184.45 0.635 8.63 -1.75 -- -- -- -- 0.549 -- -- -- -- --
218.28 0.691 8.57 -- 0.952 -- -- -- 0.726 6.34 -- -- -- --
180.17 0.625 8.6 -- -- 1.66 -- -- 0.692 -- 29.6 412 -- --
265.39 0.76 8.59 -- -- -- -- -- 0.743 -- -- -- -- --

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 98.85 temperature 20.0 14400 > th dose independent rect. 20 6
2 98.85 temperature 20.0 14400 > th dose independent rect. 19 8
4 98.97 temperature 25.0 720 > th dose dependent rect. 24 14
7 99.03 temperature 25.0 720 > th dose dependent sin 6 NA
16 99.32 temperature 20.0 14400 > th dose independent rect. 24 1
22 99.47 temperature 20.0 14400 < th dose independent rect. 20 6
27 99.55 temperature 20.0 14400 < th dose independent rect. 19 8
40 99.74 temperature 10.0 14400 > th dose dependent rect. 10 1
49 99.86 temperature 20.0 14400 < th dose independent rect. 24 1
58 99.96 temperature 30.0 14400 < th dose dependent rect. 9 2
70 100.11 wind 3.0 43200 > th dose dependent rect. 6 2
159 100.65 temperature 25.0 14400 < th dose independent rect. 10 1
163 100.66 temperature 25.0 14400 > th dose independent rect. 10 1
165 100.66 temperature 30.0 14400 < th dose dependent rect. 8 14
167 100.68 temperature 15.0 14400 > th dose dependent rect. 8 14
173 100.71 temperature 15.0 14400 > th dose dependent rect. 8 12
209 100.78 temperature 20.0 14400 > th dose independent sin 14 NA
272 100.91 humidity 90.0 43200 < th dose independent rect. 10 1
287 100.93 temperature 15.0 14400 > th dose dependent rect. 13 1
288 100.93 temperature 15.0 14400 > th dose dependent rect. 19 1
312 100.97 temperature 15.0 14400 > th dose dependent sin 22 NA
313 100.97 temperature 30.0 14400 < th dose dependent sin 22 NA
354 101.03 temperature 30.0 14400 < th dose dependent rect. 19 1
410 101.11 precipitation 0.1 43200 > th dose dependent rect. 13 5
442 101.16 precipitation 0.1 43200 > th dose dependent rect. 13 8
451 101.18 wind 5.0 43200 > th dose independent rect. 6 1
452 101.18 wind 5.0 43200 < th dose independent rect. 6 1
482 101.23 temperature 15.0 14400 > th dose dependent rect. 17 5
498 101.24 temperature 30.0 14400 < th dose dependent rect. 17 3
549 101.31 temperature 30.0 14400 < th dose dependent rect. 17 5
748 101.51 temperature 25.0 14400 < th dose dependent rect. 21 1
766 101.53 temperature 25.0 14400 < th dose independent rect. 6 9
782 101.54 temperature 15.0 14400 > th dose dependent rect. 21 1
819 101.58 temperature 25.0 14400 < th dose independent rect. 4 12
879 101.65 temperature 20.0 14400 < th dose independent sin 13 NA
883 101.65 humidity 80.0 43200 > th dose dependent rect. 11 2
956 101.71 temperature 15.0 720 > th dose dependent rect. 8 8