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Os11g0592800

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

Description : Similar to CDK5RAP1-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12 (0.0182) R2 : 0.727
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.52 (0.0473) R2dC : 0.624 R2C : 0.602
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.486 (0.0383) R2dN8 : 0.125 R2N8 : 0.102
σ : 0.343
deviance : 53.83
__
_____
C
peak time of C : 19.1
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
46.1 0.319 12 -0.205 1.48 0.564 -0.249 -0.121 -0.559 20.3 13.13 216 -- --
46.15 0.316 12 -0.203 1.48 0.559 -0.203 -- -0.558 20.3 13.14 213 -- --
46.28 0.317 12 -0.196 1.49 0.567 -- -0.0487 -0.559 20.3 12.76 213 -- --
46.27 0.317 12 -0.199 1.48 0.562 -- -- -0.558 20.3 13.14 213 -- --
58.69 0.357 12 -0.291 -- 2.02 -- 0.267 -0.73 -- 2.19 843 -- --
53.19 0.342 12 -0.124 1.52 -- -0.325 -- -0.498 19.1 -- -- -- --
53.47 0.342 12 -0.117 1.52 -- -- -- -0.499 19.1 -- -- -- --
57.27 0.352 12 -0.225 -- 2.07 -- -- -0.631 -- 2.153 845 -- --
47.28 0.32 12 -- 1.5 0.543 -- -- -0.541 20.3 13.29 205 -- --
175.4 0.619 11.9 -0.147 -- -- -- -- -0.526 -- -- -- -- --
53.83 0.343 12 -- 1.52 -- -- -- -0.486 19.1 -- -- -- --
58.3 0.356 11.9 -- -- 2.06 -- -- -0.579 -- 2.045 847 -- --
175.97 0.619 11.9 -- -- -- -- -- -0.51 -- -- -- -- --

