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Os10g0375600

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

Description : Similar to ER66 protein (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.6 (0.0173) R2 : 0.00109
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0257 (0.0364) R2dN8 : 0.00141 R2N8 : 0.00109
σ : 0.326
deviance : 48.64
__
_____
C
peak time of C : --
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 = temperature, 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
25.11 0.235 12.6 0.0791 0.631 -0.0981 -0.115 0.6 0.0577 6.41 20.4 277 -- --
26.01 0.238 12.6 0.0551 0.645 -0.275 -0.335 -- 0.0244 6.28 18.6 332 -- --
25.12 0.233 12.6 0.081 0.63 -0.0967 -- 0.615 0.0588 6.41 20.5 276 -- --
25.96 0.237 12.6 0.0202 0.621 -0.339 -- -- 0.0422 6.31 18.6 366 -- --
37.44 0.285 12.6 0.453 -- -0.4 -- 0.952 0.171 -- 25.6 375 -- --
27.16 0.244 12.6 -0.0715 0.64 -- -0.297 -- 0.0045 6.33 -- -- -- --
27.38 0.245 12.6 -0.0751 0.639 -- -- -- 0.0055 6.33 -- -- -- --
37.47 0.285 12.6 0.0581 -- -0.412 -- -- 0.142 -- 25.78 384 -- --
25.97 0.237 12.6 -- 0.622 -0.325 -- -- 0.0374 6.34 18.61 368 -- --
48.55 0.326 12.6 -0.0582 -- -- -- -- 0.0192 -- -- -- -- --
27.53 0.245 12.6 -- 0.638 -- -- -- 0.0139 6.33 -- -- -- --
37.44 0.285 12.6 -- -- -0.405 -- -- 0.17 -- 25.62 364 -- --
48.64 0.326 12.6 -- -- -- -- -- 0.0257 -- -- -- -- --

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 23.64 humidity 90.0 90 < th dose independent rect. 9 9
2 23.76 temperature 10.0 90 > th dose dependent rect. 9 20
6 23.86 temperature 10.0 10 > th dose dependent rect. 9 10
8 23.95 temperature 20.0 10 > th dose independent rect. 9 10
11 23.99 atmosphere 995.0 10 > th dose independent rect. 9 10
13 24.01 temperature 15.0 90 > th dose independent rect. 9 9
16 24.02 radiation 30.0 90 < th dose independent rect. 5 6
29 24.14 precipitation 0.1 10 < th dose independent rect. 9 10
30 24.14 wind 1.0 30 > th dose independent rect. 19 14
31 24.14 temperature 15.0 90 > th dose independent rect. 9 20
32 24.14 precipitation 0.1 10 < th dose dependent rect. 9 10
38 24.17 temperature 10.0 10 > th dose independent rect. 9 10
40 24.17 atmosphere 1015.0 10 < th dose independent rect. 9 10
41 24.17 temperature 10.0 10 > th dose independent rect. 19 14
42 24.17 temperature 30.0 10 < th dose independent rect. 19 14
43 24.17 humidity 50.0 10 > th dose independent rect. 19 14
45 24.17 atmosphere 995.0 10 > th dose independent rect. 19 14
46 24.18 wind 9.0 10 < th dose independent rect. 19 14
49 24.19 radiation 20.0 4320 < th dose independent rect. 23 7
50 24.19 temperature 20.0 10 > th dose dependent rect. 17 11
53 24.21 temperature 20.0 90 > th dose dependent rect. 17 10
54 24.22 radiation 30.0 90 < th dose independent rect. 5 4
57 24.23 radiation 1.0 270 > th dose independent rect. 8 9
61 24.23 precipitation 0.1 90 < th dose independent rect. 9 20
64 24.23 precipitation 0.1 90 < th dose dependent rect. 9 20
65 24.25 radiation 30.0 90 < th dose independent rect. 18 15
83 24.29 radiation 30.0 270 < th dose independent rect. 3 7
84 24.30 temperature 30.0 90 < th dose independent rect. 5 4
89 24.31 radiation 40.0 10 < th dose independent rect. 19 14
91 24.31 radiation 40.0 270 < th dose dependent rect. 3 8
94 24.32 radiation 1.0 90 > th dose independent rect. 18 15
95 24.32 atmosphere 995.0 90 > th dose independent rect. 9 20
96 24.32 temperature 10.0 90 > th dose dependent rect. 21 8
111 24.36 wind 5.0 90 < th dose independent rect. 5 4
122 24.38 wind 9.0 1440 < th dose independent rect. 6 4
123 24.38 wind 1.0 30 > th dose independent rect. 9 10
124 24.38 precipitation 0.1 10 < th dose independent rect. 19 14
128 24.38 precipitation 0.1 10 < th dose dependent rect. 19 14
134 24.39 atmosphere 1015.0 90 < th dose independent rect. 9 20
138 24.40 atmosphere 995.0 270 > th dose independent rect. 9 18
139 24.40 temperature 10.0 270 > th dose dependent rect. 21 6
