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Os09g0402300

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

Description : Phosphatidylinositol-4-phosphate 5-kinase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.8 (0.0293) R2 : 0.813
β1 : -- (--) R2dD : -- R2D : --
β2 : 3.14 (0.0717) R2dC : 0.787 R2C : 0.772
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.544 (0.0616) R2dN8 : 0.0413 R2N8 : 0.0265
σ : 0.552
deviance : 139.38
__
_____
C
peak time of C : 9.7
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 = wind, 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
119.38 0.513 10.8 0.358 3.18 0.581 0.98 -3.37 -0.505 9.53 1.1 10 -- --
133.01 0.537 10.8 0.317 3.14 0.504 0.915 -- -0.569 9.52 1.1 9 -- --
122.91 0.516 10.8 0.388 3.17 0.582 -- -3.22 -0.506 9.53 1.115 9 -- --
134.89 0.541 10.8 0.26 3.14 0.41 -- -- -0.568 9.49 1.16 9 -- --
715.96 1.25 10.8 0.353 -- 0.349 -- -2.26 -0.476 -- 1.2 6 -- --
135.71 0.546 10.8 0.169 3.14 -- 0.831 -- -0.524 9.7 -- -- -- --
138.32 0.551 10.8 0.2 3.14 -- -- -- -0.522 9.7 -- -- -- --
717.97 1.25 10.8 0.207 -- 0.443 -- -- -0.498 -- 9.4 7 -- --
136.2 0.544 10.8 -- 3.14 0.363 -- -- -0.588 9.54 1.2 8 -- --
722.74 1.26 10.9 0.172 -- -- -- -- -0.518 -- -- -- -- --
139.38 0.552 10.8 -- 3.14 -- -- -- -0.544 9.7 -- -- -- --
714.84 1.25 10.9 -- -- 1.14 -- -- -0.511 -- 9.4 5 -- --
723.52 1.26 10.9 -- -- -- -- -- -0.537 -- -- -- -- --

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
1 104.06 temperature 20.0 720 > th dose independent rect. 16 3
3 106.73 temperature 20.0 90 > th dose independent rect. 17 11
4 107.30 temperature 20.0 270 > th dose independent rect. 23 3
7 108.10 wind 7.0 720 < th dose independent rect. 19 12
10 109.26 temperature 15.0 90 > th dose dependent rect. 17 11
12 109.35 temperature 20.0 10 > th dose independent rect. 18 11
16 109.62 temperature 20.0 10 > th dose independent rect. 20 9
17 109.65 humidity 90.0 720 < th dose independent rect. 16 3
18 109.73 temperature 20.0 270 > th dose independent rect. 22 5
28 110.33 wind 9.0 720 < th dose independent rect. 19 20
30 110.41 temperature 15.0 720 > th dose dependent rect. 16 3
36 110.64 wind 7.0 720 < th dose independent rect. 19 4
52 111.29 temperature 20.0 90 > th dose independent rect. 8 20
59 111.64 temperature 20.0 10 > th dose independent rect. 9 20
63 111.84 wind 7.0 720 < th dose independent rect. 3 4
70 111.93 radiation 40.0 720 < th dose independent rect. 15 4
79 112.17 temperature 15.0 10 > th dose dependent rect. 18 11
82 112.23 precipitation 0.1 720 < th dose independent rect. 19 12
83 112.23 precipitation 0.1 720 < th dose dependent rect. 19 12
96 112.63 atmosphere 1015.0 720 < th dose independent rect. 15 4
97 112.63 temperature 10.0 720 > th dose independent rect. 19 20
98 112.64 humidity 70.0 720 > th dose independent rect. 3 4
101 112.73 radiation 30.0 720 < th dose independent rect. 3 4
103 112.75 temperature 10.0 720 > th dose independent rect. 3 4
104 112.75 temperature 30.0 720 < th dose independent rect. 3 4
105 112.75 humidity 50.0 720 > th dose independent rect. 3 4
107 112.75 atmosphere 995.0 720 > th dose independent rect. 3 4
109 112.75 temperature 10.0 720 > th dose independent rect. 7 20
110 112.78 radiation 1.0 720 > th dose independent rect. 16 2
113 112.83 atmosphere 1015.0 720 < th dose independent rect. 3 4
116 112.85 wind 1.0 43200 < th dose dependent rect. 10 1
118 112.91 wind 9.0 720 < th dose independent rect. 11 20
120 113.01 temperature 15.0 720 > th dose independent rect. 7 12
122 113.03 precipitation 0.1 720 < th dose independent rect. 19 20
124 113.03 precipitation 0.1 720 < th dose dependent rect. 19 20
