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Os05g0401000

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

Description : Lipolytic enzyme, G-D-S-L family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.18 (0.0255) R2 : 0.00794
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.102 (0.0536) R2dN8 : 0.0102 R2N8 : 0.00794
σ : 0.48
deviance : 105.67
__
_____
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 = radiation, 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
89.71 0.445 9.17 0.0975 0.301 0.512 -0.267 0.417 0.114 14 12.58 14 -- --
90.47 0.443 9.16 0.084 0.285 0.511 -0.665 -- 0.131 13.6 13.69 13 -- --
89.88 0.442 9.18 0.0927 0.3 0.502 -- 0.585 0.111 14.2 12.54 12 -- --
91.86 0.446 9.17 0.074 0.291 0.507 -- -- 0.11 14.1 12.5 12 -- --
92.44 0.45 9.18 0.0779 -- 0.323 -- 0.661 0.105 -- 12.54 12 -- --
98.09 0.464 9.18 0.061 0.282 -- 0.825 -- 0.107 22.5 -- -- -- --
100.85 0.47 9.18 0.0288 0.281 -- -- -- 0.106 22.2 -- -- -- --
94.38 0.452 9.18 0.0705 -- 0.331 -- -- 0.103 -- 12.61 12 -- --
92.01 0.447 9.17 -- 0.292 0.509 -- -- 0.107 14.1 12.54 12 -- --
105.64 0.48 9.18 0.0328 -- -- -- -- 0.106 -- -- -- -- --
100.87 0.47 9.18 -- 0.281 -- -- -- 0.102 22.2 -- -- -- --
94.3 0.452 9.17 -- -- 0.355 -- -- 0.0971 -- 15.76 12 -- --
105.67 0.48 9.18 -- -- -- -- -- 0.102 -- -- -- -- --

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 85.03 radiation 1.0 270 < th dose dependent rect. 5 22
2 85.22 temperature 15.0 90 > th dose independent rect. 3 18
5 85.40 radiation 1.0 270 < th dose dependent rect. 8 18
8 85.51 radiation 20.0 90 < th dose independent rect. 3 6
9 85.58 radiation 1.0 270 < th dose independent rect. 8 18
18 85.81 radiation 10.0 10 < th dose independent rect. 3 20
20 85.83 radiation 10.0 10 < th dose independent rect. 3 18
21 85.86 temperature 15.0 270 > th dose independent rect. 2 16
23 85.91 radiation 40.0 270 < th dose independent rect. 13 17
29 86.18 radiation 40.0 270 < th dose independent rect. 12 19
31 86.22 radiation 40.0 90 < th dose dependent rect. 3 6
40 86.33 radiation 1.0 270 < th dose dependent rect. 15 11
47 86.44 precipitation 0.1 90 < th dose independent rect. 3 18
49 86.44 precipitation 0.1 90 < th dose dependent rect. 3 18
51 86.47 temperature 10.0 90 > th dose dependent rect. 3 4
52 86.48 radiation 1.0 270 < th dose independent rect. 16 10
57 86.57 precipitation 0.1 90 < th dose independent rect. 21 6
58 86.57 precipitation 0.1 90 < th dose dependent rect. 21 6
62 86.59 wind 7.0 90 < th dose independent rect. 15 16
68 86.62 wind 1.0 270 > th dose independent rect. 19 7
74 86.64 temperature 15.0 90 > th dose independent rect. 15 16
76 86.65 wind 9.0 90 < th dose independent rect. 3 18
77 86.65 atmosphere 995.0 90 > th dose dependent rect. 3 5
84 86.71 humidity 50.0 90 > th dose dependent rect. 3 6
88 86.75 temperature 10.0 90 > th dose independent rect. 21 6
89 86.75 temperature 30.0 90 < th dose independent rect. 21 6
90 86.75 humidity 50.0 90 > th dose independent rect. 21 6
93 86.75 atmosphere 995.0 90 > th dose independent rect. 21 6
94 86.75 radiation 1.0 90 < th dose independent rect. 21 6
100 86.75 atmosphere 1015.0 90 < th dose independent rect. 3 18
101 86.75 radiation 1.0 90 < th dose dependent rect. 21 6
107 86.77 wind 9.0 90 < th dose independent rect. 21 6
109 86.78 temperature 10.0 270 > th dose dependent rect. 3 1
111 86.81 radiation 10.0 10 < th dose independent rect. 3 23
122 86.91 radiation 40.0 10 < th dose dependent rect. 13 19
126 86.95 precipitation 0.1 90 < th dose independent rect. 3 5
127 86.95 temperature 30.0 90 < th dose independent rect. 3 6
128 86.95 radiation 1.0 90 > th dose independent rect. 7 8
129 86.95 precipitation 0.1 90 < th dose independent rect. 7 8
132 86.95 precipitation 0.1 90 < th dose dependent rect. 3 5