142 24.41 humidity 60.0 90 > th dose independent rect. 5 4
143 24.41 atmosphere 1015.0 90 < th dose independent rect. 21 8
146 24.42 temperature 15.0 4320 > th dose independent rect. 7 3
148 24.42 precipitation 0.1 90 < th dose independent rect. 5 4
149 24.42 temperature 10.0 43200 > th dose independent rect. 10 8
151 24.42 precipitation 0.1 90 < th dose dependent rect. 5 4
156 24.43 temperature 10.0 90 > th dose independent rect. 5 4
159 24.43 atmosphere 995.0 90 > th dose independent rect. 5 4
160 24.43 atmosphere 1015.0 90 < th dose independent rect. 5 4
163 24.43 wind 9.0 10 < th dose independent rect. 9 10
169 24.43 humidity 50.0 90 > th dose dependent rect. 5 16
173 24.44 radiation 1.0 90 < th dose independent rect. 21 9
174 24.44 wind 9.0 90 < th dose independent rect. 5 16
179 24.44 radiation 1.0 90 < th dose dependent rect. 21 9
180 24.45 wind 7.0 270 < th dose independent rect. 16 16
181 24.45 wind 9.0 270 < th dose independent rect. 3 18
185 24.46 wind 9.0 4320 < th dose independent rect. 8 2
188 24.46 atmosphere 995.0 10 > th dose independent rect. 9 21
189 24.46 humidity 60.0 90 > th dose dependent rect. 5 8
190 24.46 atmosphere 1015.0 10 < th dose dependent rect. 9 10
193 24.47 humidity 50.0 14400 > th dose independent rect. 6 3
199 24.48 atmosphere 1015.0 270 < th dose independent rect. 21 6
209 24.49 atmosphere 995.0 1440 > th dose independent rect. 6 4
210 24.49 atmosphere 1015.0 1440 < th dose independent rect. 6 4
211 24.49 radiation 1.0 90 > th dose independent rect. 4 5
223 24.49 temperature 10.0 1440 > th dose independent rect. 10 20
230 24.50 wind 5.0 10 < th dose independent rect. 6 3
235 24.50 radiation 40.0 90 < th dose independent rect. 5 19
248 24.51 wind 9.0 90 < th dose dependent rect. 5 4
282 24.53 wind 1.0 90 > th dose independent rect. 5 4
284 24.53 temperature 20.0 270 > th dose independent rect. 22 5
285 24.53 radiation 1.0 270 < th dose independent rect. 4 17
290 24.53 temperature 20.0 90 > th dose dependent rect. 17 15
291 24.54 atmosphere 1000.0 270 > th dose independent rect. 22 5
293 24.54 precipitation 0.1 270 < th dose independent rect. 9 18
295 24.54 precipitation 0.1 270 < th dose dependent rect. 9 18
299 24.55 wind 9.0 90 < th dose independent rect. 21 8
300 24.55 precipitation 0.1 90 < th dose independent rect. 21 8
312 24.55 precipitation 0.1 90 < th dose dependent rect. 21 8
315 24.56 temperature 10.0 10 > th dose independent rect. 6 3
317 24.56 temperature 30.0 10 < th dose independent rect. 6 3
318 24.56 humidity 50.0 10 > th dose independent rect. 6 3
320 24.56 atmosphere 995.0 10 > th dose independent rect. 6 3
321 24.56 atmosphere 1015.0 10 < th dose independent rect. 6 3
322 24.56 precipitation 0.1 10 < th dose independent rect. 6 3
323 24.56 temperature 10.0 90 > th dose independent rect. 21 8
324 24.56 temperature 30.0 90 < th dose independent rect. 21 8
325 24.56 humidity 50.0 90 > th dose independent rect. 21 8
328 24.56 atmosphere 995.0 90 > th dose independent rect. 21 8
339 24.56 temperature 10.0 90 > th dose independent rect. 5 16
340 24.56 atmosphere 1015.0 90 < th dose independent rect. 5 16
342 24.56 precipitation 0.1 10 < th dose dependent rect. 6 3
350 24.57 temperature 20.0 10 > th dose independent rect. 22 8
356 24.57 wind 9.0 90 < th dose independent rect. 9 20
359 24.57 wind 9.0 10 < th dose dependent rect. 6 3
362 24.57 radiation 1.0 30 > th dose dependent rect. 18 15
372 24.58 radiation 1.0 30 > th dose dependent rect. 5 4
388 24.58 humidity 80.0 270 > th dose dependent rect. 4 17
395 24.59 radiation 40.0 10 < th dose independent rect. 6 16
396 24.59 temperature 20.0 270 > th dose independent rect. 21 19
398 24.59 temperature 20.0 30 > th dose independent rect. 22 21
421 24.60 radiation 1.0 270 < th dose dependent rect. 4 16
424 24.61 precipitation 0.1 270 < th dose independent rect. 21 6
427 24.61 radiation 30.0 90 < th dose independent rect. 18 17
