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Os10g0502600

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

Description : Cytochrome b5 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 14.3 (0.0132) R2 : 0.878
β1 : 1.19 (0.0484) R2dD : 0.167 R2D : 0.0971
β2 : 1.75 (0.0342) R2dC : 0.704 R2C : 0.653
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.472 (0.0282) R2dN8 : 0.1 R2N8 : 0.0204
σ : 0.249
deviance : 28.2
__
_____
C
peak time of C : 16.8
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 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
21.73 0.219 14.3 1.14 0.51 -1.5 -1.79 -1.71 0.439 15.7 0.28 675 -- --
23.69 0.227 14.3 1.05 0.419 -1.66 -0.751 -- 0.466 14.5 0.2249 675 -- --
24.19 0.231 14.3 1.19 1.81 0.216 -- 0.638 0.477 16.3 0.197 664 -- --
25.05 0.233 14.3 1.07 0.76 -1.18 -- -- 0.472 16.2 2.745e-05 669 -- --
89.31 0.44 14.4 1.33 -- -1.68 -- 1.51 0.297 -- 174.5 585 -- --
27.93 0.248 14.3 1.19 1.75 -- -0.322 -- 0.474 16.8 -- -- -- --
28.2 0.249 14.3 1.19 1.75 -- -- -- 0.472 16.8 -- -- -- --
26.4 0.239 14.3 1.06 -- -1.94 -- -- 0.415 -- 0.42 620 -- --
55.41 0.347 14.3 -- 0.692 -1.16 -- -- 0.378 16.8 5.245e-08 633 -- --
190.2 0.644 14.3 1.12 -- -- -- -- 0.427 -- -- -- -- --
65.38 0.378 14.3 -- 1.73 -- -- -- 0.34 16.9 -- -- -- --
51.78 0.335 14.3 -- -- -1.99 -- -- 0.284 -- 0.009146 637 -- --
223.44 0.698 14.3 -- -- -- -- -- 0.302 -- -- -- -- --

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 19.42 precipitation 0.1 270 < th dose independent rect. 15 10
2 19.42 precipitation 0.1 270 < th dose dependent rect. 15 10
5 19.76 radiation 40.0 270 < th dose independent rect. 14 11
6 19.79 radiation 40.0 90 < th dose dependent rect. 7 20
7 19.95 precipitation 0.1 270 < th dose independent rect. 1 14
8 19.95 precipitation 0.1 270 < th dose dependent rect. 1 14
13 20.16 wind 9.0 270 < th dose independent rect. 1 14
16 20.18 wind 9.0 270 < th dose independent rect. 15 10
17 20.19 temperature 10.0 270 > th dose independent rect. 15 10
18 20.19 temperature 10.0 270 > th dose independent rect. 1 14
19 20.19 atmosphere 1015.0 270 < th dose independent rect. 1 14
24 20.34 atmosphere 995.0 270 > th dose independent rect. 1 13
27 20.42 atmosphere 995.0 270 > th dose independent rect. 15 10
32 20.62 radiation 1.0 720 < th dose dependent rect. 17 12
37 20.70 radiation 1.0 720 < th dose dependent rect. 17 5
42 20.71 wind 9.0 90 < th dose dependent rect. 19 12
44 20.80 humidity 50.0 10 > th dose independent rect. 7 5
45 20.81 wind 7.0 90 < th dose dependent rect. 3 4
46 20.82 wind 5.0 90 < th dose independent rect. 3 4
48 20.83 temperature 15.0 10 > th dose independent rect. 12 19
55 20.91 precipitation 0.1 10 < th dose independent rect. 12 19
57 20.91 precipitation 0.1 10 < th dose dependent rect. 12 19
61 20.93 temperature 10.0 10 > th dose independent rect. 7 5
63 20.93 atmosphere 995.0 10 > th dose independent rect. 7 5
64 20.93 atmosphere 1015.0 10 < th dose independent rect. 7 5
66 20.94 precipitation 0.1 10 < th dose independent rect. 7 5
67 20.94 wind 9.0 10 < th dose independent rect. 12 19
68 20.94 precipitation 0.1 10 < th dose dependent rect. 7 5
79 20.98 precipitation 0.1 90 < th dose independent rect. 3 4
80 20.98 precipitation 0.1 90 < th dose dependent rect. 3 4
89 21.02 radiation 40.0 90 < th dose independent rect. 7 20
92 21.04 wind 9.0 10 < th dose independent rect. 7 5
93 21.04 radiation 1.0 10 > th dose independent rect. 7 5
96 21.06 atmosphere 1010.0 90 < th dose independent rect. 3 4
