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Os01g0147200

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

Description : IWS1, C-terminal family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.9 (0.0108) R2 : 0.0151
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.06 (0.0227) R2dN8 : 0.0195 R2N8 : 0.0151
σ : 0.203
deviance : 18.89
__
_____
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
10.11 0.149 11.9 0.0998 0.193 0.165 -0.393 0.288 -0.0501 8.83 0.34 45 -- --
10.33 0.15 11.9 0.0778 0.183 0.181 -0.135 -- -0.0584 8.38 0.3145 37 -- --
10.46 0.151 11.9 0.0605 0.158 0.21 -- 0.166 -0.0657 8.08 0.2567 44 -- --
10.36 0.15 11.9 0.0817 0.17 0.187 -- -- -0.0586 8.51 0.3117 44 -- --
11.62 0.159 11.9 0.0682 -- 0.237 -- 0.161 -0.047 -- 0.2984 43 -- --
11.01 0.156 11.9 0.0959 0.354 -- -0.018 -- -0.0487 10.4 -- -- -- --
11.01 0.155 11.9 0.0952 0.354 -- -- -- -0.0488 10.4 -- -- -- --
11.48 0.158 11.9 0.0691 -- 0.257 -- -- -0.0414 -- 0.2999 39 -- --
10.53 0.151 11.9 -- 0.174 0.187 -- -- -0.0605 8.44 0.3196 44 -- --
18.68 0.202 11.9 0.0893 -- -- -- -- -0.0501 -- -- -- -- --
11.25 0.157 11.9 -- 0.353 -- -- -- -0.0594 10.4 -- -- -- --
11.63 0.159 11.9 -- -- 0.258 -- -- -0.0582 -- 0.2914 37 -- --
18.89 0.203 11.9 -- -- -- -- -- -0.06 -- -- -- -- --

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 8.55 temperature 10.0 720 > th dose dependent rect. 4 3
20 9.16 temperature 20.0 720 > th dose independent rect. 5 1
30 9.31 atmosphere 1015.0 720 < th dose independent rect. 7 14
33 9.32 radiation 20.0 720 < th dose independent rect. 21 10
38 9.34 wind 7.0 720 < th dose independent rect. 16 3
42 9.38 radiation 40.0 720 < th dose independent rect. 19 14
44 9.40 temperature 10.0 720 > th dose independent rect. 9 10
45 9.40 atmosphere 1015.0 720 < th dose independent rect. 9 10
46 9.40 temperature 10.0 720 > th dose independent rect. 19 14
47 9.40 humidity 50.0 720 > th dose independent rect. 19 14
48 9.40 atmosphere 995.0 720 > th dose independent rect. 19 14
49 9.41 temperature 10.0 720 > th dose independent rect. 19 5
50 9.41 temperature 30.0 720 < th dose independent rect. 19 5
51 9.41 humidity 50.0 720 > th dose independent rect. 19 5
52 9.41 atmosphere 995.0 720 > th dose independent rect. 19 5
53 9.41 radiation 1.0 720 < th dose independent rect. 19 5
59 9.41 humidity 70.0 720 > th dose independent rect. 21 10
60 9.41 temperature 10.0 720 > th dose independent rect. 24 19
62 9.41 radiation 1.0 720 < th dose dependent rect. 19 5
67 9.41 radiation 1.0 720 < th dose dependent rect. 17 7
68 9.42 temperature 10.0 720 > th dose independent rect. 21 10
69 9.42 temperature 30.0 720 < th dose independent rect. 21 10
70 9.42 humidity 50.0 720 > th dose independent rect. 21 10
72 9.42 atmosphere 995.0 720 > th dose independent rect. 21 10
75 9.42 temperature 10.0 720 > th dose independent rect. 7 14
78 9.43 temperature 10.0 720 > th dose independent rect. 7 5
79 9.43 humidity 70.0 720 > th dose independent rect. 19 5
80 9.43 atmosphere 995.0 720 > th dose independent rect. 7 5