125 113.05 radiation 30.0 720 < th dose independent rect. 19 12
129 113.07 temperature 10.0 720 > th dose independent rect. 19 12
130 113.07 temperature 30.0 720 < th dose independent rect. 19 12
131 113.07 humidity 50.0 720 > th dose independent rect. 19 12
132 113.07 atmosphere 995.0 720 > th dose independent rect. 19 12
133 113.07 atmosphere 1015.0 720 < th dose independent rect. 7 12
138 113.12 wind 1.0 43200 < th dose independent rect. 10 1
139 113.12 precipitation 0.1 720 < th dose independent rect. 3 4
140 113.12 precipitation 0.1 720 < th dose dependent rect. 3 4
183 113.55 radiation 30.0 270 < th dose independent rect. 15 12
185 113.65 wind 1.0 43200 > th dose independent rect. 10 1
188 113.74 precipitation 0.1 270 < th dose independent rect. 3 12
189 113.74 precipitation 0.1 270 < th dose dependent rect. 3 12
190 113.75 wind 1.0 43200 < th dose dependent rect. 7 18
192 113.76 atmosphere 1000.0 10 > th dose independent rect. 7 23
196 113.81 wind 1.0 43200 < th dose independent rect. 8 17
197 113.83 wind 1.0 43200 > th dose independent rect. 6 19
207 113.97 wind 1.0 43200 < th dose dependent rect. 8 16
212 114.06 wind 9.0 720 < th dose independent rect. 3 13
217 114.14 wind 9.0 720 < th dose independent rect. 4 19
223 114.21 temperature 15.0 270 > th dose dependent rect. 23 3
227 114.24 wind 1.0 43200 > th dose independent rect. 13 13
230 114.26 atmosphere 995.0 720 > th dose independent rect. 16 3
232 114.28 wind 9.0 720 < th dose independent rect. 4 11
234 114.28 wind 1.0 43200 < th dose dependent sin 19 NA
236 114.30 wind 1.0 43200 < th dose independent rect. 12 14
240 114.32 wind 1.0 43200 < th dose dependent rect. 9 3
258 114.39 temperature 15.0 90 > th dose dependent rect. 1 3
279 114.50 temperature 15.0 10 > th dose dependent rect. 20 9
281 114.51 temperature 15.0 90 > th dose dependent rect. 20 8
292 114.60 precipitation 0.1 720 < th dose independent rect. 15 4
293 114.60 precipitation 0.1 720 < th dose dependent rect. 15 4
294 114.62 precipitation 0.1 720 < th dose independent rect. 19 4
297 114.62 precipitation 0.1 720 < th dose dependent rect. 19 4
299 114.66 wind 1.0 720 > th dose independent rect. 15 4
303 114.73 radiation 40.0 720 < th dose dependent rect. 4 3
311 114.79 wind 3.0 43200 < th dose independent rect. 14 3
315 114.83 wind 3.0 43200 < th dose independent rect. 14 1
316 114.83 wind 3.0 43200 < th dose independent rect. 16 1
329 114.88 wind 9.0 720 < th dose independent rect. 12 10
344 114.93 wind 1.0 43200 > th dose independent sin 18 NA
345 114.93 radiation 40.0 720 < th dose dependent rect. 19 12
348 114.96 wind 1.0 43200 > th dose independent rect. 9 4
360 115.04 wind 3.0 43200 < th dose dependent rect. 14 1
361 115.05 wind 1.0 43200 < th dose independent sin 18 NA
364 115.08 wind 3.0 43200 > th dose independent rect. 16 1
368 115.09 temperature 10.0 270 > th dose independent rect. 3 12
370 115.09 atmosphere 1015.0 270 < th dose independent rect. 3 12
374 115.12 wind 3.0 43200 > th dose independent rect. 14 3
380 115.15 wind 9.0 720 < th dose independent rect. 11 5
393 115.23 humidity 80.0 43200 > th dose independent rect. 19 21
408 115.29 humidity 80.0 43200 < th dose independent rect. 19 21
417 115.38 wind 9.0 720 < th dose independent rect. 10 14
441 115.47 humidity 80.0 43200 < th dose independent sin 5 NA
452 115.50 humidity 80.0 43200 < th dose independent rect. 1 12
456 115.53 wind 1.0 43200 > th dose independent rect. 8 6
459 115.54 atmosphere 995.0 270 > th dose independent rect. 15 12
463 115.55 wind 9.0 270 < th dose independent rect. 11 12
478 115.59 humidity 80.0 43200 < th dose independent rect. 24 14