97 21.06 wind 1.0 270 > th dose independent rect. 15 10
99 21.08 temperature 10.0 1440 > th dose independent rect. 8 5
102 21.08 atmosphere 995.0 1440 > th dose independent rect. 8 5
103 21.08 temperature 10.0 1440 > th dose independent rect. 13 19
106 21.09 precipitation 0.1 270 < th dose independent rect. 5 21
107 21.09 precipitation 0.1 270 < th dose dependent rect. 5 21
109 21.10 temperature 10.0 90 > th dose independent rect. 3 4
111 21.10 temperature 30.0 90 < th dose independent rect. 3 4
112 21.10 humidity 50.0 90 > th dose independent rect. 3 4
114 21.10 atmosphere 995.0 90 > th dose independent rect. 3 4
116 21.10 radiation 30.0 90 < th dose independent rect. 3 4
121 21.10 temperature 10.0 90 > th dose independent rect. 7 20
122 21.10 precipitation 0.1 90 < th dose independent rect. 7 20
124 21.10 precipitation 0.1 90 < th dose dependent rect. 7 20
126 21.11 atmosphere 995.0 90 > th dose independent rect. 7 20
133 21.15 wind 9.0 270 < th dose independent rect. 6 4
134 21.15 temperature 10.0 270 > th dose independent rect. 6 4
135 21.15 atmosphere 995.0 270 > th dose independent rect. 6 4
136 21.15 atmosphere 1015.0 270 < th dose independent rect. 6 4
137 21.15 temperature 10.0 270 > th dose independent rect. 10 20
139 21.16 humidity 50.0 270 > th dose independent rect. 6 4
142 21.16 radiation 40.0 270 < th dose dependent rect. 15 14
143 21.17 precipitation 0.1 270 < th dose independent rect. 6 4
144 21.17 precipitation 0.1 270 < th dose dependent rect. 6 4
145 21.18 wind 9.0 270 < th dose independent rect. 7 1
146 21.18 temperature 10.0 270 > th dose independent rect. 7 1
148 21.18 temperature 30.0 270 < th dose independent rect. 7 1
149 21.18 humidity 50.0 270 > th dose independent rect. 7 1
151 21.18 atmosphere 995.0 270 > th dose independent rect. 7 1
152 21.18 atmosphere 1015.0 270 < th dose independent rect. 7 1
153 21.18 radiation 40.0 270 < th dose independent rect. 7 1
155 21.18 temperature 10.0 270 > th dose independent rect. 8 23
156 21.18 radiation 40.0 270 < th dose dependent rect. 7 1
157 21.18 radiation 1.0 720 < th dose dependent rect. 19 10
160 21.19 radiation 40.0 270 < th dose independent rect. 6 5
163 21.19 wind 9.0 90 < th dose independent rect. 7 20
164 21.19 wind 9.0 270 < th dose independent rect. 10 20
165 21.20 precipitation 0.1 270 < th dose independent rect. 7 1
169 21.20 precipitation 0.1 270 < th dose dependent rect. 7 1
170 21.21 wind 1.0 10 > th dose independent rect. 7 5
171 21.21 atmosphere 995.0 90 > th dose independent rect. 7 12
185 21.24 radiation 1.0 270 < th dose dependent rect. 2 3
188 21.26 temperature 30.0 270 < th dose independent rect. 6 4
191 21.27 radiation 20.0 270 < th dose dependent rect. 15 15
205 21.28 temperature 10.0 270 > th dose independent rect. 5 21
211 21.28 humidity 50.0 90 > th dose dependent rect. 19 12
212 21.29 radiation 1.0 270 < th dose independent rect. 2 3
215 21.30 wind 9.0 720 < th dose independent rect. 19 10
218 21.31 temperature 10.0 720 > th dose independent rect. 7 10
219 21.31 atmosphere 1015.0 720 < th dose independent rect. 7 10
220 21.31 temperature 10.0 720 > th dose independent rect. 17 14
221 21.31 radiation 30.0 720 < th dose independent rect. 17 14
223 21.32 wind 7.0 90 < th dose independent rect. 19 12
224 21.33 wind 5.0 270 < th dose independent rect. 1 5
226 21.33 radiation 20.0 90 < th dose independent rect. 7 20
228 21.33 wind 9.0 10 < th dose dependent rect. 15 16
232 21.35 precipitation 0.1 270 < th dose independent rect. 10 20
