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Os02g0246600

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 : 8.35 (0.0226) R2 : 0.2
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.621 (0.059) R2dC : 0.195 R2C : 0.19
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0953 (0.0476) R2dN8 : 0.00908 R2N8 : 0.00457
σ : 0.427
deviance : 83.28
__
_____
C
peak time of C : 17.1
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 = humidity, 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
71.16 0.396 8.33 0.206 0.568 0.937 -0.284 0.275 0.156 17.1 78.77 1369 -- --
71.22 0.393 8.33 0.229 0.568 0.952 -0.269 -- 0.161 17.1 78.76 1366 -- --
71.34 0.393 8.33 0.208 0.568 0.932 -- 0.253 0.159 17.2 78.74 1366 -- --
71.38 0.394 8.33 0.228 0.566 0.946 -- -- 0.16 17.2 78.64 1362 -- --
87.09 0.435 8.32 0.202 -- 1.07 -- 0.206 0.151 -- 78.06 1309 -- --
82.34 0.425 8.34 0.183 0.625 -- -0.161 -- 0.116 17 -- -- -- --
82.4 0.425 8.34 0.183 0.624 -- -- -- 0.116 17.1 -- -- -- --
87.13 0.435 8.32 0.219 -- 1.08 -- -- 0.154 -- 78 1306 -- --
72.75 0.397 8.34 -- 0.565 0.923 -- -- 0.133 17.2 78.5 1366 -- --
102.83 0.474 8.34 0.16 -- -- -- -- 0.0998 -- -- -- -- --
83.28 0.427 8.35 -- 0.621 -- -- -- 0.0953 17.1 -- -- -- --
88.39 0.438 8.33 -- -- 1.06 -- -- 0.132 -- 78 1309 -- --
103.5 0.475 8.34 -- -- -- -- -- 0.082 -- -- -- -- --

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 58.79 temperature 25.0 270 < th dose independent rect. 1 6
2 59.53 temperature 25.0 270 < th dose independent rect. 3 3
3 59.54 temperature 30.0 270 < th dose dependent rect. 1 6
4 59.70 precipitation 0.1 270 < th dose independent rect. 1 7
5 59.70 precipitation 0.1 270 < th dose dependent rect. 1 7
7 59.92 radiation 30.0 270 < th dose independent rect. 1 7
8 60.06 wind 7.0 270 < th dose independent rect. 1 7
12 60.25 humidity 70.0 270 > th dose independent rect. 1 7
15 60.36 temperature 10.0 270 > th dose independent rect. 1 7
18 60.36 humidity 50.0 270 > th dose independent rect. 1 7
20 60.36 atmosphere 995.0 270 > th dose independent rect. 1 7
21 60.36 atmosphere 1015.0 270 < th dose independent rect. 1 7
22 60.36 temperature 10.0 270 > th dose independent rect. 8 17
23 60.41 precipitation 0.1 90 < th dose independent rect. 3 6
24 60.41 precipitation 0.1 90 < th dose dependent rect. 3 6
25 60.60 wind 9.0 270 < th dose independent rect. 8 17
26 60.60 precipitation 0.1 270 < th dose independent rect. 8 17
27 60.60 precipitation 0.1 270 < th dose dependent rect. 8 17
28 60.66 radiation 30.0 90 < th dose independent rect. 3 6
33 60.74 precipitation 0.1 270 < th dose independent rect. 3 3
34 60.74 precipitation 0.1 270 < th dose dependent rect. 3 3
35 60.77 wind 5.0 90 < th dose independent rect. 3 6
36 60.80 wind 1.0 270 > th dose independent rect. 1 7
39 60.82 humidity 60.0 90 > th dose independent rect. 3 6
41 60.87 radiation 40.0 270 < th dose dependent rect. 1 7
47 61.05 temperature 10.0 90 > th dose independent rect. 3 6
50 61.05 atmosphere 995.0 90 > th dose independent rect. 3 6
51 61.05 atmosphere 1015.0 90 < th dose independent rect. 3 6
55 61.15 temperature 30.0 270 < th dose dependent rect. 3 3
59 61.25 temperature 10.0 270 > th dose dependent rect. 19 7
64 61.28 atmosphere 995.0 270 > th dose independent rect. 8 17
75 61.30 wind 5.0 270 < th dose independent rect. 3 3
79 61.31 wind 1.0 270 > th dose independent rect. 12 9
82 61.41 temperature 15.0 270 > th dose independent rect. 7 6
90 61.51 temperature 10.0 270 > th dose independent rect. 3 3
93 61.51 humidity 50.0 270 > th dose independent rect. 3 3
