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Os03g0853600

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 : 7.94 (0.0241) R2 : 0.766
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.25 (0.0587) R2dC : 0.759 R2C : 0.751
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.239 (0.0506) R2dN8 : 0.0148 R2N8 : 0.00686
σ : 0.453
deviance : 93.88
__
_____
C
peak time of C : 21.9
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 = temperature, 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
81.73 0.425 7.89 0.717 2.44 -0.781 -0.3 0.996 0.455 21.7 16.47 710 -- --
82.69 0.424 7.91 0.616 2.43 -0.742 0.000337 -- 0.427 21.7 17.26 633 -- --
82.01 0.422 7.89 0.687 2.44 -0.791 -- 0.807 0.452 21.7 16.58 663 -- --
82.38 0.423 7.91 0.529 2.44 -0.779 -- -- 0.405 21.7 16.34 647 -- --
349.05 0.875 7.81 0.783 -- -1.6 -- 0.791 0.542 -- 16.58 663 -- --
90.9 0.447 7.94 0.324 2.25 -- -0.164 -- 0.276 21.8 -- -- -- --
91 0.447 7.94 0.33 2.25 -- -- -- 0.276 21.8 -- -- -- --
349.67 0.875 7.82 0.662 -- -1.58 -- -- 0.508 -- 16.58 663 -- --
89.01 0.439 7.93 -- 2.38 -0.506 -- -- 0.316 21.7 18.8 597 -- --
393.95 0.927 7.87 0.354 -- -- -- -- 0.275 -- -- -- -- --
93.88 0.453 7.94 -- 2.25 -- -- -- 0.239 21.9 -- -- -- --
360.13 0.887 7.84 -- -- -1.27 -- -- 0.412 -- 18.8 597 -- --
397.26 0.93 7.88 -- -- -- -- -- 0.236 -- -- -- -- --

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 70.80 humidity 80.0 270 > th dose independent rect. 3 6
3 71.97 temperature 15.0 270 > th dose dependent rect. 3 5
11 72.86 radiation 30.0 270 < th dose dependent rect. 3 6
12 72.97 radiation 20.0 270 < th dose independent rect. 3 6
13 72.99 humidity 70.0 270 > th dose dependent rect. 3 6
21 73.34 radiation 1.0 90 < th dose dependent sin 10 NA
23 73.43 radiation 1.0 90 < th dose independent sin 11 NA
27 73.58 radiation 1.0 90 > th dose independent sin 11 NA
39 74.10 temperature 10.0 270 > th dose dependent rect. 15 17
50 74.45 wind 5.0 270 < th dose independent rect. 3 4
64 74.72 temperature 20.0 270 > th dose independent rect. 3 5
71 74.80 wind 9.0 270 < th dose dependent rect. 3 4
73 74.86 wind 9.0 270 < th dose independent rect. 7 20
87 75.15 radiation 10.0 270 < th dose independent rect. 4 3
88 75.15 precipitation 0.1 270 < th dose independent rect. 3 4
89 75.15 precipitation 0.1 270 < th dose dependent rect. 3 4
90 75.16 radiation 1.0 90 < th dose dependent rect. 21 9
95 75.19 temperature 20.0 270 > th dose independent rect. 4 3
112 75.35 radiation 1.0 90 < th dose independent rect. 21 9
119 75.38 radiation 1.0 90 > th dose independent rect. 18 14
121 75.41 precipitation 0.1 270 < th dose independent rect. 7 20
122 75.41 precipitation 0.1 270 < th dose dependent rect. 7 20
134 75.56 wind 7.0 270 < th dose independent rect. 7 8
136 75.57 temperature 10.0 270 > th dose independent rect. 3 4
138 75.57 temperature 30.0 270 < th dose independent rect. 3 4
139 75.57 humidity 50.0 270 > th dose independent rect. 3 4
141 75.57 atmosphere 995.0 270 > th dose independent rect. 3 4
142 75.57 atmosphere 1015.0 270 < th dose independent rect. 3 4
145 75.57 temperature 10.0 270 > th dose independent rect. 7 20
163 75.70 radiation 1.0 90 < th dose dependent rect. 21 13
168 75.71 radiation 1.0 90 < th dose dependent rect. 21 19
169 75.72 temperature 20.0 270 > th dose independent rect. 3 18
175 75.75 temperature 20.0 30 > th dose independent rect. 5 17
195 75.81 atmosphere 995.0 270 > th dose independent rect. 7 20
198 75.84 radiation 1.0 90 > th dose independent rect. 4 4
210 75.85 temperature 15.0 10 > th dose dependent rect. 17 16
225 75.98 humidity 50.0 270 > th dose independent rect. 7 20
239 76.08 temperature 25.0 10 > th dose independent rect. 5 3