432 24.61 precipitation 0.1 270 < th dose dependent rect. 21 6
433 24.61 humidity 50.0 270 > th dose dependent rect. 3 8
443 24.62 radiation 40.0 10 < th dose independent rect. 6 3
447 24.62 temperature 10.0 270 > th dose independent rect. 21 6
448 24.62 temperature 30.0 270 < th dose independent rect. 21 6
449 24.62 humidity 50.0 270 > th dose independent rect. 21 6
453 24.62 radiation 1.0 270 < th dose independent rect. 21 6
465 24.62 temperature 10.0 270 > th dose independent rect. 3 18
474 24.62 radiation 1.0 270 < th dose dependent rect. 21 6
484 24.63 radiation 20.0 4320 < th dose independent rect. 1 5
485 24.63 temperature 30.0 270 < th dose independent rect. 3 6
489 24.63 temperature 25.0 270 > th dose independent rect. 15 15
495 24.63 temperature 10.0 10 > th dose dependent rect. 6 3
496 24.63 temperature 10.0 90 > th dose dependent rect. 5 4
507 24.64 wind 9.0 270 < th dose independent rect. 21 6
523 24.64 temperature 20.0 270 > th dose independent rect. 22 17
538 24.65 wind 5.0 270 < th dose independent rect. 3 5
548 24.65 humidity 50.0 90 > th dose independent rect. 5 16
619 24.67 wind 1.0 10 > th dose independent rect. 6 3
622 24.67 humidity 90.0 14400 < th dose independent rect. 1 6
632 24.67 temperature 20.0 270 > th dose dependent sin 15 NA
633 24.67 radiation 1.0 90 < th dose dependent sin 8 NA
635 24.67 humidity 50.0 90 > th dose dependent rect. 5 4
654 24.68 radiation 40.0 90 < th dose independent rect. 5 16
655 24.68 humidity 90.0 270 > th dose independent rect. 4 17
663 24.68 humidity 50.0 270 > th dose dependent rect. 3 10
677 24.69 radiation 1.0 90 < th dose independent rect. 21 13
682 24.69 temperature 20.0 90 > th dose dependent sin 13 NA
685 24.69 radiation 10.0 10 < th dose dependent rect. 22 8
687 24.69 humidity 50.0 10 > th dose dependent rect. 6 16
716 24.70 temperature 10.0 10 > th dose dependent rect. 22 21
720 24.71 temperature 10.0 270 > th dose independent rect. 3 6
722 24.71 humidity 50.0 270 > th dose independent rect. 3 6
723 24.71 atmosphere 995.0 270 > th dose independent rect. 3 6
724 24.71 atmosphere 1015.0 270 < th dose independent rect. 3 6
725 24.71 precipitation 0.1 270 < th dose independent rect. 3 6
736 24.71 wind 1.0 270 > th dose independent rect. 3 18
745 24.71 precipitation 0.1 270 < th dose dependent rect. 3 6
757 24.71 radiation 40.0 270 < th dose dependent rect. 3 19
786 24.72 radiation 40.0 90 < th dose dependent rect. 5 19
787 24.73 wind 1.0 270 > th dose independent rect. 3 5
799 24.73 humidity 50.0 270 > th dose dependent rect. 3 6
807 24.73 radiation 40.0 270 < th dose dependent rect. 16 16
818 24.74 wind 9.0 10 < th dose independent rect. 9 21
837 24.75 temperature 10.0 1440 > th dose independent rect. 10 10
840 24.75 temperature 10.0 1440 > th dose independent rect. 20 14
843 24.75 atmosphere 995.0 1440 > th dose independent rect. 20 14
845 24.75 wind 1.0 270 > th dose independent rect. 16 16
853 24.75 temperature 30.0 90 < th dose dependent rect. 5 7
859 24.75 humidity 60.0 90 > th dose dependent rect. 5 10
868 24.76 wind 5.0 270 < th dose independent rect. 5 1
879 24.76 temperature 20.0 10 > th dose dependent sin 13 NA
889 24.77 temperature 25.0 270 > th dose independent sin 14 NA
911 24.77 wind 1.0 30 > th dose independent rect. 23 23
912 24.77 precipitation 0.1 270 < th dose independent rect. 6 23
916 24.77 atmosphere 1000.0 270 > th dose dependent rect. 3 6
923 24.77 humidity 60.0 90 > th dose dependent rect. 5 19
925 24.77 precipitation 0.1 270 < th dose dependent rect. 6 23
926 24.78 radiation 1.0 90 > th dose independent sin 9 NA
933 24.78 humidity 70.0 90 > th dose independent rect. 5 6
941 24.78 atmosphere 1015.0 270 < th dose independent rect. 3 18
971 24.79 wind 9.0 90 < th dose dependent rect. 21 8
981 24.80 radiation 1.0 90 < th dose independent sin 8 NA
989 24.80 atmosphere 1015.0 10 < th dose independent rect. 22 8