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Os01g0818300

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

Description : KH domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.15 (0.0308) R2 : 0.757
β1 : 2.36 (0.113) R2dD : 0.242 R2D : 0.193
β2 : 2.55 (0.0805) R2dC : 0.535 R2C : 0.505
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.526 (0.0658) R2dN8 : 0.0456 R2N8 : -0.00884
σ : 0.58
deviance : 153.32
__
_____
C
peak time of C : 18
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 = 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
140.02 0.556 8.14 2.49 2.51 0.865 1.24 -1.21 0.592 18 80 1386 -- --
141.39 0.554 8.14 2.44 2.52 0.826 1.16 -- 0.587 18 81 1385 -- --
143.76 0.558 8.14 2.47 2.52 0.886 -- -1.12 0.598 18 80.14 1400 -- --
144.8 0.56 8.14 2.38 2.51 0.821 -- -- 0.578 18 80.78 1387 -- --
440.18 0.982 8.11 2.28 -- -0.653 -- -0.314 0.474 -- 80.14 1400 -- --
149.36 0.573 8.16 2.37 2.54 -- 1.27 -- 0.521 18 -- -- -- --
153.32 0.58 8.15 2.36 2.55 -- -- -- 0.526 18 -- -- -- --
434.45 0.975 8.11 2.27 -- -0.697 -- -- 0.457 -- 80 4881 -- --
277.84 0.776 8.13 -- 2.56 1.15 -- -- 0.667 18 87.89 3021 -- --
489.5 1.03 8.11 2.29 -- -- -- -- 0.468 -- -- -- -- --
300.49 0.811 8.21 -- 2.51 -- -- -- 0.263 18 -- -- -- --
568.92 1.11 8.16 -- -- -0.728 -- -- 0.24 -- 77.08 4940 -- --
627.61 1.17 8.17 -- -- -- -- -- 0.214 -- -- -- -- --