133 86.95 precipitation 0.1 90 < th dose dependent rect. 7 8
135 86.95 radiation 40.0 90 < th dose dependent rect. 13 20
136 86.96 temperature 15.0 270 > th dose independent rect. 13 18
138 86.97 wind 1.0 90 > th dose independent rect. 7 8
144 87.00 atmosphere 995.0 270 > th dose dependent rect. 3 2
148 87.02 wind 7.0 90 < th dose independent rect. 3 5
152 87.03 temperature 10.0 90 > th dose independent rect. 3 5
155 87.03 humidity 50.0 90 > th dose independent rect. 3 5
157 87.03 atmosphere 995.0 90 > th dose independent rect. 3 5
158 87.03 atmosphere 1015.0 90 < th dose independent rect. 3 5
160 87.03 temperature 10.0 90 > th dose independent rect. 8 19
162 87.04 wind 9.0 90 < th dose dependent rect. 3 6
164 87.05 precipitation 0.1 270 < th dose independent rect. 2 16
166 87.05 precipitation 0.1 270 < th dose dependent rect. 2 16
174 87.06 temperature 10.0 90 > th dose independent rect. 7 8
175 87.06 atmosphere 1015.0 90 < th dose independent rect. 7 8
179 87.07 atmosphere 995.0 90 > th dose independent rect. 3 18
180 87.08 radiation 40.0 90 < th dose independent rect. 15 16
187 87.11 radiation 1.0 270 < th dose dependent rect. 3 2
191 87.12 humidity 50.0 270 > th dose dependent rect. 3 1
207 87.19 radiation 1.0 270 < th dose independent rect. 3 2
219 87.19 wind 9.0 90 < th dose independent rect. 8 19
221 87.19 temperature 10.0 90 > th dose dependent rect. 15 16
222 87.20 wind 7.0 270 < th dose independent rect. 3 1
228 87.21 atmosphere 995.0 90 > th dose independent rect. 15 16
229 87.21 precipitation 0.1 90 < th dose independent rect. 15 16
234 87.21 precipitation 0.1 90 < th dose dependent rect. 15 16
235 87.22 wind 9.0 270 < th dose independent rect. 2 16
240 87.23 temperature 10.0 270 > th dose independent rect. 3 1
242 87.23 temperature 30.0 270 < th dose independent rect. 3 1
243 87.23 humidity 50.0 270 > th dose independent rect. 3 1
246 87.23 atmosphere 995.0 270 > th dose independent rect. 3 1
247 87.23 atmosphere 1010.0 270 < th dose independent rect. 3 1
255 87.23 temperature 10.0 270 > th dose independent rect. 4 23
276 87.24 humidity 50.0 90 > th dose dependent rect. 21 6
279 87.26 precipitation 0.1 270 < th dose independent rect. 18 8
282 87.26 precipitation 0.1 270 < th dose dependent rect. 18 8
283 87.27 precipitation 0.1 270 < th dose independent rect. 3 1
284 87.27 temperature 10.0 270 > th dose independent rect. 18 8
285 87.27 humidity 50.0 270 > th dose independent rect. 18 8
286 87.27 radiation 20.0 270 < th dose independent rect. 18 8
290 87.27 atmosphere 1015.0 270 < th dose independent rect. 2 16
292 87.27 precipitation 0.1 270 < th dose dependent rect. 3 1
293 87.27 radiation 20.0 270 < th dose dependent rect. 18 8
297 87.28 wind 9.0 270 < th dose independent rect. 18 8
302 87.29 wind 1.0 270 > th dose independent rect. 7 18
311 87.31 atmosphere 995.0 90 > th dose independent rect. 7 8
312 87.31 atmosphere 995.0 270 > th dose independent rect. 18 8
317 87.32 humidity 80.0 10 > th dose independent rect. 3 7
323 87.33 temperature 15.0 270 > th dose independent rect. 11 20
325 87.34 radiation 20.0 10 < th dose independent rect. 13 19
326 87.35 atmosphere 1005.0 90 > th dose independent rect. 3 5
335 87.38 wind 7.0 270 < th dose independent rect. 13 18
337 87.38 radiation 20.0 10 < th dose dependent rect. 3 18
338 87.39 wind 1.0 270 > th dose independent rect. 3 1
342 87.39 atmosphere 995.0 90 > th dose dependent rect. 21 6
346 87.40 temperature 15.0 270 > th dose independent rect. 24 21
348 87.41 temperature 10.0 270 > th dose independent rect. 7 6
349 87.41 atmosphere 995.0 270 > th dose independent rect. 7 6
350 87.41 atmosphere 1015.0 270 < th dose independent rect. 7 6
366 87.44 precipitation 0.1 270 < th dose independent rect. 7 6
368 87.44 precipitation 0.1 270 < th dose dependent rect. 7 6