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 38.36 atmosphere 1000.0 90 > th dose dependent rect. 5 3
3 38.92 radiation 1.0 90 > th dose independent rect. 4 3
23 39.57 precipitation 0.1 90 < th dose independent rect. 8 21
25 39.57 precipitation 0.1 90 < th dose dependent rect. 8 21
26 39.61 wind 5.0 90 < th dose independent rect. 5 3
27 39.64 wind 9.0 90 < th dose independent rect. 8 21
46 39.85 precipitation 0.1 90 < th dose independent rect. 5 3
47 39.85 precipitation 0.1 90 < th dose dependent rect. 5 3
50 39.89 temperature 10.0 90 > th dose independent rect. 5 3
52 39.89 temperature 30.0 90 < th dose independent rect. 5 3
53 39.89 humidity 50.0 90 > th dose independent rect. 5 3
55 39.89 atmosphere 995.0 90 > th dose independent rect. 5 3
56 39.89 atmosphere 1015.0 90 < th dose independent rect. 5 3
57 39.89 temperature 10.0 90 > th dose independent rect. 8 21
59 39.90 radiation 1.0 90 > th dose dependent rect. 18 13
61 39.93 radiation 40.0 90 < th dose independent rect. 5 3
62 39.97 radiation 20.0 90 < th dose independent rect. 5 3
66 40.01 radiation 1.0 90 > th dose dependent rect. 4 3
76 40.03 atmosphere 1000.0 90 > th dose independent rect. 5 17
77 40.04 atmosphere 995.0 270 > th dose independent rect. 17 14
83 40.11 temperature 10.0 90 > th dose dependent rect. 8 20
97 40.15 wind 9.0 270 < th dose independent rect. 7 10
102 40.21 atmosphere 1005.0 90 > th dose independent rect. 5 3
103 40.21 radiation 40.0 90 < th dose dependent rect. 5 18
104 40.22 temperature 10.0 90 > th dose dependent rect. 5 2
107 40.28 wind 9.0 90 < th dose dependent rect. 5 3
109 40.33 atmosphere 995.0 90 > th dose dependent rect. 4 18
111 40.34 wind 1.0 90 > th dose independent rect. 5 3
112 40.34 radiation 30.0 270 < th dose dependent rect. 15 16
114 40.35 radiation 40.0 270 < th dose dependent rect. 3 18
117 40.39 radiation 40.0 90 < th dose dependent rect. 5 3
132 40.57 precipitation 0.1 270 < th dose independent rect. 7 10
133 40.57 precipitation 0.1 270 < th dose dependent rect. 7 10
144 40.65 radiation 10.0 270 < th dose independent rect. 16 15
148 40.73 temperature 30.0 90 < th dose dependent rect. 6 1
151 40.75 temperature 10.0 270 > th dose independent rect. 7 10
152 40.75 atmosphere 1015.0 270 < th dose independent rect. 7 10
153 40.75 temperature 10.0 270 > th dose independent rect. 17 14
154 40.75 radiation 40.0 270 < th dose independent rect. 17 14
193 40.94 wind 1.0 90 > th dose independent rect. 6 1
197 40.95 humidity 50.0 90 > th dose dependent rect. 5 3
213 40.97 radiation 40.0 90 < th dose independent rect. 5 17
240 41.12 atmosphere 1005.0 10 > th dose independent rect. 6 2
243 41.12 radiation 10.0 270 < th dose independent rect. 3 5
248 41.15 humidity 50.0 270 > th dose independent rect. 17 14
267 41.20 radiation 20.0 90 < th dose independent rect. 5 17
268 41.20 atmosphere 1000.0 10 > th dose independent rect. 7 23
272 41.21 wind 9.0 270 < th dose independent rect. 17 14
280 41.24 humidity 90.0 10 < th dose independent rect. 5 3
294 41.26 wind 1.0 270 > th dose independent rect. 7 10
302 41.31 radiation 20.0 270 < th dose dependent rect. 3 6
313 41.36 temperature 10.0 90 > th dose dependent rect. 8 9
317 41.40 radiation 10.0 270 < th dose independent rect. 3 18
323 41.44 radiation 40.0 90 < th dose dependent rect. 5 6
327 41.46 radiation 30.0 270 < th dose dependent rect. 3 8
339 41.49 radiation 30.0 270 < th dose dependent rect. 3 4
348 41.51 radiation 20.0 90 < th dose independent rect. 5 6
349 41.51 radiation 40.0 270 < th dose independent rect. 2 20
356 41.54 radiation 40.0 270 < th dose independent rect. 11 11
370 41.58 atmosphere 1015.0 90 < th dose independent rect. 8 21
433 41.72 radiation 40.0 10 < th dose dependent rect. 6 2
456 41.77 radiation 1.0 270 > th dose independent rect. 7 10
470 41.80 wind 5.0 90 < th dose independent rect. 21 8
510 41.84 atmosphere 995.0 90 > th dose independent rect. 8 21
523 41.89 radiation 40.0 270 < th dose dependent rect. 11 20
527 41.90 radiation 40.0 270 < th dose dependent rect. 3 12
536 41.93 wind 9.0 1440 < th dose independent rect. 5 4
537 41.93 temperature 10.0 1440 > th dose independent rect. 5 4
540 41.93 humidity 50.0 1440 > th dose independent rect. 5 4
542 41.93 atmosphere 995.0 1440 > th dose independent rect. 5 4
543 41.93 atmosphere 1015.0 1440 < th dose independent rect. 5 4
544 41.93 temperature 10.0 1440 > th dose independent rect. 9 20
569 42.02 wind 5.0 270 < th dose independent rect. 21 6
591 42.09 temperature 30.0 90 < th dose dependent rect. 5 16
596 42.10 radiation 1.0 90 < th dose dependent rect. 21 10
608 42.13 humidity 90.0 90 < th dose independent rect. 6 1
624 42.17 temperature 15.0 270 > th dose independent rect. 3 18
646 42.21 precipitation 0.1 90 < th dose independent rect. 21 8
647 42.21 precipitation 0.1 90 < th dose dependent rect. 21 8
661 42.24 radiation 1.0 90 < th dose dependent sin 10 NA
666 42.26 radiation 1.0 90 < th dose independent rect. 21 8
688 42.27 wind 9.0 90 < th dose dependent rect. 21 8
696 42.28 temperature 10.0 90 > th dose independent rect. 21 8
697 42.28 temperature 30.0 90 < th dose independent rect. 21 8
698 42.28 humidity 50.0 90 > th dose independent rect. 21 8
701 42.28 atmosphere 995.0 90 > th dose independent rect. 21 8
705 42.28 temperature 10.0 90 > th dose independent rect. 5 16
706 42.28 atmosphere 1015.0 90 < th dose independent rect. 5 16
715 42.29 radiation 1.0 90 < th dose dependent rect. 21 13
721 42.30 radiation 40.0 1440 < th dose dependent rect. 23 6
737 42.31 atmosphere 1015.0 30 < th dose dependent rect. 8 21
748 42.33 humidity 50.0 90 > th dose dependent rect. 21 8
756 42.35 precipitation 0.1 270 < th dose independent rect. 21 6
760 42.35 precipitation 0.1 270 < th dose dependent rect. 21 6
797 42.38 temperature 30.0 90 < th dose dependent rect. 5 3
859 42.50 temperature 10.0 270 > th dose independent rect. 21 6
860 42.50 temperature 30.0 270 < th dose independent rect. 21 6
861 42.50 humidity 50.0 270 > th dose independent rect. 21 6
864 42.50 atmosphere 995.0 270 > th dose independent rect. 21 6
865 42.50 radiation 1.0 270 < th dose independent rect. 21 6
875 42.50 radiation 1.0 270 < th dose dependent rect. 21 6
897 42.53 humidity 50.0 10 > th dose dependent rect. 6 2
906 42.54 atmosphere 995.0 90 > th dose dependent rect. 17 15
911 42.55 precipitation 0.1 270 < th dose independent rect. 17 14
914 42.55 precipitation 0.1 270 < th dose dependent rect. 17 14
928 42.57 radiation 40.0 90 < th dose dependent rect. 5 8
970 42.63 radiation 1.0 90 < th dose independent rect. 21 10
997 42.65 radiation 20.0 270 < th dose independent rect. 11 20