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Os07g0289600

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.03 (0.0229) R2 : 0.229
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.651 (0.056) R2dC : 0.23 R2C : 0.229
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.00637 (0.048) R2dN8 : 3.85e-05 R2N8 : -0.00131
σ : 0.43
deviance : 84.64
__
_____
C
peak time of C : 9.66
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 = atmosphere, 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
71.17 0.396 7.05 0.397 0.59 0.749 -0.454 -0.639 -0.0821 9.53 1005 224 -- --
71.8 0.395 7.05 0.376 0.595 0.769 -0.505 -- -0.0829 9.55 1005 208 -- --
71.87 0.395 7.05 0.383 0.591 0.762 -- -0.728 -0.0836 9.7 1005 208 -- --
72.71 0.397 7.05 0.363 0.591 0.78 -- -- -0.0859 9.7 1005 205 -- --
91.85 0.446 7.07 0.397 -- 0.92 -- -0.803 -0.114 -- 1005 276 -- --
80.63 0.421 7.02 0.346 0.651 -- -0.582 -- 0.0428 9.54 -- -- -- --
81.85 0.424 7.02 0.326 0.652 -- -- -- 0.0426 9.69 -- -- -- --
92.95 0.449 7.07 0.366 -- 0.937 -- -- -0.113 -- 1005 280 -- --
76.1 0.406 7.06 -- 0.595 0.752 -- -- -0.118 9.68 1005 202 -- --
107.08 0.484 7.04 0.32 -- -- -- -- 0.0436 -- -- -- -- --
84.64 0.43 7.03 -- 0.651 -- -- -- 0.00637 9.66 -- -- -- --
96.45 0.457 7.08 -- -- 0.91 -- -- -0.149 -- 1005 269 -- --
109.78 0.489 7.05 -- -- -- -- -- 0.00812 -- -- -- -- --

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 68.30 atmosphere 995.0 270 > th dose dependent rect. 19 17
4 68.59 radiation 40.0 90 < th dose dependent rect. 1 8
5 68.63 atmosphere 1010.0 270 < th dose independent rect. 11 9
6 68.66 humidity 50.0 90 > th dose dependent rect. 1 8
7 68.67 radiation 10.0 270 < th dose dependent rect. 24 7
10 68.78 wind 1.0 270 > th dose independent rect. 18 7
12 68.80 atmosphere 995.0 10 > th dose dependent rect. 22 17
14 68.82 wind 9.0 270 < th dose independent rect. 6 18
17 68.86 humidity 70.0 90 > th dose independent rect. 1 8
18 68.89 atmosphere 995.0 270 > th dose independent rect. 11 8
22 68.92 radiation 30.0 90 < th dose independent rect. 1 8
25 68.92 atmosphere 995.0 270 > th dose dependent rect. 6 18
33 68.99 atmosphere 1010.0 270 < th dose independent rect. 24 6
34 69.00 wind 1.0 270 > th dose independent rect. 19 5
36 69.01 radiation 10.0 270 < th dose independent rect. 24 6
38 69.02 radiation 40.0 10 < th dose dependent rect. 1 9
39 69.03 temperature 15.0 270 > th dose independent rect. 24 6
43 69.04 wind 9.0 270 < th dose independent rect. 24 6
45 69.04 temperature 30.0 270 < th dose independent rect. 24 6
46 69.04 humidity 50.0 270 > th dose independent rect. 24 6
49 69.04 atmosphere 995.0 270 > th dose independent rect. 24 6
53 69.04 temperature 10.0 270 > th dose independent rect. 6 18
57 69.07 atmosphere 995.0 30 > th dose dependent rect. 9 16
58 69.08 humidity 50.0 270 > th dose dependent rect. 24 6
59 69.09 wind 1.0 270 > th dose independent rect. 11 8
60 69.09 precipitation 0.1 270 < th dose independent rect. 6 18
62 69.09 precipitation 0.1 270 < th dose dependent rect. 6 18
66 69.12 atmosphere 1015.0 270 < th dose independent rect. 13 16
68 69.16 humidity 50.0 270 > th dose independent rect. 6 18
