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Os08g0321600

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.34 (0.0476) R2 : 0.407
β1 : -1.11 (0.176) R2dD : 0.0554 R2D : 0.0129
β2 : 1.83 (0.121) R2dC : 0.3 R2C : 0.258
β3 : -1.26 (0.145) R2dE : 0.106 R2E : 0.0353
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.526 (0.103) R2dN8 : 0.0473 R2N8 : -0.00782
σ : 0.885
deviance : 361.21
__
_____
C
peak time of C : 7.79
E
wheather : humidity
threshold : 71.53
memory length : 1238
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 = humidity, 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
359.56 0.891 6.34 -1.12 1.81 -1.25 0.815 -0.0653 -0.524 7.72 71.02 1256 -- --
359.35 0.883 6.34 -1.13 1.83 -1.26 0.814 -- -0.525 7.76 71.57 1239 -- --
361.21 0.885 6.34 -1.1 1.83 -1.26 -- -0.0149 -0.521 7.79 71.67 1239 -- --
361.21 0.885 6.34 -1.11 1.83 -1.26 -- -- -0.526 7.79 71.53 1238 -- --
528.22 1.07 6.39 -1.04 -- -1.25 -- 0.28 -0.474 -- 73 1344 -- --
415.09 0.955 6.3 -0.872 1.79 -- 0.847 -- -0.342 7.16 -- -- -- --
416.98 0.956 6.3 -0.854 1.8 -- -- -- -0.343 7.2 -- -- -- --
528.07 1.07 6.39 -1.06 -- -1.28 -- -- -0.496 -- 74 1347 -- --
391.55 0.922 6.31 -- 1.78 -1.13 -- -- -0.38 7.67 73.02 1285 -- --
587.42 1.13 6.34 -0.821 -- -- -- -- -0.312 -- -- -- -- --
436.2 0.977 6.28 -- 1.79 -- -- -- -0.248 7.23 -- -- -- --
556.5 1.1 6.36 -- -- -1.22 -- -- -0.369 -- 75 1348 -- --
605.22 1.15 6.32 -- -- -- -- -- -0.221 -- -- -- -- --

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
1 354.52 humidity 90.0 720 < th dose dependent rect. 19 2
4 355.38 temperature 15.0 10 > th dose dependent rect. 6 22
5 355.50 humidity 90.0 720 < th dose dependent rect. 18 5
16 357.20 humidity 80.0 720 < th dose dependent rect. 18 14
22 358.01 temperature 20.0 10 > th dose independent rect. 6 22
37 360.11 humidity 80.0 720 < th dose independent rect. 19 2
39 360.33 temperature 20.0 1440 < th dose dependent rect. 4 1
54 361.85 humidity 70.0 1440 > th dose independent rect. 17 20
57 362.43 temperature 20.0 1440 > th dose independent rect. 23 1
58 362.47 humidity 80.0 1440 < th dose dependent sin 9 NA
60 362.57 temperature 20.0 1440 < th dose independent rect. 23 1
66 363.00 humidity 70.0 1440 < th dose independent rect. 17 20
69 363.17 temperature 20.0 1440 > th dose independent rect. 22 3
72 363.23 humidity 80.0 1440 < th dose dependent rect. 17 19
77 363.40 temperature 20.0 1440 < th dose independent rect. 22 3
88 363.81 humidity 80.0 1440 < th dose dependent rect. 15 21
98 364.17 humidity 70.0 1440 < th dose independent rect. 17 17
118 364.67 temperature 20.0 1440 < th dose independent rect. 6 1
131 365.02 temperature 20.0 1440 > th dose independent rect. 6 1
132 365.13 humidity 90.0 4320 > th dose dependent rect. 4 3
136 365.20 humidity 70.0 1440 > th dose independent sin 10 NA
148 365.49 wind 3.0 14400 < th dose independent rect. 2 1
149 365.51 humidity 70.0 1440 < th dose independent sin 10 NA
152 365.54 humidity 70.0 1440 > th dose independent rect. 17 17
187 366.14 humidity 80.0 1440 > th dose independent rect. 7 1
188 366.14 humidity 50.0 720 > th dose dependent rect. 17 9
203 366.50 wind 3.0 14400 > th dose independent rect. 1 2
212 366.66 temperature 20.0 1440 > th dose independent rect. 21 13
213 366.66 humidity 80.0 1440 < th dose dependent rect. 11 23
