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Os05g0535600

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

Description : Similar to Inositol-1, 4, 5-trisphosphate 5-phosphatase-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.63 (0.0269) R2 : 0.617
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.75 (0.0714) R2dC : 0.524 R2C : 0.443
β3 : -2.77 (0.3) R2dE : 0.0745 R2E : -0.0194
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.513 (0.0567) R2dN8 : 0.0891 R2N8 : 0.0849
σ : 0.505
deviance : 117.46
__
_____
C
peak time of C : 6.51
E
wheather : humidity
threshold : 95.03
memory length : 238
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, 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
111.66 0.496 6.6 0.619 1.8 -0.853 -1.12 3.73 0.516 6.39 92.94 271 -- --
110.04 0.489 6.63 0.57 1.74 -2.18 -0.00714 -- 0.524 6.63 96 253 -- --
105.07 0.477 6.63 0.588 1.77 -2.02 -- 4.02 0.634 6.42 94.92 215 -- --
108.51 0.485 6.61 0.579 1.77 -2.7 -- -- 0.557 6.5 94.97 232 -- --
256.46 0.746 6.65 0.607 -- -1.18 -- 4.23 0.626 -- 95.18 210 -- --
129.64 0.534 6.61 0.613 1.63 -- -0.145 -- 0.62 6.54 -- -- -- --
129.69 0.533 6.61 0.611 1.63 -- -- -- 0.62 6.54 -- -- -- --
261.82 0.754 6.64 0.637 -- -1.43 -- -- 0.633 -- 95.05 209 -- --
117.46 0.505 6.63 -- 1.75 -2.77 -- -- 0.513 6.51 95.03 238 -- --
268.19 0.765 6.64 0.651 -- -- -- -- 0.654 -- -- -- -- --
139.54 0.553 6.62 -- 1.64 -- -- -- 0.552 6.52 -- -- -- --
272.51 0.769 6.66 -- -- -1.47 -- -- 0.562 -- 95.34 196 -- --
279.39 0.78 6.65 -- -- -- -- -- 0.582 -- -- -- -- --

