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Os07g0147900

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

Description : Similar to Ferredoxin-NADP reductase precursor (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.42 (0.0139) R2 : 0.34
β1 : 0.777 (0.0511) R2dD : 0.348 R2D : 0.337
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0344 (0.0298) R2dN8 : 0.00259 R2N8 : -0.00804
σ : 0.262
deviance : 31.38
__
_____
C
peak time of C : --
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 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
25.35 0.237 9.4 0.881 0.276 0.0356 -0.114 0.567 0.0539 8.66 20.5 40 -- --
25.3 0.236 9.42 0.734 0.297 0.169 -0.137 -- 0.000169 7.2 27.4 8 -- --
25.39 0.235 9.4 0.878 0.277 0.0346 -- 0.554 0.0529 8.73 20.52 40 -- --
25.35 0.236 9.42 0.732 0.295 0.165 -- -- 0.00136 7.35 27.4 8 -- --
29.65 0.254 9.41 0.872 -- 0.0643 -- 0.57 0.0509 -- 20.5 40 -- --
26.98 0.244 9.41 0.776 0.277 -- 0.0256 -- 0.0324 8.9 -- -- -- --
26.99 0.243 9.41 0.777 0.278 -- -- -- 0.0324 8.87 -- -- -- --
29.87 0.256 9.42 0.746 -- 0.131 -- -- 0.0121 -- 27.33 11 -- --
39.03 0.291 9.44 -- 0.325 0.244 -- -- -0.103 6.6 27.5 6 -- --
31.38 0.262 9.42 0.777 -- -- -- -- 0.0344 -- -- -- -- --
42.9 0.306 9.43 -- 0.28 -- -- -- -0.0541 8.66 -- -- -- --
44.27 0.31 9.44 -- -- 0.185 -- -- -0.079 -- 27.42 6 -- --
47.31 0.321 9.44 -- -- -- -- -- -0.0518 -- -- -- -- --

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 24.65 temperature 20.0 720 > th dose dependent rect. 4 3
2 24.68 humidity 90.0 10 < th dose independent rect. 1 10
3 24.72 temperature 15.0 30 > th dose independent rect. 19 16
6 24.80 humidity 90.0 10 < th dose independent rect. 19 16
7 24.81 temperature 10.0 10 > th dose dependent rect. 6 16
12 24.87 radiation 40.0 30 < th dose independent rect. 19 16
13 24.88 radiation 10.0 1440 > th dose independent rect. 12 1
15 24.89 wind 5.0 30 < th dose independent rect. 19 16
22 24.93 humidity 90.0 10 < th dose independent rect. 23 12
26 24.95 temperature 30.0 30 < th dose independent rect. 19 16
29 24.96 wind 9.0 30 < th dose dependent rect. 6 16
33 24.99 wind 3.0 270 < th dose independent rect. 4 7
35 24.99 wind 3.0 10 > th dose independent rect. 3 16
43 25.05 wind 9.0 270 < th dose dependent rect. 4 17
44 25.05 temperature 10.0 270 > th dose dependent rect. 4 18
45 25.06 wind 1.0 30 > th dose independent rect. 11 8
50 25.06 wind 9.0 90 < th dose dependent rect. 19 16
53 25.08 atmosphere 995.0 14400 > th dose independent rect. 12 1
56 25.09 precipitation 0.1 30 < th dose independent rect. 19 16
57 25.09 precipitation 0.1 30 < th dose dependent rect. 19 16
62 25.10 temperature 20.0 10 > th dose independent rect. 6 16
63 25.10 humidity 60.0 30 > th dose independent rect. 19 16
64 25.10 wind 5.0 270 < th dose independent rect. 4 17
65 25.10 radiation 20.0 1440 < th dose dependent rect. 12 1
68 25.10 temperature 15.0 270 > th dose dependent rect. 3 7
70 25.11 temperature 20.0 270 > th dose independent rect. 4 18
71 25.12 temperature 10.0 30 > th dose independent rect. 11 8
73 25.12 humidity 90.0 30 < th dose independent rect. 11 8
74 25.12 atmosphere 1015.0 30 < th dose independent rect. 11 8
78 25.12 atmosphere 995.0 30 > th dose independent rect. 19 16
92 25.15 wind 3.0 10 > th dose independent rect. 9 10
95 25.15 radiation 1.0 14400 < th dose dependent rect. 23 1
98 25.16 precipitation 0.1 30 < th dose independent rect. 11 8
102 25.16 wind 5.0 30 < th dose independent rect. 6 16
103 25.16 atmosphere 1010.0 30 < th dose independent rect. 6 16
106 25.16 wind 7.0 270 < th dose dependent rect. 4 7
107 25.16 precipitation 0.1 30 < th dose dependent rect. 11 8
118 25.18 temperature 20.0 10 > th dose independent rect. 11 19
