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Os08g0243500

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

Description : Similar to NADPH-cytochrome P450 oxydoreductase isoform 2.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.6 (0.028) R2 : 0.935
β1 : -1.06 (0.102) R2dD : 0.0158 R2D : 0.00999
β2 : 6.68 (0.0859) R2dC : 1.42 R2C : 0.677
β3 : -2.24 (0.0691) R2dE : 0.246 R2E : -0.496
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.143 (0.0597) R2dN8 : 0.00111 R2N8 : -0.00704
σ : 0.523
deviance : 126.08
__
_____
C
peak time of C : 10.5
E
wheather : wind
threshold : 50.27
memory length : 202
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 5.5
open length of G : 13.5

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = < th, dose dependency = dose independent, type of G = rect.)

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
120.49 0.516 10.6 -1.11 6.67 -2.24 1.79 -0.884 -0.148 10.5 23.52 211 5.28 13.8
121.82 0.514 10.6 -1.1 6.67 -2.25 1.02 -- -0.145 10.5 45.99 203 5.51 13.6
125.94 0.523 10.6 -1.07 6.64 -2.2 -- 0.237 -0.144 10.5 31.53 203 5.4 13.7
126.08 0.523 10.6 -1.06 6.68 -2.24 -- -- -0.143 10.5 50.27 202 5.5 13.5
283.59 0.784 11 -0.47 -- -3.75 -- 1.47 -0.407 -- 113.1 1243 4.7 11.9
153.92 0.582 10.7 -1.11 5.54 -- 1.43 -- -0.206 8.95 -- -- -- --
160.87 0.594 10.7 -1.06 5.53 -- -- -- -0.205 8.95 -- -- -- --
180.34 0.625 11 -1.07 -- -4.47 -- -- -0.427 -- 117.7 1132 5.38 12.7
155.78 0.581 10.6 -- 6.67 -2.24 -- -- -0.0475 10.5 61.59 199 5.47 13.6
1913.06 2.04 10.8 -1.07 -- -- -- -- -0.169 -- -- -- -- --
190.73 0.646 10.6 -- 5.53 -- -- -- -0.0868 8.97 -- -- -- --
178.12 0.622 10.8 -- -- -5.08 -- -- -0.0218 -- 107.2 992 6.33 12.7
1943.16 2.06 10.8 -- -- -- -- -- -0.0503 -- -- -- -- --

