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Os11g0171300

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

Description : Fructose-bisphosphate aldolase, chloroplast precursor (EC 4.1.2.13) (ALDP).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 16.9 (0.0211) R2 : 0.554
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.3 (0.0553) R2dC : 0.546 R2C : 0.534
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.174 (0.0444) R2dN8 : 0.0194 R2N8 : 0.00822
σ : 0.398
deviance : 72.26
__
_____
C
peak time of C : 6.26
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
54.28 0.346 16.9 0.497 0.94 -1.11 1.81 4.51 -0.0478 6.61 26.3 439 -- --
58.15 0.355 16.9 0.0998 1.06 -0.618 1.61 -- -0.0386 6.31 21.78 518 -- --
61.32 0.365 16.9 0.29 1 -0.913 -- 2.47 -0.0951 6.34 26.2 438 -- --
61.27 0.365 16.9 0.0614 0.956 -0.773 -- -- -0.13 6.36 25.7 469 -- --
88.47 0.438 16.9 0.467 -- -1.69 -- 1.98 0.00674 -- 25.14 448 -- --
65.46 0.379 16.9 -0.115 1.29 -- 1.64 -- -0.178 6.39 -- -- -- --
72.02 0.397 16.9 -0.0953 1.3 -- -- -- -0.184 6.26 -- -- -- --
90.39 0.443 16.9 0.193 -- -1.55 -- -- -0.0478 -- 25 446 -- --
61.23 0.364 16.9 -- 0.96 -0.765 -- -- -0.147 6.37 25.7 447 -- --
160.05 0.591 17 -0.06 -- -- -- -- -0.156 -- -- -- -- --
72.26 0.398 16.9 -- 1.3 -- -- -- -0.174 6.26 -- -- -- --
91.37 0.445 16.9 -- -- -1.53 -- -- -0.07 -- 25 443 -- --
160.14 0.591 17 -- -- -- -- -- -0.149 -- -- -- -- --

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 44.27 temperature 25.0 270 > th dose independent rect. 14 3
2 44.35 temperature 25.0 270 > th dose independent rect. 13 5
4 45.02 temperature 20.0 270 > th dose independent rect. 13 7
7 45.16 temperature 25.0 270 > th dose independent rect. 16 1
9 45.28 atmosphere 1015.0 270 < th dose dependent rect. 1 7
10 45.49 temperature 20.0 30 > th dose independent rect. 16 5
11 45.58 wind 1.0 270 > th dose independent rect. 20 17
14 46.02 wind 7.0 270 < th dose independent rect. 13 7
18 46.11 temperature 10.0 270 > th dose dependent rect. 13 8
22 46.22 wind 9.0 270 < th dose independent rect. 14 18
25 46.28 temperature 10.0 10 > th dose dependent rect. 16 5
29 46.34 temperature 15.0 270 > th dose independent rect. 14 18
31 46.35 temperature 10.0 270 > th dose independent rect. 21 16
32 46.35 atmosphere 995.0 270 > th dose independent rect. 21 16
34 46.42 temperature 10.0 270 > th dose independent rect. 8 6
35 46.42 atmosphere 995.0 270 > th dose independent rect. 8 6
36 46.42 atmosphere 1015.0 270 < th dose independent rect. 8 6
38 46.42 wind 9.0 270 < th dose independent rect. 13 20
44 46.54 wind 9.0 270 < th dose independent rect. 21 16
47 46.57 wind 9.0 270 < th dose independent rect. 8 6
49 46.58 atmosphere 1015.0 270 < th dose independent rect. 13 7
52 46.58 temperature 15.0 270 > th dose independent rect. 13 20
53 46.59 radiation 1.0 270 > th dose independent rect. 8 6
56 46.60 precipitation 0.1 270 < th dose independent rect. 8 6
57 46.60 precipitation 0.1 270 < th dose dependent rect. 8 6
59 46.65 wind 9.0 10 < th dose independent rect. 16 18
60 46.65 temperature 15.0 10 > th dose independent rect. 16 18
61 46.65 atmosphere 995.0 270 > th dose independent rect. 14 18
62 46.66 wind 1.0 270 > th dose independent rect. 13 8
63 46.67 temperature 10.0 270 > th dose independent rect. 9 4
64 46.67 atmosphere 995.0 270 > th dose independent rect. 9 4
65 46.67 atmosphere 1015.0 270 < th dose independent rect. 9 4
66 46.67 precipitation 0.1 270 < th dose independent rect. 9 4
69 46.67 precipitation 0.1 270 < th dose dependent rect. 9 4
79 46.75 radiation 1.0 270 > th dose independent rect. 9 4
80 46.76 temperature 10.0 10 > th dose independent rect. 10 6
82 46.76 atmosphere 1015.0 10 < th dose independent rect. 10 6
83 46.76 precipitation 0.1 10 < th dose independent rect. 10 6
85 46.76 precipitation 0.1 10 < th dose dependent rect. 10 6
87 46.77 atmosphere 995.0 270 > th dose independent rect. 13 7