81 9.43 atmosphere 1015.0 720 < th dose independent rect. 7 5
83 9.43 wind 9.0 720 < th dose independent rect. 19 14
84 9.43 temperature 10.0 720 > th dose independent rect. 12 19
85 9.44 wind 9.0 720 < th dose independent rect. 19 5
86 9.44 radiation 1.0 720 < th dose independent rect. 17 7
87 9.44 wind 9.0 720 < th dose independent rect. 21 10
92 9.45 precipitation 0.1 720 < th dose independent rect. 7 5
93 9.45 wind 7.0 90 < th dose independent rect. 5 12
95 9.45 precipitation 0.1 720 < th dose dependent rect. 7 5
98 9.46 radiation 20.0 14400 < th dose independent rect. 1 5
102 9.48 radiation 20.0 720 < th dose independent rect. 4 3
104 9.48 precipitation 0.1 720 < th dose independent rect. 19 5
105 9.48 wind 7.0 270 < th dose independent rect. 3 12
109 9.48 precipitation 0.1 720 < th dose dependent rect. 19 5
113 9.49 humidity 50.0 720 > th dose independent rect. 7 5
116 9.51 radiation 20.0 270 < th dose independent rect. 19 12
118 9.52 atmosphere 1005.0 270 > th dose independent rect. 24 2
120 9.52 precipitation 0.1 720 < th dose independent rect. 21 10
121 9.52 atmosphere 1015.0 30 < th dose independent rect. 9 20
123 9.52 temperature 30.0 720 < th dose dependent rect. 24 10
124 9.52 precipitation 0.1 720 < th dose dependent rect. 21 10
125 9.52 temperature 10.0 90 > th dose dependent rect. 5 12
126 9.53 wind 9.0 270 < th dose independent rect. 19 12
127 9.53 temperature 10.0 270 > th dose independent rect. 7 12
128 9.53 temperature 10.0 270 > th dose independent rect. 19 12
129 9.53 temperature 30.0 270 < th dose independent rect. 19 12
130 9.53 humidity 50.0 270 > th dose independent rect. 19 12
131 9.53 atmosphere 995.0 270 > th dose independent rect. 19 12
132 9.53 atmosphere 1015.0 270 < th dose independent rect. 7 12
135 9.54 radiation 30.0 720 < th dose independent rect. 16 3
144 9.55 wind 9.0 720 < th dose independent rect. 7 5
145 9.55 atmosphere 1005.0 90 > th dose independent rect. 24 5
147 9.55 temperature 10.0 1440 > th dose independent rect. 10 20
151 9.56 wind 1.0 720 > th dose independent rect. 16 3
152 9.56 precipitation 0.1 720 < th dose independent rect. 4 3
153 9.56 precipitation 0.1 720 < th dose dependent rect. 4 3
155 9.57 humidity 70.0 720 > th dose independent rect. 4 3
157 9.57 temperature 30.0 720 < th dose independent rect. 24 10
158 9.57 precipitation 0.1 270 < th dose independent rect. 7 12
162 9.57 atmosphere 995.0 90 > th dose dependent rect. 24 5
166 9.57 temperature 10.0 270 > th dose dependent rect. 3 12
167 9.57 precipitation 0.1 270 < th dose dependent rect. 7 12
169 9.58 wind 9.0 720 < th dose independent rect. 4 3
171 9.58 temperature 10.0 720 > th dose independent rect. 16 3
172 9.58 temperature 30.0 720 < th dose independent rect. 4 3
173 9.58 humidity 50.0 720 > th dose independent rect. 4 3
175 9.58 atmosphere 995.0 720 > th dose independent rect. 4 3
176 9.58 atmosphere 1015.0 720 < th dose independent rect. 4 3
177 9.58 atmosphere 1015.0 720 < th dose independent rect. 16 3
184 9.58 atmosphere 1015.0 720 < th dose independent rect. 3 13