72 69.17 atmosphere 995.0 270 > th dose independent rect. 13 16
76 69.19 precipitation 0.1 270 < th dose independent rect. 24 6
78 69.19 precipitation 0.1 270 < th dose dependent rect. 24 6
80 69.20 atmosphere 1005.0 90 > th dose dependent rect. 9 18
85 69.23 atmosphere 995.0 270 > th dose independent rect. 1 17
92 69.27 wind 1.0 270 > th dose independent rect. 24 6
95 69.28 temperature 15.0 270 > th dose independent rect. 11 9
98 69.29 atmosphere 995.0 270 > th dose independent rect. 24 19
102 69.30 temperature 30.0 90 < th dose independent rect. 1 8
119 69.40 precipitation 0.1 270 < th dose independent rect. 20 15
120 69.40 precipitation 0.1 270 < th dose dependent rect. 20 15
125 69.43 wind 9.0 90 < th dose independent rect. 9 16
147 69.47 atmosphere 1005.0 270 > th dose dependent rect. 6 19
156 69.53 wind 7.0 270 < th dose independent rect. 19 5
160 69.53 temperature 10.0 270 > th dose independent rect. 19 16
161 69.53 atmosphere 995.0 270 > th dose independent rect. 19 16
162 69.55 temperature 15.0 270 > th dose independent rect. 24 19
169 69.56 atmosphere 995.0 270 > th dose dependent rect. 5 8
178 69.58 wind 9.0 270 < th dose independent rect. 19 16
179 69.58 temperature 10.0 90 > th dose independent rect. 9 16
183 69.59 precipitation 0.1 270 < th dose independent rect. 11 8
184 69.59 humidity 50.0 270 > th dose independent rect. 19 16
186 69.59 atmosphere 995.0 270 > th dose dependent rect. 6 6
187 69.59 precipitation 0.1 270 < th dose dependent rect. 11 8
197 69.62 radiation 10.0 10 < th dose dependent sin 2 NA
199 69.63 atmosphere 995.0 270 > th dose dependent rect. 18 7
209 69.65 atmosphere 1005.0 90 > th dose dependent rect. 6 21
211 69.66 atmosphere 995.0 270 > th dose dependent rect. 19 5
224 69.69 wind 7.0 270 < th dose independent rect. 18 7
225 69.69 humidity 50.0 270 > th dose independent rect. 5 8
247 69.76 wind 1.0 270 > th dose independent rect. 6 18
248 69.77 radiation 30.0 10 < th dose independent rect. 1 8
262 69.80 temperature 10.0 270 > th dose independent rect. 5 8
263 69.80 atmosphere 995.0 270 > th dose independent rect. 5 8
264 69.80 atmosphere 1015.0 270 < th dose independent rect. 5 8
266 69.80 temperature 10.0 270 > th dose independent rect. 13 16
267 69.80 wind 9.0 270 < th dose independent rect. 5 20
278 69.82 precipitation 0.1 10 < th dose independent rect. 9 16
279 69.82 precipitation 0.1 10 < th dose dependent rect. 9 16
281 69.83 temperature 30.0 270 < th dose independent rect. 18 7
282 69.83 radiation 1.0 270 < th dose independent rect. 18 7
284 69.83 radiation 1.0 270 < th dose dependent rect. 18 7
293 69.84 radiation 20.0 10 < th dose dependent rect. 1 21
297 69.85 precipitation 0.1 270 < th dose independent rect. 5 8
299 69.85 precipitation 0.1 270 < th dose dependent rect. 5 8
303 69.86 humidity 60.0 270 > th dose independent rect. 18 7
305 69.86 temperature 10.0 1440 > th dose independent rect. 2 8
308 69.86 atmosphere 995.0 1440 > th dose independent rect. 2 8
309 69.86 temperature 10.0 1440 > th dose independent rect. 10 16
334 69.89 radiation 10.0 270 < th dose dependent rect. 15 10
337 69.90 temperature 10.0 270 > th dose independent rect. 18 7