120 25.18 temperature 15.0 720 > th dose dependent rect. 23 8
122 25.19 precipitation 0.1 30 < th dose independent sin 1 NA
124 25.19 wind 9.0 720 < th dose independent rect. 19 16
127 25.19 precipitation 0.1 30 < th dose dependent sin 1 NA
133 25.20 wind 5.0 270 < th dose independent rect. 4 14
138 25.21 humidity 50.0 30 > th dose independent rect. 11 8
145 25.21 radiation 1.0 30 < th dose dependent rect. 22 21
146 25.22 radiation 20.0 1440 < th dose independent rect. 12 1
172 25.24 wind 1.0 10 > th dose independent rect. 19 16
183 25.25 precipitation 0.1 1440 > th dose dependent rect. 14 6
191 25.26 atmosphere 995.0 10 > th dose independent rect. 6 16
199 25.27 wind 9.0 30 < th dose independent rect. 11 8
200 25.27 temperature 25.0 10 > th dose independent rect. 3 8
208 25.27 humidity 80.0 270 < th dose dependent rect. 19 1
214 25.28 temperature 20.0 720 > th dose independent rect. 5 2
218 25.28 precipitation 0.1 720 < th dose independent rect. 23 8
229 25.28 precipitation 0.1 720 < th dose dependent rect. 23 8
230 25.28 wind 9.0 270 < th dose dependent rect. 4 14
233 25.29 temperature 20.0 90 < th dose independent rect. 23 10
242 25.30 temperature 10.0 1440 > th dose independent rect. 12 8
245 25.30 temperature 10.0 1440 > th dose independent rect. 20 16
248 25.30 atmosphere 995.0 1440 > th dose independent rect. 20 16
261 25.31 atmosphere 1010.0 30 < th dose independent rect. 19 16
264 25.31 humidity 90.0 10 < th dose independent rect. 16 19
267 25.31 radiation 1.0 30 < th dose independent rect. 22 21
294 25.33 atmosphere 995.0 30 > th dose independent rect. 11 8
296 25.33 temperature 15.0 30 > th dose independent rect. 23 12
299 25.33 temperature 15.0 1440 > th dose independent rect. 7 16
301 25.33 temperature 20.0 10 < th dose independent rect. 17 17
317 25.34 wind 3.0 30 > th dose independent rect. 7 12
323 25.34 temperature 20.0 10 < th dose independent rect. 17 15
329 25.34 temperature 20.0 10 > th dose independent rect. 5 21
331 25.34 temperature 20.0 30 > th dose independent rect. 22 21
338 25.34 wind 7.0 270 < th dose dependent rect. 4 10
345 25.34 temperature 10.0 30 > th dose dependent rect. 19 16
348 25.35 temperature 20.0 90 < th dose independent sin 8 NA
349 25.35 temperature 30.0 10 < th dose independent rect. 11 8
365 25.36 wind 5.0 270 < th dose independent sin 6 NA
375 25.36 temperature 20.0 90 < th dose independent rect. 16 17
386 25.36 humidity 50.0 270 > th dose dependent rect. 4 11
390 25.36 wind 9.0 30 < th dose dependent rect. 23 23
392 25.37 precipitation 0.1 1440 > th dose independent rect. 15 4
403 25.37 wind 1.0 30 > th dose dependent rect. 9 10
411 25.38 temperature 15.0 720 > th dose independent rect. 23 1
412 25.38 atmosphere 1005.0 720 > th dose independent rect. 23 1
413 25.38 atmosphere 995.0 4320 > th dose independent rect. 23 1
423 25.38 precipitation 0.1 30 < th dose independent rect. 6 16
424 25.38 temperature 20.0 10 > th dose independent rect. 11 17
426 25.38 temperature 20.0 10 > th dose independent rect. 11 21
428 25.38 precipitation 0.1 1440 > th dose dependent rect. 16 1
430 25.38 radiation 10.0 30 < th dose dependent rect. 22 8
432 25.38 humidity 80.0 270 < th dose dependent rect. 18 9
440 25.38 precipitation 0.1 30 < th dose dependent rect. 6 16
444 25.39 humidity 80.0 720 < th dose independent rect. 19 1
446 25.39 wind 5.0 30 < th dose independent rect. 23 12
454 25.39 temperature 25.0 720 < th dose dependent rect. 3 4
465 25.40 atmosphere 1010.0 270 < th dose independent rect. 4 7
475 25.40 temperature 20.0 10 > th dose independent rect. 6 18
477 25.40 temperature 15.0 30 > th dose independent rect. 16 19
479 25.40 wind 5.0 30 < th dose independent rect. 23 23