186 9.58 temperature 10.0 720 > th dose independent rect. 7 21
187 9.58 temperature 10.0 720 > th dose independent rect. 19 21
188 9.58 atmosphere 995.0 270 > th dose dependent rect. 24 2
194 9.59 precipitation 0.1 720 < th dose independent rect. 16 3
196 9.59 humidity 50.0 720 > th dose independent rect. 24 10
197 9.59 radiation 10.0 720 < th dose independent rect. 17 10
198 9.59 wind 9.0 720 < th dose independent rect. 16 11
200 9.59 temperature 15.0 90 > th dose independent rect. 5 12
201 9.59 atmosphere 1015.0 90 < th dose independent rect. 17 12
202 9.59 atmosphere 1015.0 270 < th dose independent rect. 23 13
203 9.59 radiation 40.0 720 < th dose independent rect. 15 13
204 9.59 atmosphere 1015.0 270 < th dose independent rect. 7 21
207 9.59 precipitation 0.1 720 < th dose dependent rect. 16 3
212 9.60 radiation 10.0 720 < th dose independent rect. 5 1
214 9.60 temperature 10.0 720 > th dose independent rect. 12 10
215 9.60 temperature 10.0 720 > th dose independent rect. 24 10
216 9.60 atmosphere 995.0 720 > th dose independent rect. 24 10
218 9.60 precipitation 0.1 270 < th dose independent rect. 19 12
219 9.60 temperature 10.0 720 > th dose independent rect. 10 14
220 9.60 temperature 10.0 720 > th dose independent rect. 22 14
221 9.60 atmosphere 995.0 720 > th dose independent rect. 22 14
223 9.60 temperature 30.0 30 < th dose independent rect. 9 20
226 9.60 radiation 30.0 1440 < th dose dependent rect. 1 4
229 9.60 radiation 40.0 720 < th dose dependent rect. 21 10
230 9.60 precipitation 0.1 270 < th dose dependent rect. 19 12
231 9.61 temperature 25.0 270 < th dose independent rect. 7 6
233 9.61 wind 9.0 720 < th dose independent rect. 24 10
236 9.61 precipitation 0.1 720 < th dose independent rect. 4 11
237 9.61 atmosphere 995.0 270 > th dose independent rect. 7 12
239 9.61 wind 9.0 720 < th dose independent rect. 15 13
240 9.61 precipitation 0.1 720 < th dose independent rect. 24 19
241 9.61 wind 9.0 720 < th dose independent rect. 19 21
244 9.61 precipitation 0.1 720 < th dose dependent rect. 4 11
245 9.61 precipitation 0.1 720 < th dose dependent rect. 24 19
247 9.62 temperature 25.0 270 < th dose independent rect. 7 4
248 9.62 radiation 30.0 720 < th dose independent rect. 16 11
249 9.62 wind 5.0 90 < th dose independent rect. 17 12
256 9.62 temperature 10.0 30 > th dose dependent rect. 5 4
263 9.63 precipitation 0.1 720 < th dose independent rect. 12 19
267 9.63 precipitation 0.1 720 < th dose dependent rect. 12 19
272 9.64 wind 1.0 720 > th dose independent rect. 7 5
273 9.64 radiation 10.0 90 < th dose independent rect. 17 12
275 9.64 wind 9.0 720 < th dose independent rect. 24 19
283 9.65 temperature 10.0 1440 > th dose independent rect. 1 5
286 9.65 temperature 30.0 1440 < th dose independent rect. 1 5
290 9.65 humidity 50.0 1440 > th dose independent rect. 1 5
299 9.65 atmosphere 995.0 1440 > th dose independent rect. 1 5
301 9.65 radiation 20.0 1440 < th dose independent rect. 1 5
318 9.65 temperature 10.0 720 > th dose independent rect. 4 11