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
1 101.23 radiation 1.0 1440 < th dose independent rect. 11 1
2 101.23 radiation 1.0 1440 < th dose dependent rect. 11 1
3 101.67 precipitation 0.1 270 > th dose dependent rect. 2 2
4 101.68 precipitation 0.1 270 > th dose independent rect. 2 2
15 109.02 radiation 1.0 1440 > th dose independent rect. 8 5
17 109.15 radiation 1.0 1440 < th dose independent rect. 9 3
18 109.15 radiation 1.0 1440 < th dose dependent rect. 9 3
19 109.36 wind 1.0 720 < th dose independent rect. 23 1
20 109.79 radiation 1.0 1440 < th dose independent rect. 8 5
21 109.79 radiation 1.0 1440 < th dose dependent rect. 8 5
65 111.52 radiation 1.0 1440 > th dose independent rect. 9 1
70 111.69 wind 1.0 1440 > th dose independent rect. 23 1
73 111.76 radiation 1.0 1440 < th dose independent rect. 13 1
74 111.76 radiation 1.0 1440 < th dose dependent rect. 13 1
78 111.83 atmosphere 1005.0 10 < th dose dependent rect. 24 7
94 112.36 humidity 90.0 720 > th dose dependent rect. 20 3
98 112.45 atmosphere 1005.0 720 < th dose independent rect. 21 2
110 112.67 wind 1.0 270 < th dose independent rect. 3 1
112 112.75 wind 7.0 4320 > th dose independent rect. 17 1
117 112.88 atmosphere 1005.0 720 < th dose independent rect. 20 5
120 112.93 humidity 90.0 720 > th dose dependent rect. 20 1
124 113.16 precipitation 0.1 14400 > th dose dependent rect. 3 2
133 113.49 wind 7.0 4320 < th dose independent rect. 17 1
139 113.58 precipitation 0.1 14400 > th dose independent rect. 3 2
143 113.69 precipitation 0.1 14400 < th dose independent rect. 3 2
144 113.69 precipitation 0.1 14400 < th dose dependent rect. 3 2
145 113.70 wind 7.0 4320 > th dose dependent rect. 17 1
149 113.75 humidity 60.0 14400 > th dose independent rect. 7 1
175 114.28 precipitation 0.1 270 > th dose independent rect. 2 6
179 114.31 precipitation 0.1 270 > th dose dependent rect. 2 6
193 114.56 humidity 90.0 270 > th dose dependent rect. 20 15
195 114.61 humidity 90.0 270 > th dose dependent rect. 20 17
201 114.69 humidity 90.0 270 > th dose dependent rect. 20 21
206 114.75 wind 7.0 4320 > th dose independent rect. 17 4
212 114.77 humidity 90.0 270 > th dose dependent rect. 5 23
216 114.82 humidity 90.0 270 > th dose dependent rect. 7 23
268 115.02 atmosphere 1005.0 270 < th dose dependent rect. 1 2
274 115.04 humidity 90.0 270 > th dose dependent rect. 10 23
275 115.05 humidity 90.0 270 > th dose dependent sin 10 NA
277 115.06 humidity 90.0 270 > th dose dependent rect. 12 23
282 115.08 precipitation 0.1 270 > th dose independent rect. 24 8
284 115.09 humidity 90.0 270 > th dose dependent no NA NA
296 115.13 wind 7.0 4320 > th dose dependent rect. 17 4
318 115.27 wind 7.0 4320 < th dose independent rect. 17 4
322 115.31 humidity 60.0 14400 < th dose independent rect. 6 1
324 115.31 humidity 60.0 14400 < th dose independent rect. 20 1
326 115.31 radiation 20.0 14400 > th dose independent rect. 17 1
377 115.31 humidity 60.0 14400 < th dose dependent rect. 6 1
379 115.31 humidity 60.0 14400 < th dose dependent rect. 20 1
381 115.31 radiation 20.0 14400 > th dose dependent rect. 17 1
465 115.54 humidity 90.0 30 > th dose dependent sin 5 NA
466 115.55 humidity 90.0 10 < th dose independent sin 7 NA
508 115.78 humidity 90.0 30 > th dose independent sin 6 NA
519 115.85 humidity 90.0 30 > th dose dependent rect. 24 14
521 115.85 humidity 90.0 270 > th dose dependent rect. 1 23
538 115.93 humidity 90.0 30 > th dose dependent rect. 24 12
586 116.24 wind 3.0 14400 < th dose dependent rect. 1 1
599 116.30 atmosphere 1005.0 10 < th dose dependent rect. 4 2
604 116.34 atmosphere 1005.0 720 > th dose independent rect. 19 6
606 116.35 humidity 80.0 1440 < th dose independent rect. 23 15
607 116.35 temperature 25.0 90 < th dose independent rect. 23 19
619 116.39 humidity 80.0 1440 < th dose independent rect. 2 12
670 116.63 humidity 60.0 14400 > th dose independent rect. 20 12
674 116.65 humidity 80.0 1440 < th dose independent rect. 7 7
689 116.70 precipitation 0.1 270 > th dose dependent sin 9 NA
707 116.76 humidity 90.0 30 > th dose dependent rect. 24 8
714 116.81 precipitation 0.1 270 > th dose independent sin 9 NA
718 116.83 atmosphere 1005.0 90 < th dose dependent rect. 3 4
741 116.90 wind 9.0 4320 > th dose independent rect. 17 15
743 116.90 humidity 90.0 30 > th dose independent rect. 24 18
816 117.06 humidity 80.0 1440 < th dose independent sin 4 NA
826 117.08 atmosphere 1005.0 270 > th dose dependent rect. 24 7
861 117.17 atmosphere 1005.0 720 > th dose independent rect. 21 1
896 117.25 humidity 90.0 30 > th dose independent rect. 24 14
907 117.26 humidity 90.0 30 > th dose dependent rect. 5 23
928 117.33 wind 1.0 720 < th dose dependent rect. 23 1
977 117.41 humidity 90.0 30 > th dose independent rect. 24 12