88 46.78 radiation 40.0 10 < th dose independent rect. 16 18
91 46.81 wind 9.0 270 < th dose independent rect. 9 4
92 46.82 atmosphere 995.0 10 > th dose independent rect. 16 18
100 46.90 precipitation 0.1 10 < th dose independent rect. 16 5
102 46.90 precipitation 0.1 270 < th dose independent rect. 13 8
105 46.90 precipitation 0.1 10 < th dose dependent rect. 16 5
106 46.90 precipitation 0.1 270 < th dose dependent rect. 13 8
108 46.92 wind 9.0 10 < th dose independent rect. 16 5
116 46.94 wind 9.0 270 < th dose independent rect. 3 15
119 46.96 wind 9.0 10 < th dose independent rect. 10 6
123 46.98 precipitation 0.1 270 < th dose independent rect. 21 16
124 46.98 precipitation 0.1 270 < th dose dependent rect. 21 16
126 47.00 temperature 15.0 90 > th dose independent rect. 16 17
127 47.01 wind 9.0 90 < th dose independent rect. 16 17
138 47.06 atmosphere 995.0 90 > th dose independent rect. 16 17
139 47.07 radiation 30.0 10 < th dose independent rect. 16 5
143 47.08 temperature 10.0 10 > th dose independent rect. 16 5
145 47.08 atmosphere 1010.0 10 < th dose independent rect. 16 5
149 47.08 temperature 10.0 10 > th dose independent rect. 21 19
153 47.10 precipitation 0.1 270 < th dose independent rect. 14 18
154 47.10 precipitation 0.1 270 < th dose dependent rect. 14 18
161 47.13 atmosphere 995.0 10 > th dose independent rect. 16 5
169 47.15 wind 1.0 270 > th dose independent rect. 9 4
194 47.23 temperature 10.0 43200 > th dose independent rect. 10 7
201 47.24 radiation 1.0 270 > th dose independent rect. 14 16
219 47.30 temperature 10.0 1440 > th dose independent rect. 9 8
222 47.30 temperature 10.0 1440 > th dose independent rect. 17 16
229 47.32 atmosphere 995.0 10 > th dose independent rect. 10 6
232 47.32 wind 9.0 10 < th dose independent rect. 21 19
233 47.33 wind 1.0 10 > th dose independent rect. 16 5
252 47.39 temperature 10.0 1440 > th dose independent rect. 17 5
255 47.39 radiation 30.0 1440 < th dose independent rect. 17 5
262 47.39 temperature 10.0 1440 > th dose independent rect. 22 19
268 47.41 atmosphere 1015.0 270 < th dose independent rect. 20 17
278 47.43 temperature 10.0 270 > th dose dependent rect. 3 16
287 47.47 temperature 10.0 270 > th dose independent rect. 18 9
288 47.47 humidity 50.0 270 > th dose independent rect. 18 9
289 47.47 radiation 20.0 270 < th dose independent rect. 18 9
292 47.47 temperature 10.0 270 > th dose independent rect. 3 15
293 47.47 atmosphere 1015.0 270 < th dose independent rect. 3 15
295 47.47 radiation 10.0 270 < th dose dependent rect. 18 9
300 47.48 wind 9.0 270 < th dose independent rect. 18 9
307 47.52 atmosphere 995.0 10 > th dose independent rect. 21 19
309 47.52 radiation 1.0 270 < th dose dependent sin 14 NA
314 47.54 humidity 50.0 270 > th dose independent rect. 8 6
320 47.55 wind 9.0 270 < th dose dependent rect. 1 8
325 47.58 wind 9.0 270 < th dose independent rect. 1 8
326 47.58 temperature 10.0 270 > th dose independent rect. 1 8
328 47.58 humidity 50.0 270 > th dose independent rect. 1 8
329 47.58 atmosphere 995.0 270 > th dose independent rect. 1 8
330 47.58 atmosphere 1015.0 270 < th dose independent rect. 1 8
331 47.58 temperature 10.0 270 > th dose independent rect. 9 16
339 47.60 precipitation 0.1 270 < th dose independent rect. 1 8
340 47.60 precipitation 0.1 270 < th dose dependent rect. 1 8
342 47.62 wind 9.0 270 < th dose independent rect. 16 1
345 47.63 atmosphere 995.0 270 > th dose independent rect. 16 1
349 47.64 precipitation 0.1 30 < th dose independent rect. 21 19
350 47.64 precipitation 0.1 30 < th dose dependent rect. 21 19
351 47.65 radiation 40.0 270 < th dose independent rect. 1 8
352 47.65 atmosphere 1015.0 10 < th dose independent rect. 21 19
353 47.66 precipitation 0.1 270 < th dose independent rect. 3 15
355 47.66 precipitation 0.1 270 < th dose dependent rect. 3 15
356 47.66 temperature 10.0 270 > th dose dependent rect. 13 19