485 115.60 humidity 70.0 43200 > th dose dependent rect. 20 3
505 115.67 precipitation 0.1 720 < th dose independent rect. 7 12
508 115.67 precipitation 0.1 720 < th dose dependent rect. 7 12
509 115.68 precipitation 0.1 720 < th dose independent rect. 7 4
511 115.68 precipitation 0.1 720 < th dose dependent rect. 7 4
521 115.72 humidity 60.0 43200 > th dose dependent rect. 19 20
524 115.75 radiation 1.0 720 < th dose dependent rect. 19 4
525 115.76 temperature 10.0 720 > th dose independent rect. 19 4
526 115.76 temperature 30.0 720 < th dose independent rect. 19 4
527 115.76 humidity 50.0 720 > th dose independent rect. 19 4
528 115.76 atmosphere 995.0 720 > th dose independent rect. 19 4
529 115.76 radiation 1.0 720 < th dose independent rect. 19 4
535 115.76 temperature 10.0 720 > th dose independent rect. 23 20
551 115.80 precipitation 0.1 270 < th dose independent rect. 11 12
554 115.80 precipitation 0.1 270 < th dose dependent rect. 11 12
569 115.91 temperature 10.0 720 > th dose independent rect. 7 4
570 115.91 atmosphere 995.0 720 > th dose independent rect. 7 4
571 115.91 atmosphere 1015.0 720 < th dose independent rect. 7 4
573 115.91 temperature 10.0 720 > th dose independent rect. 11 20
585 115.94 humidity 70.0 43200 > th dose dependent rect. 19 5
591 115.96 atmosphere 1000.0 10 > th dose independent rect. 9 20
624 116.07 wind 9.0 720 < th dose independent rect. 7 4
627 116.08 humidity 80.0 43200 > th dose independent sin 5 NA
640 116.11 wind 9.0 270 < th dose independent rect. 7 12
655 116.12 temperature 10.0 270 > th dose independent rect. 11 12
656 116.12 temperature 10.0 270 > th dose independent rect. 23 12
657 116.12 atmosphere 995.0 270 > th dose independent rect. 23 12
673 116.15 humidity 80.0 43200 > th dose independent rect. 3 9
676 116.15 humidity 80.0 43200 > th dose independent rect. 14 22
684 116.17 wind 1.0 43200 > th dose independent rect. 8 10
686 116.17 atmosphere 1000.0 90 > th dose independent rect. 17 11
706 116.22 wind 9.0 270 < th dose independent rect. 23 12
707 116.22 atmosphere 995.0 270 > th dose independent rect. 7 12
715 116.24 wind 5.0 43200 < th dose dependent rect. 16 1
725 116.28 humidity 80.0 43200 > th dose independent rect. 1 12
741 116.32 wind 3.0 43200 < th dose dependent rect. 13 9
758 116.36 humidity 80.0 43200 < th dose independent rect. 14 22
763 116.37 radiation 1.0 90 > th dose independent rect. 4 3
795 116.43 wind 9.0 270 < th dose independent rect. 15 12
813 116.46 humidity 80.0 43200 < th dose independent rect. 3 9
816 116.46 humidity 60.0 43200 > th dose dependent sin 6 NA
834 116.52 wind 9.0 14400 < th dose independent rect. 22 3
839 116.53 wind 9.0 720 < th dose independent rect. 16 3
854 116.55 wind 1.0 30 < th dose independent rect. 9 19
881 116.61 temperature 20.0 720 > th dose independent rect. 9 10
907 116.67 atmosphere 995.0 270 > th dose independent rect. 3 12
921 116.69 humidity 60.0 43200 > th dose dependent rect. 9 20
932 116.72 temperature 10.0 720 > th dose dependent rect. 4 3
949 116.76 wind 1.0 43200 < th dose independent rect. 8 10
968 116.80 humidity 90.0 90 < th dose independent rect. 3 4
969 116.80 temperature 10.0 720 > th dose independent rect. 23 5
970 116.80 temperature 30.0 720 < th dose independent rect. 23 5
971 116.80 humidity 50.0 720 > th dose independent rect. 23 5
974 116.80 atmosphere 995.0 720 > th dose independent rect. 23 5
975 116.80 radiation 1.0 720 < th dose independent rect. 23 5
982 116.80 temperature 10.0 720 > th dose independent rect. 4 19
983 116.80 atmosphere 995.0 720 > th dose independent rect. 19 20
984 116.80 radiation 1.0 720 < th dose dependent rect. 23 5