214 366.67 temperature 25.0 270 < th dose dependent rect. 8 15
218 366.73 humidity 80.0 1440 < th dose dependent no NA NA
219 366.73 humidity 80.0 1440 < th dose dependent rect. 6 23
220 366.73 humidity 80.0 1440 < th dose dependent rect. 23 23
224 366.75 temperature 20.0 1440 < th dose independent rect. 21 13
225 366.76 precipitation 0.1 4320 > th dose dependent rect. 24 10
246 366.85 temperature 20.0 30 > th dose independent rect. 15 13
262 366.92 humidity 80.0 1440 < th dose dependent rect. 20 23
272 366.99 humidity 70.0 720 > th dose independent rect. 16 10
275 367.00 humidity 90.0 1440 < th dose dependent sin 5 NA
315 367.18 humidity 80.0 14400 < th dose dependent rect. 6 1
325 367.25 precipitation 0.1 4320 < th dose independent rect. 24 10
326 367.25 wind 5.0 43200 < th dose dependent rect. 1 1
327 367.25 precipitation 0.1 4320 < th dose dependent rect. 24 10
334 367.27 precipitation 0.1 4320 > th dose dependent rect. 24 14
359 367.40 wind 1.0 43200 > th dose dependent rect. 1 1
373 367.49 humidity 90.0 1440 < th dose dependent rect. 2 14
392 367.58 precipitation 0.1 4320 > th dose independent rect. 24 10
396 367.59 humidity 80.0 1440 > th dose independent rect. 6 3
398 367.60 precipitation 0.1 4320 > th dose dependent sin 7 NA
469 367.91 temperature 20.0 1440 > th dose independent sin 10 NA
473 367.93 temperature 20.0 1440 < th dose independent sin 10 NA
506 368.05 wind 7.0 43200 < th dose dependent rect. 23 4
564 368.27 precipitation 0.1 4320 > th dose independent rect. 24 14
565 368.27 wind 1.0 43200 > th dose dependent rect. 23 4
578 368.33 precipitation 0.1 4320 < th dose independent rect. 24 14
580 368.33 precipitation 0.1 4320 < th dose dependent rect. 24 14
583 368.35 precipitation 0.1 4320 > th dose dependent rect. 24 17
658 368.66 precipitation 0.1 4320 > th dose dependent rect. 19 16
664 368.68 wind 3.0 14400 < th dose independent rect. 22 7
665 368.68 temperature 20.0 30 > th dose independent rect. 19 9
687 368.81 temperature 25.0 90 < th dose dependent rect. 10 15
697 368.85 precipitation 0.1 4320 > th dose independent rect. 24 17
701 368.85 precipitation 0.1 4320 > th dose dependent rect. 19 13
706 368.86 precipitation 0.1 4320 < th dose independent rect. 24 17
708 368.86 precipitation 0.1 4320 < th dose dependent rect. 24 17
733 368.93 humidity 70.0 1440 < th dose independent rect. 17 1
767 369.04 humidity 70.0 1440 > th dose independent rect. 11 23
773 369.05 temperature 30.0 90 < th dose dependent rect. 3 22
781 369.07 humidity 70.0 720 < th dose independent rect. 18 14
790 369.10 humidity 70.0 1440 > th dose independent rect. 1 20
809 369.13 precipitation 0.1 4320 < th dose independent sin 7 NA
810 369.13 humidity 70.0 1440 > th dose independent rect. 6 15
821 369.13 humidity 70.0 1440 > th dose independent rect. 6 23
824 369.13 precipitation 0.1 4320 < th dose dependent sin 7 NA
836 369.15 humidity 70.0 1440 > th dose independent no NA NA
855 369.16 humidity 70.0 1440 > th dose independent rect. 4 23
872 369.18 humidity 80.0 1440 < th dose dependent rect. 7 1
873 369.18 humidity 70.0 720 > th dose dependent rect. 18 5
934 369.32 precipitation 0.1 4320 > th dose independent sin 7 NA
975 369.45 humidity 80.0 1440 < th dose independent rect. 6 3
979 369.45 temperature 15.0 10 > th dose dependent rect. 9 19
993 369.51 wind 3.0 14400 > th dose independent rect. 22 8