481 25.40 radiation 1.0 720 > th dose dependent rect. 11 1
483 25.40 humidity 80.0 270 < th dose dependent rect. 18 5
504 25.41 temperature 25.0 720 < th dose dependent rect. 4 1
508 25.41 temperature 15.0 10 > th dose dependent rect. 6 20
509 25.42 wind 3.0 10 > th dose independent sin 0 NA
511 25.42 wind 3.0 720 > th dose independent rect. 11 1
512 25.42 humidity 90.0 720 < th dose independent rect. 23 1
516 25.42 radiation 10.0 30 < th dose independent rect. 22 8
523 25.42 humidity 50.0 720 > th dose independent rect. 19 16
529 25.42 wind 5.0 30 < th dose independent rect. 16 19
531 25.42 wind 1.0 30 > th dose dependent rect. 11 8
545 25.43 precipitation 0.1 1440 > th dose independent rect. 16 1
551 25.43 humidity 60.0 270 > th dose independent rect. 3 8
553 25.43 radiation 20.0 720 < th dose independent rect. 23 8
555 25.43 wind 1.0 10 > th dose independent rect. 1 10
579 25.43 atmosphere 1000.0 30 > th dose dependent rect. 1 10
589 25.44 temperature 20.0 10 < th dose independent sin 9 NA
592 25.44 temperature 25.0 270 > th dose independent rect. 2 7
599 25.44 temperature 20.0 90 < th dose independent rect. 21 12
600 25.44 wind 3.0 10 > th dose independent rect. 3 13
615 25.44 humidity 50.0 10 > th dose dependent rect. 22 8
618 25.44 temperature 10.0 720 > th dose dependent rect. 23 12
628 25.45 wind 1.0 720 > th dose independent rect. 11 8
642 25.45 wind 7.0 10 < th dose independent rect. 12 23
650 25.45 temperature 15.0 30 > th dose dependent rect. 4 7
661 25.46 temperature 25.0 270 < th dose independent rect. 10 1
662 25.46 temperature 15.0 720 > th dose independent rect. 19 5
664 25.46 atmosphere 995.0 4320 > th dose independent rect. 1 6
667 25.46 wind 9.0 10 < th dose independent rect. 22 8
670 25.46 temperature 10.0 10 > th dose independent rect. 22 8
672 25.46 temperature 30.0 10 < th dose independent rect. 22 8
674 25.46 humidity 50.0 10 > th dose independent rect. 22 8
680 25.46 atmosphere 995.0 10 > th dose independent rect. 22 8
683 25.46 atmosphere 1015.0 720 < th dose independent rect. 11 8
695 25.46 humidity 60.0 270 > th dose independent rect. 4 11
706 25.46 temperature 10.0 10 > th dose independent rect. 6 16
730 25.46 humidity 50.0 270 > th dose dependent rect. 4 7
744 25.46 wind 1.0 90 > th dose dependent rect. 2 17
748 25.46 temperature 10.0 30 > th dose dependent rect. 23 23
757 25.47 temperature 10.0 1440 > th dose independent rect. 23 8
760 25.47 temperature 30.0 1440 < th dose independent rect. 23 8
766 25.47 humidity 50.0 1440 > th dose independent rect. 23 8
771 25.47 atmosphere 995.0 720 > th dose independent rect. 11 8
772 25.47 atmosphere 995.0 1440 > th dose independent rect. 23 8
773 25.47 radiation 40.0 1440 < th dose independent rect. 23 8
777 25.47 atmosphere 1000.0 720 > th dose independent rect. 5 11
779 25.47 humidity 90.0 10 < th dose independent rect. 19 12
806 25.48 wind 3.0 10 < th dose independent sin 2 NA
809 25.48 humidity 90.0 10 < th dose independent sin 8 NA
812 25.48 temperature 25.0 270 < th dose independent rect. 7 6
813 25.48 precipitation 0.1 1440 > th dose independent rect. 14 6
817 25.48 humidity 80.0 270 > th dose independent rect. 19 9
870 25.49 wind 5.0 30 < th dose dependent rect. 6 5
890 25.49 wind 9.0 30 < th dose dependent rect. 16 19
900 25.50 wind 7.0 720 < th dose independent rect. 23 8
921 25.50 wind 3.0 90 > th dose independent rect. 22 21
931 25.50 radiation 1.0 14400 < th dose dependent rect. 20 7
937 25.50 temperature 10.0 720 > th dose dependent rect. 21 14
949 25.51 wind 5.0 720 < th dose independent rect. 23 1
980 25.51 temperature 10.0 720 > th dose dependent sin 7 NA
987 25.51 wind 7.0 10 < th dose dependent rect. 6 8