96 61.51 atmosphere 995.0 270 > th dose independent rect. 3 3
97 61.51 atmosphere 1015.0 270 < th dose independent rect. 3 3
98 61.51 radiation 20.0 270 < th dose independent rect. 3 3
102 61.51 humidity 50.0 270 > th dose independent rect. 8 17
103 61.51 temperature 10.0 270 > th dose independent rect. 6 21
115 61.52 humidity 50.0 270 > th dose dependent rect. 18 8
119 61.56 precipitation 0.1 270 < th dose independent rect. 13 18
120 61.56 wind 9.0 90 < th dose dependent rect. 3 6
121 61.56 precipitation 0.1 270 < th dose dependent rect. 13 18
124 61.70 precipitation 0.1 270 < th dose independent rect. 7 6
125 61.70 radiation 40.0 270 < th dose dependent rect. 3 3
126 61.70 precipitation 0.1 270 < th dose dependent rect. 7 6
130 61.73 atmosphere 995.0 270 > th dose independent rect. 7 6
131 61.73 atmosphere 1015.0 270 < th dose independent rect. 7 6
132 61.73 temperature 10.0 270 > th dose independent rect. 13 18
133 61.74 wind 9.0 270 < th dose independent rect. 7 6
135 61.75 radiation 40.0 270 < th dose dependent rect. 2 5
141 61.77 wind 9.0 270 < th dose independent rect. 6 21
145 61.81 wind 9.0 270 < th dose independent rect. 13 18
152 61.91 precipitation 0.1 270 < th dose independent rect. 3 15
154 61.91 precipitation 0.1 270 < th dose dependent rect. 3 15
158 61.95 temperature 20.0 90 > th dose independent rect. 9 18
165 61.97 wind 9.0 270 < th dose independent rect. 21 15
167 61.99 wind 1.0 270 > th dose independent rect. 13 17
168 62.00 temperature 10.0 270 > th dose independent rect. 12 9
169 62.00 temperature 10.0 270 > th dose independent rect. 21 15
170 62.00 atmosphere 995.0 270 > th dose independent rect. 21 15
173 62.02 precipitation 0.1 270 < th dose independent rect. 6 21
175 62.02 precipitation 0.1 270 < th dose dependent rect. 6 21
178 62.07 radiation 1.0 270 < th dose independent rect. 18 9
180 62.08 humidity 50.0 270 > th dose independent rect. 7 6
184 62.14 humidity 50.0 270 > th dose independent rect. 21 15
185 62.15 radiation 10.0 270 < th dose dependent rect. 18 9
186 62.17 precipitation 0.1 270 < th dose independent rect. 12 9
188 62.17 precipitation 0.1 270 < th dose dependent rect. 12 9
190 62.21 wind 9.0 270 < th dose independent rect. 12 9
191 62.21 atmosphere 995.0 270 > th dose independent rect. 18 9
193 62.21 temperature 20.0 90 > th dose independent rect. 22 16
195 62.22 humidity 60.0 270 > th dose independent rect. 18 9
199 62.26 radiation 1.0 270 > th dose independent rect. 7 6
200 62.26 precipitation 0.1 10 < th dose independent rect. 16 17
202 62.26 precipitation 0.1 10 < th dose dependent rect. 16 17
203 62.27 wind 9.0 270 < th dose independent rect. 18 9
204 62.28 wind 9.0 270 < th dose dependent rect. 3 3
215 62.32 temperature 20.0 10 > th dose independent rect. 9 19
217 62.33 temperature 10.0 270 > th dose independent rect. 18 9
222 62.33 temperature 10.0 270 > th dose independent rect. 3 15
223 62.33 atmosphere 1015.0 270 < th dose independent rect. 3 15
231 62.41 wind 9.0 10 < th dose independent rect. 16 17
235 62.46 temperature 20.0 270 > th dose independent rect. 19 7
239 62.47 atmosphere 1015.0 270 < th dose independent rect. 8 17
241 62.48 temperature 10.0 10 > th dose independent rect. 9 7
243 62.48 atmosphere 1015.0 10 < th dose independent rect. 9 7
244 62.48 precipitation 0.1 10 < th dose independent rect. 9 7
245 62.48 temperature 10.0 10 > th dose independent rect. 16 17
246 62.48 precipitation 0.1 10 < th dose dependent rect. 9 7
250 62.51 atmosphere 995.0 10 > th dose independent rect. 9 7
265 62.60 temperature 30.0 270 < th dose independent rect. 18 9
