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Os02g0833100

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 : 9.37 (0.0221) R2 : 0.724
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.83 (0.0534) R2dC : 0.717 R2C : 0.71
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.195 (0.0465) R2dN8 : 0.0138 R2N8 : 0.00682
σ : 0.417
deviance : 79.46
__
_____
C
peak time of C : 22.4
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 = radiation, 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
65.17 0.379 9.29 0.802 1.83 -0.402 -0.486 -4.15 -0.0453 22.3 0.7319 1462 -- --
73.69 0.4 9.35 0.492 1.91 0.292 -0.522 -- -0.106 22.3 0.01007 4126 -- --
65.25 0.376 9.28 0.797 1.86 -0.353 -- -4.33 -0.0344 22.4 0.7211 1501 -- --
74.33 0.402 9.36 0.425 1.91 0.423 -- -- -0.107 22.3 0.0622 5519 -- --
120.03 0.513 9.31 0.345 -- 1.22 -- -0.726 -0.119 -- 2.702 1631 -- --
75.06 0.406 9.36 0.269 1.83 -- -0.713 -- -0.164 22.4 -- -- -- --
77.12 0.411 9.36 0.298 1.83 -- -- -- -0.162 22.3 -- -- -- --
121.87 0.516 9.3 0.321 -- 1.23 -- -- -0.107 -- 3.888 33424 -- --
78.79 0.413 9.38 -- 1.92 0.31 -- -- -0.169 22.3 0.1687 5307 -- --
281.81 0.784 9.31 0.327 -- -- -- -- -0.156 -- -- -- -- --
79.46 0.417 9.37 -- 1.83 -- -- -- -0.195 22.4 -- -- -- --
120.83 0.514 9.31 -- -- 1.26 -- -- -0.137 -- 5.31 15447 -- --
284.64 0.787 9.32 -- -- -- -- -- -0.193 -- -- -- -- --

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 62.72 wind 1.0 14400 > th dose independent rect. 16 6
2 62.78 wind 1.0 14400 < th dose dependent rect. 18 3
3 62.91 wind 1.0 14400 > th dose independent rect. 15 9
4 62.95 wind 1.0 14400 < th dose independent rect. 16 6
5 63.07 humidity 90.0 90 < th dose independent rect. 19 21
10 63.21 wind 1.0 14400 < th dose independent rect. 18 3
12 63.39 wind 1.0 14400 < th dose independent rect. 15 9
13 63.43 wind 1.0 14400 > th dose independent rect. 18 3
14 63.44 humidity 90.0 90 < th dose independent rect. 19 19
20 63.64 wind 1.0 14400 < th dose dependent rect. 16 6
23 63.75 humidity 90.0 10 < th dose independent rect. 20 18
24 63.76 humidity 90.0 90 > th dose independent sin 5 NA
29 63.86 wind 1.0 14400 > th dose independent rect. 10 14
31 63.88 humidity 90.0 90 > th dose independent rect. 1 15
44 64.06 wind 1.0 14400 < th dose independent rect. 10 14
47 64.09 radiation 1.0 1440 < th dose dependent rect. 15 16
49 64.12 humidity 90.0 90 > th dose independent rect. 1 11
62 64.25 humidity 90.0 10 < th dose independent rect. 20 20
69 64.33 humidity 90.0 90 > th dose independent rect. 1 18
78 64.38 wind 1.0 14400 < th dose independent rect. 10 1
79 64.38 humidity 90.0 10 < th dose independent rect. 20 16
84 64.40 humidity 90.0 90 > th dose independent rect. 1 20
85 64.41 radiation 1.0 1440 < th dose dependent sin 13 NA
87 64.47 wind 1.0 14400 > th dose independent rect. 10 1
92 64.49 wind 9.0 14400 > th dose independent rect. 17 2
93 64.49 humidity 90.0 90 > th dose independent rect. 1 22
104 64.56 wind 9.0 14400 > th dose dependent rect. 17 2
106 64.57 humidity 80.0 90 > th dose dependent rect. 1 18
109 64.59 humidity 80.0 90 > th dose dependent rect. 1 11
116 64.62 wind 9.0 14400 > th dose dependent rect. 16 16
128 64.67 humidity 90.0 90 > th dose independent rect. 23 22
129 64.67 wind 1.0 14400 < th dose dependent rect. 9 15
130 64.67 humidity 50.0 90 > th dose dependent rect. 2 17
137 64.71 humidity 50.0 90 > th dose dependent sin 7 NA
138 64.71 radiation 1.0 1440 < th dose dependent rect. 10 21
148 64.76 radiation 1.0 1440 < th dose independent rect. 15 16
152 64.78 wind 9.0 14400 > th dose dependent rect. 14 18
157 64.80 humidity 80.0 90 > th dose dependent rect. 23 20
164 64.82 radiation 1.0 1440 < th dose independent sin 13 NA
165 64.82 humidity 90.0 90 < th dose independent rect. 4 10
168 64.82 humidity 80.0 90 > th dose dependent rect. 1 14
170 64.83 wind 9.0 14400 > th dose independent rect. 17 4