339 69.90 radiation 20.0 270 < th dose independent rect. 18 7
350 69.90 wind 1.0 90 > th dose independent rect. 9 16
353 69.90 atmosphere 1015.0 270 < th dose independent rect. 1 17
355 69.90 radiation 40.0 270 < th dose dependent rect. 18 7
357 69.91 wind 9.0 10 < th dose independent rect. 9 16
359 69.91 radiation 20.0 270 < th dose dependent rect. 18 7
365 69.92 atmosphere 1015.0 270 < th dose independent rect. 24 19
369 69.93 temperature 10.0 270 > th dose independent rect. 19 5
370 69.93 temperature 30.0 270 < th dose independent rect. 19 5
371 69.93 humidity 50.0 270 > th dose independent rect. 19 5
372 69.93 atmosphere 995.0 270 > th dose independent rect. 19 5
373 69.93 radiation 1.0 270 < th dose independent rect. 19 5
393 69.95 precipitation 0.1 270 < th dose independent rect. 19 5
396 69.95 precipitation 0.1 270 < th dose dependent rect. 19 5
413 69.99 atmosphere 1000.0 270 > th dose independent rect. 1 4
414 69.99 atmosphere 995.0 270 > th dose independent rect. 18 7
415 69.99 precipitation 0.1 270 < th dose independent rect. 18 7
417 69.99 precipitation 0.1 270 < th dose dependent rect. 18 7
421 70.00 precipitation 0.1 90 < th dose independent rect. 9 16
423 70.00 precipitation 0.1 90 < th dose dependent rect. 9 16
455 70.04 radiation 1.0 270 < th dose independent rect. 16 9
463 70.05 wind 9.0 270 < th dose independent rect. 1 4
464 70.05 temperature 10.0 270 > th dose independent rect. 1 4
467 70.05 humidity 50.0 270 > th dose independent rect. 1 4
471 70.05 atmosphere 1010.0 270 < th dose independent rect. 1 4
484 70.05 precipitation 0.1 270 < th dose independent rect. 24 19
485 70.05 temperature 10.0 270 > th dose independent rect. 5 20
493 70.05 precipitation 0.1 270 < th dose dependent rect. 24 19
494 70.06 wind 9.0 1440 < th dose independent rect. 23 3
503 70.07 radiation 1.0 270 < th dose dependent rect. 6 19
504 70.08 wind 9.0 270 < th dose independent rect. 5 8
510 70.09 precipitation 0.1 270 < th dose independent rect. 1 17
515 70.09 precipitation 0.1 270 < th dose dependent rect. 1 17
524 70.10 precipitation 0.1 270 < th dose independent rect. 5 20
531 70.10 precipitation 0.1 270 < th dose dependent rect. 5 20
553 70.12 radiation 1.0 270 < th dose independent rect. 6 19
569 70.14 wind 9.0 270 < th dose independent rect. 11 8
581 70.15 precipitation 0.1 270 < th dose independent rect. 13 16
585 70.15 precipitation 0.1 270 < th dose dependent rect. 13 16
613 70.22 wind 1.0 270 > th dose independent rect. 1 4
614 70.22 precipitation 0.1 270 < th dose independent rect. 1 4
619 70.22 precipitation 0.1 270 < th dose dependent rect. 1 4
628 70.23 radiation 1.0 270 < th dose independent rect. 24 12
736 70.33 wind 9.0 270 < th dose independent rect. 24 19
764 70.37 wind 9.0 270 < th dose independent rect. 1 17
871 70.48 wind 9.0 10 < th dose dependent rect. 1 8
888 70.50 atmosphere 1015.0 90 < th dose dependent rect. 1 21
907 70.53 wind 9.0 270 < th dose independent rect. 13 16
912 70.53 radiation 10.0 270 < th dose dependent rect. 24 13
927 70.55 atmosphere 1015.0 270 < th dose dependent rect. 24 19
983 70.63 temperature 30.0 270 < th dose dependent rect. 24 5