269 62.66 atmosphere 1015.0 270 < th dose independent rect. 12 9
270 62.66 wind 9.0 270 < th dose independent rect. 3 15
274 62.68 wind 9.0 10 < th dose independent rect. 9 7
276 62.69 radiation 1.0 30 < th dose dependent sin 12 NA
277 62.70 temperature 20.0 10 > th dose independent rect. 22 16
283 62.73 temperature 20.0 270 > th dose independent rect. 20 16
292 62.76 humidity 50.0 270 > th dose dependent rect. 3 3
300 62.78 precipitation 0.1 270 < th dose independent rect. 21 15
305 62.78 precipitation 0.1 270 < th dose dependent rect. 21 15
306 62.78 wind 9.0 90 < th dose dependent rect. 9 18
320 62.83 temperature 15.0 270 > th dose independent rect. 8 4
346 62.90 precipitation 0.1 10 < th dose independent rect. 3 6
348 62.90 radiation 1.0 30 > th dose independent rect. 16 17
349 62.90 precipitation 0.1 10 < th dose dependent rect. 3 6
351 62.91 radiation 1.0 270 > th dose independent rect. 8 4
364 62.97 radiation 40.0 10 < th dose independent rect. 16 17
366 62.98 precipitation 0.1 270 < th dose independent rect. 18 9
368 62.98 precipitation 0.1 270 < th dose dependent rect. 18 9
378 63.04 atmosphere 995.0 270 > th dose independent rect. 6 21
427 63.18 humidity 50.0 270 > th dose dependent rect. 2 5
432 63.20 humidity 50.0 270 > th dose dependent rect. 1 7
441 63.23 temperature 10.0 1440 > th dose independent rect. 10 7
444 63.23 temperature 10.0 1440 > th dose independent rect. 17 17
449 63.24 atmosphere 995.0 90 > th dose dependent rect. 3 6
455 63.25 atmosphere 995.0 10 > th dose independent rect. 16 17
458 63.26 radiation 1.0 30 < th dose independent sin 12 NA
468 63.29 temperature 20.0 270 > th dose independent rect. 7 19
483 63.34 precipitation 0.1 10 < th dose independent rect. 14 19
486 63.34 precipitation 0.1 10 < th dose dependent rect. 14 19
521 63.43 wind 1.0 270 > th dose independent rect. 7 6
522 63.43 radiation 1.0 10 > th dose independent rect. 9 7
526 63.46 humidity 50.0 10 > th dose independent rect. 16 17
529 63.47 atmosphere 995.0 270 > th dose independent rect. 13 18
556 63.56 wind 9.0 30 < th dose independent rect. 14 19
559 63.57 radiation 1.0 30 > th dose independent rect. 9 5
570 63.59 radiation 1.0 30 > th dose independent sin 12 NA
583 63.61 temperature 10.0 10 > th dose independent rect. 9 5
585 63.61 atmosphere 995.0 10 > th dose independent rect. 9 5
586 63.61 atmosphere 1015.0 10 < th dose independent rect. 9 5
587 63.61 precipitation 0.1 10 < th dose independent rect. 9 5
591 63.61 precipitation 0.1 10 < th dose independent rect. 9 18
592 63.61 temperature 10.0 10 > th dose independent rect. 14 19
593 63.61 precipitation 0.1 10 < th dose dependent rect. 9 5
595 63.61 precipitation 0.1 10 < th dose dependent rect. 9 18
617 63.64 humidity 50.0 270 > th dose independent rect. 6 21
618 63.65 temperature 10.0 1440 > th dose independent rect. 10 5
629 63.65 temperature 10.0 1440 > th dose independent rect. 15 19
668 63.77 wind 9.0 10 < th dose independent rect. 9 5
681 63.81 atmosphere 995.0 270 > th dose dependent rect. 1 6
707 63.87 atmosphere 995.0 270 > th dose dependent rect. 3 3
715 63.89 wind 9.0 270 < th dose dependent rect. 18 8
764 64.00 atmosphere 1015.0 270 < th dose independent rect. 21 15
790 64.03 wind 1.0 270 > th dose independent rect. 8 4
830 64.13 radiation 1.0 30 > th dose independent rect. 14 19
892 64.28 temperature 10.0 270 > th dose dependent rect. 20 16
923 64.33 wind 1.0 270 > th dose independent rect. 8 17
969 64.42 wind 9.0 270 < th dose dependent rect. 7 6
985 64.46 wind 1.0 30 > th dose independent rect. 9 7