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
1 121.80 radiation 20.0 10 < th dose dependent rect. 7 13
4 122.23 radiation 1.0 270 < th dose dependent rect. 18 11
5 122.63 wind 9.0 270 < th dose independent rect. 5 14
6 122.84 temperature 30.0 270 < th dose independent rect. 18 11
9 123.20 temperature 10.0 270 > th dose independent rect. 19 10
11 123.20 humidity 50.0 270 > th dose independent rect. 19 10
12 123.20 atmosphere 995.0 270 > th dose independent rect. 19 10
13 123.20 radiation 20.0 270 < th dose independent rect. 19 10
16 123.20 temperature 10.0 270 > th dose independent rect. 5 14
17 123.20 atmosphere 1015.0 270 < th dose independent rect. 5 14
18 123.22 radiation 40.0 270 < th dose dependent rect. 19 10
20 123.24 wind 9.0 270 < th dose independent rect. 19 10
23 123.26 radiation 1.0 270 < th dose independent rect. 19 10
26 123.32 precipitation 0.1 270 < th dose independent rect. 19 10
28 123.32 precipitation 0.1 270 < th dose dependent rect. 19 10
33 123.90 radiation 10.0 10 < th dose independent rect. 7 13
35 124.46 temperature 10.0 10 > th dose dependent rect. 16 12
41 124.79 radiation 10.0 270 > th dose independent rect. 11 2
42 124.95 temperature 10.0 90 > th dose dependent rect. 16 11
46 125.07 radiation 40.0 10 < th dose dependent rect. 20 11
50 125.13 precipitation 0.1 270 < th dose independent rect. 5 14
54 125.13 precipitation 0.1 270 < th dose dependent rect. 5 14
55 125.15 atmosphere 995.0 10 > th dose independent rect. 7 13
72 125.58 wind 7.0 10 < th dose independent rect. 20 11
73 125.64 humidity 80.0 10 < th dose independent rect. 12 4
74 125.79 radiation 10.0 270 > th dose independent rect. 10 4
77 125.86 wind 9.0 10 < th dose independent rect. 7 13
78 125.87 temperature 10.0 270 > th dose dependent rect. 14 11
81 125.93 radiation 10.0 10 < th dose independent rect. 20 11
82 125.95 humidity 80.0 270 < th dose independent rect. 11 2
83 125.95 precipitation 0.1 10 < th dose independent rect. 20 11
84 125.95 precipitation 0.1 10 < th dose dependent rect. 20 11
86 125.99 humidity 80.0 90 < th dose independent rect. 11 5
87 125.99 radiation 10.0 10 > th dose independent rect. 12 5
95 126.16 precipitation 0.1 10 < th dose independent rect. 7 13
96 126.16 precipitation 0.1 10 < th dose dependent rect. 7 13
98 126.23 radiation 10.0 10 < th dose independent sin 17 NA
100 126.26 temperature 10.0 10 > th dose independent rect. 20 11
101 126.26 temperature 30.0 10 < th dose independent rect. 20 11
102 126.26 humidity 50.0 10 > th dose independent rect. 20 11
105 126.26 atmosphere 995.0 10 > th dose independent rect. 20 11
109 126.26 temperature 10.0 10 > th dose independent rect. 7 13
111 126.26 atmosphere 1015.0 10 < th dose independent rect. 7 13
113 126.37 radiation 10.0 10 > th dose independent rect. 12 19
114 126.37 humidity 90.0 10 < th dose dependent rect. 12 4
115 126.38 radiation 20.0 10 < th dose dependent sin 18 NA
133 126.67 temperature 20.0 30 > th dose independent rect. 16 12
155 127.07 radiation 10.0 10 > th dose independent sin 17 NA
160 127.11 wind 1.0 10 > th dose independent rect. 7 13
163 127.16 radiation 10.0 10 < th dose independent rect. 12 8
192 127.37 temperature 10.0 90 > th dose dependent rect. 11 5
215 127.71 temperature 10.0 270 > th dose dependent rect. 11 2
217 127.80 wind 9.0 270 < th dose independent rect. 13 22
221 127.83 temperature 10.0 1440 > th dose independent rect. 21 11
224 127.83 temperature 30.0 1440 < th dose independent rect. 21 11
228 127.83 humidity 50.0 1440 > th dose independent rect. 21 11
233 127.83 atmosphere 995.0 1440 > th dose independent rect. 21 11
234 127.83 temperature 10.0 1440 > th dose independent rect. 8 13
237 127.84 temperature 20.0 90 > th dose independent rect. 16 19
242 127.91 radiation 1.0 270 > th dose independent rect. 9 6
263 128.01 temperature 15.0 270 > th dose independent rect. 14 20
269 128.06 temperature 10.0 90 > th dose dependent rect. 16 19
280 128.24 radiation 20.0 10 < th dose dependent rect. 16 4
281 128.28 precipitation 0.1 270 < th dose independent rect. 10 4
283 128.28 precipitation 0.1 270 < th dose dependent rect. 10 4
285 128.30 wind 9.0 270 < th dose independent rect. 14 20
289 128.32 temperature 10.0 270 > th dose independent rect. 11 2
290 128.32 atmosphere 995.0 270 > th dose independent rect. 11 2
291 128.32 atmosphere 1015.0 270 < th dose independent rect. 11 2
292 128.32 precipitation 0.1 270 < th dose independent rect. 11 2
293 128.32 temperature 10.0 270 > th dose independent rect. 13 22
294 128.32 precipitation 0.1 270 < th dose dependent rect. 11 2
295 128.33 radiation 1.0 270 > th dose independent rect. 15 18
314 128.47 humidity 90.0 270 < th dose dependent rect. 11 2
317 128.51 atmosphere 995.0 10 > th dose independent rect. 16 4
333 128.59 temperature 20.0 10 > th dose dependent rect. 12 4
338 128.64 temperature 10.0 270 > th dose independent rect. 10 4
339 128.64 atmosphere 995.0 270 > th dose independent rect. 10 4
340 128.64 atmosphere 1015.0 270 < th dose independent rect. 10 4
346 128.68 wind 9.0 720 < th dose independent rect. 17 14
347 128.70 temperature 20.0 30 > th dose independent rect. 16 4