233 21.35 wind 9.0 270 < th dose independent rect. 5 21
235 21.35 precipitation 0.1 270 < th dose dependent rect. 10 20
237 21.36 precipitation 0.1 90 < th dose independent rect. 7 12
240 21.36 precipitation 0.1 90 < th dose dependent rect. 7 12
256 21.38 humidity 70.0 30 > th dose independent rect. 19 12
260 21.38 humidity 50.0 90 > th dose dependent rect. 3 4
274 21.41 radiation 1.0 270 < th dose dependent rect. 23 23
275 21.42 precipitation 0.1 720 < th dose independent rect. 7 10
276 21.42 wind 9.0 720 < th dose independent rect. 17 14
278 21.42 atmosphere 995.0 10 > th dose independent rect. 12 19
279 21.42 precipitation 0.1 720 < th dose dependent rect. 7 10
284 21.43 radiation 1.0 270 < th dose independent rect. 15 15
300 21.45 atmosphere 1000.0 10 > th dose independent rect. 7 7
302 21.45 humidity 50.0 270 > th dose independent rect. 1 13
303 21.45 wind 9.0 10 < th dose independent rect. 15 16
321 21.46 temperature 10.0 720 > th dose independent rect. 19 10
322 21.46 temperature 30.0 720 < th dose independent rect. 19 10
323 21.46 humidity 50.0 720 > th dose independent rect. 19 10
324 21.46 atmosphere 995.0 720 > th dose independent rect. 19 10
326 21.46 radiation 20.0 720 < th dose independent rect. 19 10
329 21.46 temperature 10.0 720 > th dose independent rect. 5 14
330 21.46 atmosphere 1015.0 720 < th dose independent rect. 5 14
337 21.46 humidity 50.0 270 > th dose dependent rect. 7 1
361 21.47 temperature 10.0 270 > th dose independent rect. 10 11
362 21.47 temperature 10.0 270 > th dose independent rect. 21 13
363 21.47 atmosphere 995.0 270 > th dose independent rect. 21 13
370 21.47 radiation 40.0 720 < th dose dependent rect. 19 10
376 21.48 radiation 10.0 90 < th dose independent rect. 17 10
377 21.48 temperature 15.0 90 > th dose independent rect. 19 12
378 21.48 humidity 50.0 270 > th dose independent rect. 21 13
399 21.50 temperature 15.0 720 > th dose independent rect. 19 1
401 21.50 temperature 10.0 90 > th dose independent rect. 7 12
403 21.50 temperature 30.0 90 < th dose independent rect. 19 12
404 21.50 humidity 50.0 90 > th dose independent rect. 19 12
407 21.50 atmosphere 995.0 90 > th dose independent rect. 19 12
408 21.50 atmosphere 1015.0 90 < th dose independent rect. 7 12
409 21.50 radiation 40.0 90 < th dose independent rect. 19 12
410 21.50 radiation 40.0 10 < th dose independent rect. 15 16
433 21.52 temperature 10.0 1440 > th dose independent rect. 8 12
436 21.52 temperature 10.0 1440 > th dose independent rect. 20 12
439 21.52 temperature 30.0 1440 < th dose independent rect. 20 12
443 21.52 humidity 50.0 1440 > th dose independent rect. 20 12
448 21.52 atmosphere 995.0 1440 > th dose independent rect. 20 12
450 21.52 wind 9.0 270 < th dose dependent rect. 7 1
460 21.53 precipitation 0.1 270 < th dose independent rect. 1 5
464 21.53 wind 9.0 720 < th dose independent rect. 19 18
465 21.53 precipitation 0.1 270 < th dose dependent rect. 1 5
467 21.54 wind 9.0 270 < th dose independent rect. 21 13
469 21.54 humidity 50.0 10 > th dose independent rect. 12 19
471 21.54 radiation 40.0 90 < th dose dependent rect. 17 10
485 21.55 radiation 1.0 720 < th dose independent rect. 19 10
492 21.55 wind 9.0 270 < th dose independent rect. 9 22
514 21.57 radiation 1.0 270 > th dose independent rect. 7 1
516 21.57 radiation 1.0 720 < th dose independent rect. 17 5
544 21.58 wind 9.0 30 < th dose dependent rect. 12 19
554 21.59 temperature 10.0 1440 > th dose independent rect. 8 8
559 21.59 temperature 10.0 1440 > th dose independent rect. 16 16