173 64.83 humidity 90.0 90 > th dose independent rect. 23 20
178 64.84 humidity 80.0 90 > th dose dependent sin 6 NA
182 64.85 radiation 1.0 1440 < th dose dependent rect. 15 10
184 64.85 wind 1.0 14400 < th dose dependent rect. 10 12
186 64.86 radiation 1.0 1440 < th dose dependent rect. 15 8
194 64.87 radiation 1.0 1440 < th dose dependent rect. 15 4
212 64.91 wind 1.0 14400 < th dose independent rect. 9 4
213 64.91 wind 9.0 14400 > th dose independent rect. 17 15
224 64.93 humidity 90.0 90 < th dose dependent rect. 19 19
231 64.96 wind 1.0 14400 < th dose dependent rect. 10 1
236 64.97 humidity 50.0 10 > th dose dependent sin 6 NA
241 64.98 humidity 60.0 90 > th dose dependent rect. 1 12
243 64.98 humidity 50.0 10 > th dose dependent rect. 3 16
244 64.99 wind 1.0 14400 > th dose independent rect. 9 4
253 65.01 wind 9.0 14400 < th dose independent rect. 17 4
262 65.03 wind 9.0 14400 < th dose independent rect. 17 2
278 65.06 wind 9.0 14400 > th dose dependent sin 12 NA
279 65.06 wind 9.0 14400 > th dose dependent rect. 16 7
288 65.08 humidity 90.0 90 < th dose independent sin 4 NA
302 65.10 wind 3.0 14400 < th dose dependent rect. 20 1
303 65.10 humidity 80.0 10 > th dose dependent rect. 3 10
309 65.12 wind 9.0 14400 < th dose independent rect. 17 14
322 65.13 wind 1.0 14400 < th dose dependent rect. 12 12
331 65.15 radiation 1.0 1440 > th dose independent rect. 15 16
363 65.20 radiation 1.0 1440 > th dose independent sin 13 NA
379 65.22 humidity 80.0 90 > th dose dependent rect. 23 13
394 65.25 humidity 90.0 10 < th dose dependent rect. 20 18
409 65.27 wind 5.0 14400 < th dose dependent rect. 16 1
411 65.27 wind 9.0 14400 > th dose dependent rect. 14 9
437 65.31 humidity 90.0 10 > th dose independent rect. 3 16
463 65.35 humidity 50.0 10 > th dose dependent rect. 3 10
471 65.37 humidity 80.0 10 > th dose dependent rect. 3 16
480 65.39 wind 3.0 14400 < th dose independent rect. 15 2
484 65.39 humidity 80.0 10 > th dose dependent sin 4 NA
506 65.43 wind 9.0 14400 > th dose independent sin 11 NA
554 65.50 radiation 1.0 1440 < th dose dependent no NA NA
556 65.50 radiation 1.0 1440 < th dose dependent rect. 4 19
563 65.50 radiation 1.0 1440 < th dose dependent rect. 22 21
577 65.51 radiation 1.0 1440 < th dose independent rect. 10 21
580 65.51 radiation 1.0 1440 < th dose dependent rect. 4 15
603 65.52 wind 3.0 14400 > th dose independent rect. 16 1
625 65.54 wind 9.0 14400 < th dose dependent rect. 16 1
687 65.61 wind 5.0 14400 > th dose dependent rect. 20 13
702 65.62 humidity 80.0 90 > th dose dependent rect. 1 22
706 65.63 wind 1.0 14400 > th dose independent sin 18 NA
724 65.64 wind 1.0 14400 > th dose dependent rect. 16 1
733 65.66 humidity 90.0 10 < th dose independent rect. 6 8
747 65.67 humidity 80.0 90 > th dose dependent rect. 7 23
749 65.68 temperature 10.0 43200 > th dose independent rect. 13 7
755 65.69 wind 9.0 14400 < th dose independent sin 11 NA
766 65.70 humidity 60.0 90 > th dose independent rect. 2 17
778 65.73 wind 1.0 14400 < th dose independent sin 18 NA
787 65.75 wind 1.0 14400 > th dose independent rect. 20 2
809 65.78 wind 7.0 14400 > th dose dependent rect. 20 10
830 65.81 radiation 1.0 1440 > th dose independent rect. 10 21
831 65.81 radiation 1.0 1440 < th dose independent rect. 15 21
836 65.82 precipitation 0.1 14400 > th dose independent rect. 8 1
846 65.82 precipitation 0.1 14400 > th dose dependent rect. 8 1
859 65.83 wind 9.0 14400 > th dose independent rect. 14 18
869 65.84 wind 9.0 14400 < th dose independent rect. 14 18
891 65.86 wind 7.0 14400 > th dose independent rect. 14 7
894 65.86 humidity 90.0 90 > th dose independent rect. 21 19
920 65.88 humidity 90.0 90 > th dose independent rect. 19 21
951 65.91 wind 7.0 14400 < th dose independent rect. 13 8
956 65.91 humidity 90.0 90 < th dose independent rect. 4 22
979 65.93 humidity 50.0 270 > th dose dependent rect. 23 12