359 47.68 radiation 40.0 270 < th dose independent rect. 14 18
375 47.74 humidity 90.0 270 < th dose independent rect. 16 1
376 47.74 atmosphere 995.0 270 > th dose independent rect. 18 9
378 47.74 precipitation 0.1 10 < th dose independent rect. 16 18
380 47.74 precipitation 0.1 10 < th dose dependent rect. 16 18
385 47.77 wind 9.0 270 < th dose independent rect. 14 4
393 47.81 humidity 50.0 270 > th dose independent rect. 21 16
405 47.84 radiation 30.0 270 < th dose independent rect. 16 1
411 47.86 radiation 40.0 270 < th dose independent rect. 8 6
417 47.86 atmosphere 995.0 10 > th dose dependent rect. 16 5
418 47.87 radiation 1.0 270 < th dose independent sin 14 NA
424 47.90 temperature 10.0 270 > th dose independent rect. 16 1
426 47.90 atmosphere 1010.0 270 < th dose independent rect. 16 1
432 47.90 temperature 10.0 270 > th dose independent rect. 17 23
447 47.97 temperature 30.0 270 < th dose independent rect. 8 6
458 48.01 precipitation 0.1 270 < th dose independent rect. 18 9
459 48.01 precipitation 0.1 270 < th dose dependent rect. 18 9
460 48.02 atmosphere 995.0 270 > th dose independent rect. 14 4
461 48.02 temperature 10.0 270 > th dose dependent rect. 16 1
463 48.03 temperature 10.0 270 > th dose independent rect. 14 4
465 48.03 atmosphere 1010.0 270 < th dose independent rect. 14 4
470 48.03 temperature 30.0 270 < th dose independent rect. 1 8
474 48.03 temperature 10.0 270 > th dose independent rect. 18 20
512 48.13 temperature 10.0 270 > th dose dependent rect. 1 7
522 48.18 wind 9.0 270 < th dose independent rect. 9 16
538 48.22 wind 9.0 270 < th dose independent rect. 18 20
539 48.23 radiation 1.0 270 > th dose independent rect. 16 1
544 48.24 humidity 90.0 270 < th dose independent rect. 9 4
549 48.25 atmosphere 995.0 270 > th dose independent rect. 3 15
552 48.26 radiation 1.0 270 > th dose independent rect. 13 19
554 48.28 wind 1.0 270 > th dose independent rect. 14 4
557 48.29 wind 1.0 10 > th dose independent rect. 10 6
566 48.32 temperature 10.0 10 > th dose dependent rect. 16 18
567 48.33 radiation 1.0 270 > th dose independent sin 14 NA
568 48.34 precipitation 0.1 270 < th dose independent rect. 14 4
570 48.34 precipitation 0.1 270 < th dose dependent rect. 14 4
576 48.35 wind 9.0 90 < th dose dependent rect. 16 17
582 48.39 wind 1.0 270 > th dose independent rect. 16 1
592 48.43 temperature 30.0 270 < th dose independent rect. 18 9
603 48.47 precipitation 0.1 270 < th dose independent rect. 16 1
605 48.47 precipitation 0.1 270 < th dose dependent rect. 16 1
614 48.48 precipitation 0.1 270 < th dose independent rect. 18 20
615 48.48 precipitation 0.1 270 < th dose dependent rect. 18 20
617 48.49 precipitation 0.1 270 < th dose independent rect. 9 16
621 48.49 precipitation 0.1 270 < th dose dependent rect. 9 16
640 48.61 radiation 1.0 270 > th dose independent rect. 14 3
670 48.69 humidity 50.0 10 > th dose independent rect. 16 18
678 48.70 atmosphere 995.0 270 > th dose dependent rect. 16 1
685 48.74 radiation 40.0 270 < th dose independent rect. 14 4
700 48.74 atmosphere 1015.0 10 < th dose dependent rect. 3 7
705 48.75 temperature 30.0 270 < th dose independent rect. 19 19
713 48.78 radiation 40.0 10 < th dose dependent rect. 16 5
715 48.79 radiation 1.0 270 < th dose dependent rect. 15 12
742 48.85 radiation 1.0 270 < th dose dependent rect. 8 19
755 48.86 radiation 40.0 270 < th dose independent rect. 19 19
759 48.87 temperature 10.0 1440 > th dose independent rect. 15 7
764 48.87 temperature 10.0 1440 > th dose independent rect. 22 17
773 48.88 wind 9.0 270 < th dose dependent rect. 16 1
835 49.02 humidity 50.0 270 > th dose dependent rect. 1 8
853 49.06 wind 9.0 270 < th dose dependent rect. 14 18
870 49.09 wind 1.0 270 > th dose independent rect. 18 9
940 49.17 wind 9.0 270 < th dose independent rect. 17 22
966 49.21 wind 9.0 30 < th dose dependent rect. 16 5
992 49.26 humidity 50.0 10 > th dose independent rect. 16 5