566 21.59 temperature 10.0 30 > th dose dependent rect. 4 3
573 21.60 temperature 10.0 720 > th dose independent rect. 1 6
574 21.60 temperature 30.0 720 < th dose independent rect. 1 6
575 21.60 humidity 50.0 720 > th dose independent rect. 1 6
578 21.60 atmosphere 995.0 720 > th dose independent rect. 1 6
579 21.60 radiation 30.0 720 < th dose independent rect. 1 6
592 21.60 temperature 10.0 720 > th dose independent rect. 7 18
601 21.61 wind 7.0 720 < th dose independent rect. 19 1
611 21.61 temperature 10.0 270 > th dose dependent rect. 2 3
613 21.61 radiation 40.0 270 < th dose dependent rect. 6 5
621 21.62 humidity 50.0 90 > th dose independent rect. 7 12
640 21.64 atmosphere 1015.0 10 < th dose independent rect. 12 19
642 21.64 precipitation 0.1 270 < th dose independent rect. 8 23
643 21.64 precipitation 0.1 270 < th dose dependent rect. 8 23
650 21.66 wind 1.0 270 > th dose independent rect. 7 1
657 21.66 humidity 50.0 90 > th dose independent rect. 17 10
673 21.67 temperature 30.0 720 < th dose independent rect. 19 1
676 21.67 humidity 50.0 720 > th dose independent rect. 19 1
678 21.67 atmosphere 995.0 720 > th dose independent rect. 19 1
680 21.67 atmosphere 1015.0 720 < th dose independent rect. 19 1
681 21.67 radiation 1.0 720 < th dose independent rect. 19 1
696 21.67 atmosphere 1010.0 270 < th dose independent rect. 1 5
707 21.67 atmosphere 995.0 270 > th dose independent rect. 5 21
710 21.67 temperature 10.0 720 > th dose independent rect. 20 23
711 21.67 radiation 1.0 720 < th dose dependent rect. 19 1
730 21.68 wind 9.0 1440 < th dose independent rect. 4 4
731 21.68 temperature 10.0 1440 > th dose independent rect. 4 4
734 21.68 temperature 30.0 1440 < th dose independent rect. 4 4
738 21.68 humidity 50.0 1440 > th dose independent rect. 4 4
743 21.68 atmosphere 995.0 1440 > th dose independent rect. 4 4
744 21.68 atmosphere 1015.0 1440 < th dose independent rect. 4 4
748 21.68 precipitation 0.1 90 < th dose independent rect. 19 12
751 21.68 temperature 10.0 1440 > th dose independent rect. 8 20
759 21.68 precipitation 0.1 90 < th dose dependent rect. 19 12
763 21.69 wind 1.0 720 > th dose independent rect. 19 1
766 21.69 wind 1.0 270 > th dose independent rect. 6 4
774 21.69 radiation 40.0 270 < th dose dependent rect. 1 5
785 21.70 wind 9.0 90 < th dose independent rect. 7 12
790 21.70 radiation 40.0 90 < th dose dependent rect. 15 12
792 21.70 radiation 1.0 270 < th dose dependent rect. 2 16
825 21.74 precipitation 0.1 270 < th dose independent rect. 21 13
830 21.74 precipitation 0.1 270 < th dose dependent rect. 21 13
835 21.75 precipitation 0.1 720 < th dose independent rect. 5 14
840 21.75 precipitation 0.1 720 < th dose dependent rect. 5 14
865 21.77 humidity 50.0 270 > th dose independent rect. 10 20
866 21.77 wind 9.0 270 < th dose dependent rect. 1 14
869 21.78 radiation 40.0 10 < th dose independent rect. 7 5
873 21.78 atmosphere 1015.0 30 < th dose dependent rect. 4 3
892 21.79 temperature 10.0 720 > th dose independent rect. 13 6
893 21.79 atmosphere 1015.0 720 < th dose independent rect. 13 6
896 21.79 temperature 10.0 720 > th dose independent rect. 19 18
897 21.79 atmosphere 995.0 720 > th dose independent rect. 19 18
923 21.80 wind 9.0 270 < th dose independent rect. 10 11
939 21.81 atmosphere 1015.0 270 < th dose independent rect. 10 11
961 21.82 radiation 1.0 270 > th dose independent rect. 16 23
989 21.83 atmosphere 995.0 270 > th dose independent rect. 10 20