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
1 132.71 humidity 90.0 720 > th dose dependent rect. 22 1
3 133.17 atmosphere 1000.0 270 > th dose independent rect. 22 5
5 133.76 humidity 90.0 720 > th dose dependent rect. 20 5
12 134.34 humidity 90.0 720 > th dose dependent rect. 10 15
17 134.64 humidity 90.0 720 > th dose dependent rect. 14 11
24 134.86 humidity 90.0 720 < th dose independent rect. 20 3
34 135.30 humidity 90.0 720 > th dose independent rect. 22 1
43 135.46 humidity 90.0 720 < th dose dependent rect. 20 1
48 135.54 humidity 90.0 720 > th dose independent rect. 21 3
54 135.69 atmosphere 995.0 270 > th dose dependent rect. 22 5
65 136.12 humidity 50.0 270 > th dose independent rect. 14 8
66 136.17 humidity 90.0 720 > th dose dependent sin 18 NA
71 136.37 radiation 1.0 1440 < th dose independent rect. 11 1
72 136.37 radiation 1.0 1440 < th dose dependent rect. 11 1
76 136.47 precipitation 0.1 270 > th dose independent rect. 24 4
80 136.58 humidity 50.0 270 > th dose independent rect. 3 19
82 136.60 atmosphere 995.0 270 > th dose dependent rect. 23 3
83 136.72 precipitation 0.1 270 > th dose independent rect. 2 2
84 136.77 precipitation 0.1 270 > th dose independent rect. 21 7
91 136.84 precipitation 0.1 270 > th dose dependent rect. 2 2
104 137.06 precipitation 0.1 270 > th dose dependent rect. 24 4
109 137.19 radiation 1.0 90 < th dose independent rect. 23 12
110 137.20 temperature 30.0 270 < th dose independent rect. 14 8
112 137.23 radiation 1.0 90 < th dose independent rect. 23 9
116 137.25 radiation 1.0 90 < th dose independent rect. 23 16
150 137.63 temperature 30.0 270 < th dose independent rect. 3 18
154 137.67 temperature 30.0 270 < th dose independent rect. 2 20
161 137.78 humidity 70.0 10 > th dose independent rect. 5 19
167 137.81 radiation 1.0 90 < th dose dependent rect. 23 12
169 137.82 humidity 70.0 720 > th dose dependent rect. 18 8
173 137.83 atmosphere 1015.0 270 < th dose independent rect. 3 19
174 137.84 temperature 15.0 270 > th dose independent rect. 3 19
175 137.84 radiation 1.0 90 < th dose dependent rect. 23 9
182 137.86 radiation 1.0 90 < th dose dependent rect. 23 16
183 137.88 radiation 40.0 270 < th dose independent rect. 3 19
197 137.97 humidity 90.0 720 > th dose independent rect. 15 9
210 138.12 humidity 90.0 720 > th dose independent rect. 10 14
212 138.12 humidity 70.0 270 > th dose dependent rect. 22 4
240 138.26 precipitation 0.1 270 < th dose independent rect. 3 19
241 138.26 precipitation 0.1 270 < th dose dependent rect. 3 19
259 138.35 radiation 10.0 270 < th dose independent rect. 3 19
261 138.35 atmosphere 1005.0 10 < th dose dependent rect. 24 10
263 138.38 radiation 40.0 270 < th dose dependent rect. 3 19
275 138.45 atmosphere 1015.0 270 < th dose independent rect. 2 21
282 138.50 wind 1.0 90 > th dose independent rect. 23 7
283 138.50 temperature 30.0 270 < th dose independent rect. 15 18
288 138.52 radiation 20.0 270 < th dose dependent rect. 3 19
294 138.56 temperature 15.0 270 > th dose independent rect. 2 21
314 138.69 temperature 30.0 270 < th dose independent rect. 16 16
326 138.77 wind 7.0 270 < th dose independent rect. 11 15
329 138.78 humidity 90.0 30 < th dose independent rect. 18 15
349 138.85 atmosphere 1000.0 10 > th dose independent rect. 24 4
353 138.87 radiation 1.0 90 > th dose independent sin 8 NA
357 138.88 humidity 60.0 270 > th dose independent rect. 16 16
361 138.90 radiation 1.0 90 < th dose independent sin 8 NA
371 138.93 humidity 90.0 720 < th dose independent rect. 10 14
386 138.99 wind 9.0 270 < th dose independent rect. 22 5
387 138.99 temperature 10.0 270 > th dose independent rect. 22 5
388 138.99 temperature 30.0 270 < th dose independent rect. 22 5
389 138.99 humidity 50.0 270 > th dose independent rect. 22 5
393 138.99 radiation 1.0 270 < th dose independent rect. 22 5
401 138.99 radiation 1.0 270 < th dose dependent rect. 22 5
418 139.06 atmosphere 1010.0 270 < th dose independent rect. 15 7
432 139.09 humidity 60.0 270 > th dose independent rect. 15 18
456 139.17 humidity 90.0 30 < th dose independent rect. 16 17
471 139.22 precipitation 0.1 270 < th dose independent rect. 22 5
472 139.22 precipitation 0.1 270 < th dose dependent rect. 22 5
476 139.23 precipitation 0.1 270 < th dose independent rect. 2 21
477 139.23 precipitation 0.1 270 < th dose dependent rect. 2 21
478 139.24 radiation 30.0 270 < th dose independent rect. 3 7
482 139.26 radiation 1.0 270 > th dose independent rect. 4 2
488 139.26 temperature 15.0 270 > th dose independent rect. 15 7
545 139.40 atmosphere 1010.0 90 < th dose independent rect. 17 7
547 139.40 humidity 80.0 1440 > th dose independent rect. 10 21
553 139.42 wind 7.0 270 < th dose independent rect. 8 9
561 139.43 radiation 10.0 30 < th dose dependent sin 8 NA
564 139.44 humidity 90.0 720 > th dose independent rect. 5 19
567 139.45 humidity 90.0 720 > th dose independent sin 17 NA
572 139.47 humidity 90.0 30 > th dose independent rect. 23 5
612 139.55 humidity 70.0 10 > th dose independent rect. 16 8
638 139.60 temperature 30.0 270 < th dose dependent rect. 22 5
647 139.62 humidity 80.0 1440 > th dose independent rect. 20 21
654 139.63 humidity 50.0 270 > th dose dependent rect. 3 18
655 139.63 humidity 70.0 1440 > th dose dependent rect. 10 20
668 139.67 atmosphere 1010.0 10 < th dose independent rect. 16 8
724 139.77 humidity 70.0 90 > th dose independent rect. 17 6
731 139.79 radiation 40.0 270 < th dose dependent rect. 14 8
743 139.82 radiation 40.0 270 < th dose independent rect. 14 8
762 139.85 wind 9.0 270 < th dose independent rect. 3 19
780 139.88 radiation 10.0 10 < th dose dependent rect. 9 15
796 139.92 humidity 90.0 720 < th dose dependent rect. 18 13
799 139.93 wind 7.0 270 < th dose independent rect. 22 17
816 139.97 temperature 10.0 270 > th dose independent rect. 23 3
817 139.97 temperature 30.0 270 < th dose independent rect. 23 3
818 139.97 humidity 50.0 270 > th dose independent rect. 23 3
822 139.97 radiation 1.0 270 < th dose independent rect. 23 3
827 139.97 humidity 90.0 10 < th dose independent rect. 5 4
832 139.97 radiation 1.0 270 < th dose dependent rect. 23 3
848 139.98 radiation 10.0 10 < th dose dependent rect. 24 6
849 139.98 temperature 10.0 270 > th dose dependent rect. 8 9
852 139.99 wind 9.0 270 < th dose independent rect. 23 3
871 140.01 radiation 30.0 270 < th dose dependent rect. 16 17
882 140.02 humidity 80.0 1440 < th dose independent rect. 10 21
891 140.04 radiation 20.0 270 < th dose independent rect. 16 17
907 140.06 atmosphere 1000.0 270 > th dose independent rect. 22 17
914 140.07 atmosphere 995.0 270 > th dose independent rect. 3 19
942 140.10 wind 9.0 270 < th dose dependent rect. 9 8
945 140.11 humidity 90.0 30 < th dose independent rect. 3 6
955 140.12 precipitation 0.1 270 < th dose independent rect. 23 3
962 140.12 precipitation 0.1 270 < th dose dependent rect. 23 3
983 140.15 humidity 80.0 1440 < th dose independent rect. 10 17
988 140.16 humidity 80.0 1440 > th dose independent rect. 10 6
993 140.16 atmosphere 1015.0 10 < th dose independent rect. 5 19
999 140.16 temperature 30.0 90 < th dose dependent rect. 6 17