272 76.21 radiation 1.0 90 < th dose independent rect. 21 13
280 76.23 temperature 10.0 270 > th dose dependent rect. 3 18
288 76.27 radiation 1.0 90 < th dose independent rect. 21 18
302 76.34 temperature 20.0 270 > th dose independent rect. 13 9
324 76.45 precipitation 0.1 270 < th dose independent rect. 3 16
325 76.45 precipitation 0.1 270 < th dose dependent rect. 3 16
339 76.50 radiation 20.0 270 < th dose independent rect. 15 17
361 76.62 wind 7.0 270 < th dose independent rect. 19 8
362 76.62 precipitation 0.1 270 < th dose independent rect. 19 8
364 76.62 precipitation 0.1 270 < th dose dependent rect. 19 8
371 76.65 temperature 20.0 270 > th dose independent rect. 14 18
372 76.65 radiation 10.0 10 < th dose dependent rect. 22 8
385 76.72 temperature 15.0 270 > th dose independent rect. 7 8
400 76.76 temperature 30.0 10 < th dose dependent rect. 22 8
411 76.79 radiation 1.0 270 < th dose dependent rect. 19 8
413 76.80 temperature 10.0 270 > th dose independent rect. 19 8
414 76.80 temperature 30.0 270 < th dose independent rect. 19 8
415 76.80 humidity 50.0 270 > th dose independent rect. 19 8
416 76.80 atmosphere 995.0 270 > th dose independent rect. 19 8
417 76.80 radiation 1.0 270 < th dose independent rect. 19 8
423 76.80 temperature 10.0 270 > th dose independent rect. 3 16
424 76.80 atmosphere 1015.0 270 < th dose independent rect. 3 16
429 76.80 temperature 10.0 90 > th dose dependent rect. 5 17
430 76.81 humidity 70.0 270 > th dose independent rect. 19 8
452 76.91 wind 7.0 270 < th dose independent rect. 22 15
479 76.95 atmosphere 995.0 270 > th dose dependent rect. 8 19
488 76.96 precipitation 0.1 270 < th dose independent rect. 7 8
490 76.96 precipitation 0.1 270 < th dose dependent rect. 7 8
494 76.98 atmosphere 1015.0 270 < th dose independent rect. 7 8
495 76.98 temperature 10.0 270 > th dose independent rect. 15 16
500 77.00 atmosphere 995.0 270 > th dose independent rect. 7 8
517 77.05 atmosphere 995.0 270 > th dose dependent rect. 21 6
524 77.08 radiation 30.0 90 < th dose independent rect. 5 6
525 77.08 precipitation 0.1 270 < th dose independent rect. 15 16
527 77.08 precipitation 0.1 270 < th dose dependent rect. 15 16
535 77.10 atmosphere 1015.0 270 < th dose dependent rect. 3 4
554 77.17 atmosphere 1010.0 270 < th dose independent rect. 13 9
572 77.24 radiation 40.0 270 < th dose dependent rect. 15 17
580 77.28 temperature 30.0 90 < th dose dependent rect. 21 8
582 77.28 temperature 10.0 720 > th dose dependent rect. 19 12
613 77.37 radiation 1.0 90 > th dose dependent rect. 18 13
616 77.38 wind 9.0 270 < th dose independent rect. 15 16
634 77.39 temperature 30.0 10 < th dose dependent rect. 20 10
684 77.49 wind 5.0 10 < th dose dependent rect. 6 3
685 77.49 radiation 1.0 270 < th dose dependent rect. 13 14
688 77.50 temperature 20.0 10 > th dose independent rect. 17 16
711 77.56 radiation 1.0 90 > th dose dependent rect. 4 3
737 77.59 temperature 30.0 270 < th dose dependent rect. 21 6
739 77.60 wind 3.0 10 < th dose independent rect. 6 3
740 77.60 radiation 1.0 270 > th dose independent rect. 7 8
760 77.65 radiation 1.0 90 < th dose dependent rect. 21 22
790 77.68 wind 1.0 270 > th dose independent rect. 8 19
823 77.73 wind 9.0 270 < th dose independent rect. 3 16
824 77.73 temperature 25.0 10 > th dose independent rect. 15 18
827 77.74 wind 1.0 270 > th dose independent rect. 7 8
849 77.77 wind 9.0 270 < th dose dependent rect. 8 6
916 77.86 radiation 30.0 270 < th dose independent rect. 12 21
919 77.87 temperature 10.0 270 > th dose dependent rect. 14 8
930 77.89 temperature 10.0 270 > th dose independent rect. 22 15
931 77.89 atmosphere 995.0 270 > th dose independent rect. 22 15
998 78.02 humidity 50.0 270 > th dose independent rect. 7 8