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Os02g0613200

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.8 (0.0195) R2 : 0.872
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.64 (0.0648) R2dC : 0.308 R2C : 0.637
β3 : -1.67 (0.0762) R2dE : 0.229 R2E : 0.56
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.199 (0.041) R2dN8 : 0.00772 R2N8 : 0.00122
σ : 0.366
deviance : 61.69
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C
peak time of C : 16.2
E
wheather : wind
threshold : 5.539
memory length : 110
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 2.76
open length of G : 3.75

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = < th, dose dependency = dose dependent, 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
58.93 0.361 12.8 0.212 1.67 -1.58 -0.556 -1.36 0.213 16.2 5.47 89 2.93 3.95
60.04 0.361 12.8 0.337 1.76 -1.63 -0.298 -- 0.206 16.3 5.083 106 2.78 3.78
58.49 0.356 12.8 0.233 1.65 -1.63 -- -0.893 0.205 16.2 5.612 114 2.67 3.88
59.44 0.359 12.8 0.285 1.66 -1.69 -- -- 0.216 16.2 5.342 113 2.73 3.77
136.94 0.545 12.8 0.371 -- -2.47 -- -0.829 0.347 -- 8.716 105 2.5 4.4
119.32 0.512 12.8 0.18 2.6 -- 0.525 -- 0.197 16.7 -- -- -- --
120.05 0.513 12.8 0.183 2.61 -- -- -- 0.2 16.7 -- -- -- --
136.23 0.544 12.8 0.327 -- -2.57 -- -- 0.272 -- 9.247 108 2.47 4.3
61.69 0.366 12.8 -- 1.64 -1.67 -- -- 0.199 16.2 5.539 110 2.76 3.75
480.96 1.02 12.8 0.0838 -- -- -- -- 0.132 -- -- -- -- --
120.93 0.514 12.8 -- 2.6 -- -- -- 0.18 16.7 -- -- -- --
118.06 0.506 12.9 -- -- -2.62 -- -- 0.162 -- 12.92 258 0.667 4.7
481.15 1.02 12.8 -- -- -- -- -- 0.123 -- -- -- -- --

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 60.13 wind 5.0 90 < th dose dependent rect. 3 4
4 61.90 precipitation 0.1 270 < th dose independent rect. 1 4
5 61.90 precipitation 0.1 270 < th dose dependent rect. 1 4
6 61.99 wind 5.0 270 < th dose independent rect. 1 4
9 62.46 wind 3.0 90 < th dose independent rect. 3 4
35 64.17 temperature 10.0 270 > th dose independent rect. 1 4
37 64.17 temperature 30.0 270 < th dose independent rect. 1 4
38 64.17 humidity 50.0 270 > th dose independent rect. 1 4
41 64.17 atmosphere 995.0 270 > th dose independent rect. 1 4
42 64.17 atmosphere 1010.0 270 < th dose independent rect. 1 4
44 64.17 radiation 1.0 270 < th dose independent rect. 1 4
49 64.17 temperature 10.0 270 > th dose independent rect. 5 20
50 64.17 radiation 10.0 270 < th dose dependent rect. 1 4
54 64.18 temperature 10.0 270 > th dose dependent rect. 2 3
58 64.39 wind 9.0 270 < th dose independent rect. 5 20
64 64.80 radiation 40.0 90 < th dose dependent rect. 3 4
66 64.83 humidity 70.0 90 > th dose independent rect. 3 4
67 64.83 radiation 20.0 90 < th dose independent rect. 3 4
68 64.87 temperature 10.0 270 > th dose dependent rect. 1 5
71 64.92 temperature 10.0 90 > th dose independent rect. 3 4
73 64.92 temperature 30.0 90 < th dose independent rect. 3 4
74 64.92 humidity 50.0 90 > th dose independent rect. 3 4
76 64.92 atmosphere 995.0 90 > th dose independent rect. 3 4
77 64.92 atmosphere 1015.0 90 < th dose independent rect. 3 4
79 64.92 temperature 10.0 90 > th dose independent rect. 7 20
81 64.96 humidity 50.0 90 > th dose dependent rect. 3 4
83 65.02 wind 9.0 90 < th dose independent rect. 7 20
107 65.28 atmosphere 995.0 90 > th dose independent rect. 7 20
109 65.29 atmosphere 1015.0 90 < th dose dependent rect. 3 4
138 65.83 humidity 50.0 270 > th dose dependent rect. 1 4
147 66.28 precipitation 0.1 270 < th dose independent rect. 5 20
148 66.28 precipitation 0.1 270 < th dose dependent rect. 5 20
167 66.52 precipitation 0.1 10 < th dose independent rect. 3 4
168 66.52 precipitation 0.1 10 < th dose dependent rect. 3 4
187 67.13 precipitation 0.1 90 < th dose independent rect. 7 20
188 67.13 precipitation 0.1 90 < th dose dependent rect. 7 20
196 67.32 radiation 40.0 270 < th dose independent rect. 6 19
214 67.83 temperature 10.0 10 > th dose dependent rect. 3 4
251 68.55 atmosphere 1015.0 270 < th dose dependent rect. 1 4
257 68.74 atmosphere 995.0 10 > th dose independent rect. 7 20
259 68.78 atmosphere 1015.0 1440 < th dose independent rect. 3 5
276 69.15 temperature 10.0 10 > th dose independent rect. 3 4
278 69.15 temperature 30.0 10 < th dose independent rect. 3 4
279 69.15 humidity 50.0 10 > th dose independent rect. 3 4
282 69.15 atmosphere 995.0 10 > th dose independent rect. 3 4
283 69.15 atmosphere 1015.0 10 < th dose independent rect. 3 4
284 69.15 radiation 20.0 10 < th dose independent rect. 3 4
287 69.15 temperature 10.0 10 > th dose independent rect. 7 20
292 69.28 wind 9.0 10 < th dose independent rect. 7 20
338 69.73 radiation 40.0 270 < th dose dependent rect. 6 19
371 70.12 precipitation 0.1 10 < th dose independent rect. 7 20
373 70.12 precipitation 0.1 10 < th dose dependent rect. 7 20
376 70.25 atmosphere 1015.0 10 < th dose dependent rect. 4 3
381 70.34 wind 1.0 270 > th dose independent rect. 2 2
517 71.95 humidity 50.0 90 > th dose dependent rect. 7 20
546 72.19 wind 9.0 1440 < th dose independent rect. 3 5
547 72.19 temperature 10.0 1440 > th dose independent rect. 3 5
550 72.19 temperature 30.0 1440 < th dose independent rect. 3 5
554 72.19 humidity 50.0 1440 > th dose independent rect. 3 5
559 72.19 atmosphere 995.0 1440 > th dose independent rect. 3 5
560 72.19 temperature 10.0 1440 > th dose independent rect. 8 19
564 72.20 wind 1.0 270 > th dose independent rect. 1 4
570 72.28 atmosphere 1015.0 270 < th dose independent rect. 5 20
592 72.50 atmosphere 1015.0 90 < th dose independent rect. 7 20
736 73.70 temperature 30.0 90 < th dose independent rect. 6 21
761 73.82 precipitation 0.1 270 < th dose independent rect. 1 15
769 73.82 precipitation 0.1 270 < th dose dependent rect. 1 15
870 74.47 radiation 40.0 270 < th dose dependent rect. 15 10
875 74.55 atmosphere 1015.0 10 < th dose independent rect. 7 20
883 74.62 wind 9.0 90 < th dose dependent rect. 7 20
921 75.05 wind 1.0 270 > th dose independent rect. 5 20