319 9.65 atmosphere 1015.0 720 < th dose independent rect. 4 11
321 9.65 temperature 10.0 720 > th dose independent rect. 15 13
323 9.65 temperature 15.0 90 > th dose independent rect. 5 19
324 9.65 temperature 10.0 1440 > th dose independent rect. 6 19
328 9.65 precipitation 0.1 720 < th dose independent rect. 19 21
336 9.65 radiation 20.0 90 < th dose dependent rect. 17 12
337 9.65 precipitation 0.1 720 < th dose dependent rect. 19 21
338 9.66 wind 5.0 270 < th dose independent rect. 24 2
346 9.66 temperature 10.0 720 > th dose independent rect. 16 11
352 9.66 temperature 10.0 720 > th dose independent rect. 3 13
357 9.66 temperature 25.0 270 < th dose independent rect. 16 14
360 9.66 wind 7.0 270 < th dose dependent rect. 24 2
363 9.66 temperature 30.0 720 < th dose dependent rect. 24 3
371 9.67 temperature 25.0 720 > th dose independent rect. 16 3
379 9.67 precipitation 0.1 720 < th dose independent rect. 9 10
380 9.67 temperature 20.0 720 > th dose independent rect. 4 11
383 9.67 atmosphere 995.0 90 > th dose independent rect. 17 12
387 9.67 precipitation 0.1 720 < th dose independent rect. 3 13
397 9.67 precipitation 0.1 720 < th dose dependent rect. 9 10
398 9.67 wind 9.0 90 < th dose dependent rect. 17 12
400 9.67 precipitation 0.1 720 < th dose dependent rect. 3 13
405 9.68 atmosphere 1015.0 720 < th dose independent rect. 15 6
411 9.68 humidity 50.0 720 > th dose independent rect. 22 14
415 9.68 wind 5.0 30 < th dose dependent rect. 24 5
428 9.69 wind 5.0 90 < th dose independent rect. 24 5
462 9.69 temperature 15.0 270 > th dose independent rect. 2 22
471 9.69 radiation 40.0 270 < th dose dependent rect. 19 13
476 9.70 atmosphere 1010.0 90 < th dose independent rect. 5 4
477 9.70 radiation 20.0 90 < th dose independent rect. 5 4
480 9.70 wind 9.0 720 < th dose independent rect. 9 10
498 9.71 atmosphere 995.0 720 > th dose independent rect. 16 3
499 9.71 humidity 70.0 30 > th dose independent rect. 5 4
504 9.71 atmosphere 1015.0 1440 < th dose independent rect. 1 5
514 9.71 temperature 10.0 90 > th dose independent rect. 17 12
515 9.71 atmosphere 1015.0 90 < th dose independent rect. 5 12
525 9.71 wind 9.0 90 < th dose independent rect. 5 19
527 9.71 atmosphere 995.0 30 > th dose independent rect. 9 20
530 9.71 temperature 30.0 720 < th dose dependent rect. 7 2
544 9.72 atmosphere 1015.0 720 < th dose independent rect. 3 6
547 9.72 wind 9.0 270 < th dose independent rect. 12 11
551 9.72 humidity 50.0 90 > th dose independent rect. 17 12
553 9.72 precipitation 0.1 90 < th dose independent rect. 5 12
556 9.72 wind 9.0 720 < th dose independent rect. 7 14
557 9.72 wind 9.0 720 < th dose independent rect. 12 19
561 9.72 radiation 40.0 720 < th dose dependent rect. 4 3
562 9.72 radiation 40.0 90 < th dose dependent rect. 5 4
571 9.72 temperature 30.0 270 < th dose dependent rect. 7 8
576 9.72 precipitation 0.1 90 < th dose dependent rect. 5 12
578 9.72 temperature 10.0 30 > th dose dependent rect. 5 19
582 9.73 wind 1.0 30 > th dose independent rect. 5 4