369 87.44 humidity 50.0 270 > th dose dependent rect. 24 7
380 87.45 wind 9.0 270 < th dose independent rect. 5 22
381 87.46 temperature 25.0 270 < th dose independent rect. 24 7
391 87.48 atmosphere 1005.0 270 > th dose independent rect. 3 2
397 87.49 radiation 10.0 270 < th dose independent rect. 1 6
426 87.51 humidity 60.0 270 > th dose independent rect. 7 4
444 87.52 precipitation 0.1 10 < th dose independent rect. 8 19
450 87.52 precipitation 0.1 10 < th dose dependent rect. 8 19
451 87.53 humidity 60.0 270 > th dose independent rect. 7 6
461 87.54 temperature 30.0 270 < th dose independent rect. 19 7
480 87.55 wind 7.0 270 < th dose independent rect. 24 7
494 87.56 wind 9.0 90 < th dose independent rect. 7 8
499 87.57 wind 9.0 270 < th dose independent rect. 7 6
501 87.57 temperature 15.0 270 > th dose independent rect. 24 7
507 87.57 wind 9.0 90 < th dose dependent rect. 3 18
510 87.58 humidity 50.0 270 > th dose independent rect. 24 7
512 87.58 atmosphere 995.0 270 > th dose independent rect. 24 7
513 87.58 atmosphere 1015.0 270 < th dose independent rect. 24 7
515 87.58 radiation 30.0 270 < th dose independent rect. 24 7
517 87.58 precipitation 0.1 270 < th dose independent rect. 24 7
519 87.58 temperature 10.0 270 > th dose independent rect. 7 17
520 87.58 precipitation 0.1 270 < th dose dependent rect. 24 7
535 87.59 radiation 20.0 10 < th dose dependent rect. 3 20
541 87.60 radiation 20.0 10 < th dose dependent rect. 3 23
560 87.63 precipitation 0.1 90 < th dose independent rect. 8 19
563 87.63 precipitation 0.1 90 < th dose dependent rect. 8 19
580 87.65 precipitation 0.1 270 < th dose independent rect. 13 18
585 87.65 precipitation 0.1 270 < th dose dependent rect. 13 18
590 87.66 atmosphere 995.0 270 > th dose independent rect. 2 16
591 87.66 wind 9.0 270 < th dose independent rect. 7 17
608 87.69 radiation 40.0 270 < th dose dependent rect. 1 6
665 87.78 wind 9.0 270 < th dose dependent rect. 3 1
671 87.79 humidity 50.0 90 > th dose dependent rect. 19 8
701 87.83 precipitation 0.1 270 < th dose independent rect. 7 17
713 87.83 precipitation 0.1 270 < th dose dependent rect. 7 17
719 87.84 temperature 10.0 270 > th dose dependent rect. 1 6
722 87.85 atmosphere 1015.0 90 < th dose independent rect. 15 16
737 87.87 atmosphere 995.0 270 > th dose independent rect. 13 18
749 87.89 temperature 15.0 1440 > th dose independent rect. 9 7
773 87.90 wind 1.0 270 > th dose independent rect. 7 6
793 87.94 wind 9.0 90 < th dose dependent rect. 3 16
804 87.97 radiation 10.0 10 < th dose independent rect. 6 15
829 88.01 radiation 40.0 90 < th dose dependent rect. 15 18
833 88.02 temperature 25.0 30 > th dose independent rect. 16 15
848 88.05 precipitation 0.1 270 < th dose independent rect. 5 22
854 88.05 precipitation 0.1 270 < th dose dependent rect. 5 22
859 88.07 wind 1.0 90 > th dose independent rect. 21 6
869 88.08 temperature 10.0 270 > th dose independent rect. 7 4
870 88.08 atmosphere 995.0 270 > th dose independent rect. 7 4
871 88.08 atmosphere 1015.0 270 < th dose independent rect. 7 4
885 88.08 atmosphere 1015.0 270 < th dose independent rect. 13 18
896 88.09 wind 9.0 90 < th dose dependent rect. 21 6
900 88.10 precipitation 0.1 270 < th dose independent rect. 7 4
905 88.10 precipitation 0.1 270 < th dose dependent rect. 7 4
917 88.13 wind 9.0 270 < th dose independent rect. 11 20
930 88.15 wind 1.0 270 > th dose independent rect. 1 6
938 88.16 radiation 10.0 10 < th dose independent sin 0 NA
939 88.16 wind 9.0 270 < th dose independent rect. 7 4
943 88.16 radiation 40.0 90 < th dose dependent rect. 3 18
944 88.17 wind 7.0 10 < th dose independent rect. 15 17
961 88.20 radiation 1.0 270 > th dose independent rect. 7 6
968 88.20 temperature 10.0 270 > th dose dependent rect. 13 18