357 128.78 radiation 40.0 270 < th dose independent rect. 14 20
358 128.80 humidity 50.0 10 > th dose independent rect. 16 4
361 128.86 wind 1.0 270 > th dose independent rect. 11 2
368 128.91 wind 9.0 270 < th dose independent rect. 11 2
369 128.91 radiation 1.0 10 > th dose dependent rect. 12 18
373 128.94 precipitation 0.1 10 < th dose independent rect. 20 20
374 128.94 precipitation 0.1 10 < th dose dependent rect. 20 20
385 129.01 atmosphere 995.0 90 > th dose independent rect. 16 19
393 129.13 wind 9.0 270 < th dose independent rect. 10 4
394 129.16 wind 9.0 10 < th dose independent rect. 16 4
398 129.19 temperature 10.0 1440 > th dose independent rect. 17 4
402 129.19 radiation 30.0 1440 < th dose independent rect. 17 4
408 129.19 temperature 10.0 1440 > th dose independent rect. 21 20
417 129.22 radiation 1.0 10 > th dose dependent sin 15 NA
419 129.23 humidity 50.0 10 > th dose dependent rect. 20 11
423 129.29 temperature 10.0 10 > th dose dependent rect. 4 12
424 129.30 atmosphere 995.0 270 > th dose independent rect. 14 20
427 129.31 wind 9.0 90 < th dose independent rect. 16 19
431 129.33 precipitation 0.1 10 < th dose independent rect. 16 4
433 129.33 precipitation 0.1 10 < th dose dependent rect. 16 4
447 129.48 radiation 1.0 270 > th dose independent rect. 14 20
460 129.56 radiation 1.0 10 > th dose dependent rect. 12 4
468 129.60 wind 1.0 10 > th dose independent rect. 16 4
484 129.66 temperature 10.0 10 > th dose independent rect. 16 4
486 129.66 atmosphere 1010.0 10 < th dose independent rect. 16 4
489 129.66 temperature 10.0 10 > th dose independent rect. 20 20
500 129.70 wind 1.0 270 > th dose independent rect. 10 4
504 129.73 radiation 1.0 10 > th dose dependent rect. 12 6
533 129.83 temperature 10.0 720 > th dose independent rect. 7 10
534 129.83 atmosphere 1015.0 720 < th dose independent rect. 7 10
535 129.83 temperature 10.0 720 > th dose independent rect. 17 14
536 129.83 radiation 30.0 720 < th dose independent rect. 17 14
554 129.95 temperature 10.0 30 > th dose dependent rect. 16 4
559 129.98 atmosphere 995.0 10 > th dose dependent rect. 16 4
578 130.12 wind 9.0 30 < th dose independent rect. 20 20
600 130.18 atmosphere 1015.0 270 < th dose independent rect. 14 20
604 130.22 radiation 40.0 720 < th dose independent rect. 15 10
605 130.22 atmosphere 1015.0 90 < th dose independent rect. 16 19
606 130.22 radiation 1.0 270 > th dose dependent rect. 11 2
634 130.41 wind 9.0 10 < th dose dependent rect. 20 11
644 130.44 precipitation 0.1 720 < th dose independent rect. 1 14
646 130.44 precipitation 0.1 720 < th dose dependent rect. 1 14
648 130.47 temperature 15.0 270 > th dose independent rect. 23 11
654 130.52 wind 9.0 30 < th dose dependent rect. 16 4
657 130.55 humidity 50.0 270 > th dose independent rect. 11 2
663 130.60 temperature 20.0 720 > th dose independent rect. 15 2
675 130.67 precipitation 0.1 270 < th dose independent rect. 14 20
676 130.67 precipitation 0.1 270 < th dose dependent rect. 14 20
699 130.77 radiation 20.0 14400 < th dose independent rect. 21 9
721 130.87 temperature 25.0 10 > th dose independent rect. 12 4
723 130.88 radiation 40.0 90 < th dose independent rect. 16 19
755 131.10 radiation 10.0 10 > th dose independent rect. 10 21
765 131.16 temperature 10.0 270 > th dose dependent rect. 16 1
767 131.17 wind 9.0 270 < th dose independent rect. 23 11
769 131.17 atmosphere 995.0 270 > th dose independent rect. 23 11
770 131.17 temperature 10.0 270 > th dose independent rect. 10 13
773 131.19 wind 1.0 270 > th dose independent rect. 16 1
774 131.19 humidity 50.0 270 > th dose independent rect. 23 11
779 131.23 radiation 30.0 270 < th dose independent rect. 16 1
793 131.23 radiation 20.0 10 < th dose dependent rect. 7 21
802 131.29 atmosphere 1015.0 270 < th dose independent rect. 23 11
805 131.30 wind 9.0 270 < th dose independent rect. 16 1
840 131.45 temperature 10.0 1440 > th dose independent rect. 11 6
844 131.45 temperature 10.0 1440 > th dose independent rect. 17 18
850 131.46 radiation 10.0 10 < th dose independent rect. 7 21
852 131.47 temperature 10.0 270 > th dose independent rect. 16 1
854 131.47 atmosphere 1010.0 270 < th dose independent rect. 16 1
857 131.47 temperature 10.0 270 > th dose independent rect. 17 23
860 131.48 precipitation 0.1 720 < th dose independent rect. 1 6
861 131.48 precipitation 0.1 720 < th dose dependent rect. 1 6
870 131.53 humidity 50.0 90 > th dose independent rect. 16 19
887 131.56 precipitation 0.1 270 < th dose independent rect. 17 23
890 131.56 precipitation 0.1 270 < th dose dependent rect. 17 23
891 131.57 humidity 50.0 10 > th dose independent rect. 16 18
941 131.71 wind 9.0 10 < th dose independent rect. 16 20
948 131.74 atmosphere 995.0 10 > th dose independent rect. 16 20
949 131.74 atmosphere 995.0 10 > th dose independent rect. 20 20
955 131.78 humidity 90.0 270 < th dose independent rect. 16 1
964 131.82 precipitation 0.1 720 < th dose independent rect. 3 10
965 131.82 precipitation 0.1 720 < th dose dependent rect. 3 10
989 131.87 radiation 40.0 1440 < th dose independent rect. 21 10