594 9.73 atmosphere 995.0 270 > th dose independent rect. 15 12
597 9.73 temperature 30.0 10 < th dose independent rect. 11 18
602 9.73 radiation 10.0 270 < th dose dependent rect. 5 1
624 9.74 wind 7.0 30 < th dose independent rect. 5 4
628 9.74 temperature 10.0 30 > th dose independent rect. 5 4
632 9.74 temperature 30.0 30 < th dose independent rect. 5 4
636 9.74 humidity 50.0 30 > th dose independent rect. 5 4
640 9.74 atmosphere 995.0 30 > th dose independent rect. 5 4
646 9.74 precipitation 0.1 30 < th dose independent rect. 5 4
648 9.74 wind 1.0 720 > th dose independent rect. 15 6
663 9.74 wind 1.0 10 > th dose independent rect. 21 12
664 9.74 wind 9.0 270 < th dose independent rect. 7 12
675 9.74 temperature 10.0 30 > th dose independent rect. 9 20
677 9.74 wind 9.0 270 < th dose independent rect. 2 22
680 9.74 temperature 10.0 270 > th dose dependent rect. 24 2
681 9.74 precipitation 0.1 30 < th dose dependent rect. 5 4
682 9.74 temperature 10.0 90 > th dose dependent rect. 24 5
694 9.75 wind 1.0 270 > th dose independent rect. 4 2
708 9.75 radiation 1.0 1440 < th dose independent rect. 1 4
722 9.75 radiation 40.0 720 < th dose independent rect. 15 6
724 9.75 wind 1.0 270 > th dose independent rect. 7 12
728 9.75 precipitation 0.1 720 < th dose independent rect. 10 14
737 9.75 precipitation 0.1 90 < th dose independent rect. 5 19
743 9.75 humidity 50.0 720 > th dose dependent rect. 21 1
744 9.75 wind 9.0 720 < th dose dependent rect. 17 2
764 9.75 precipitation 0.1 720 < th dose dependent rect. 10 14
765 9.75 precipitation 0.1 90 < th dose dependent rect. 5 19
776 9.76 temperature 15.0 720 > th dose independent rect. 11 5
777 9.76 temperature 10.0 90 > th dose independent rect. 24 5
778 9.76 temperature 30.0 90 < th dose independent rect. 24 5
779 9.76 humidity 50.0 90 > th dose independent rect. 24 5
784 9.76 atmosphere 1010.0 90 < th dose independent rect. 24 5
786 9.76 radiation 1.0 90 < th dose independent rect. 24 5
796 9.76 humidity 50.0 270 > th dose independent rect. 3 12
803 9.76 wind 9.0 720 < th dose independent rect. 7 21
809 9.76 wind 9.0 90 < th dose dependent rect. 5 4
812 9.76 humidity 50.0 90 > th dose dependent rect. 5 4
814 9.76 radiation 1.0 90 < th dose dependent rect. 24 5
829 9.77 wind 1.0 720 > th dose independent rect. 19 5
831 9.77 precipitation 0.1 90 < th dose independent rect. 24 5
835 9.77 precipitation 0.1 720 < th dose independent rect. 12 10
842 9.77 precipitation 0.1 270 < th dose independent rect. 23 13
846 9.77 atmosphere 1015.0 30 < th dose independent rect. 11 18
847 9.77 precipitation 0.1 720 < th dose independent rect. 21 18
849 9.77 precipitation 0.1 30 < th dose independent rect. 9 20
858 9.77 precipitation 0.1 90 < th dose dependent rect. 24 5
862 9.77 precipitation 0.1 720 < th dose dependent rect. 12 10
866 9.77 precipitation 0.1 270 < th dose dependent rect. 23 13
867 9.77 precipitation 0.1 720 < th dose dependent rect. 21 18
869 9.77 precipitation 0.1 30 < th dose dependent rect. 9 20
884 9.78 precipitation 0.1 720 < th dose independent rect. 24 10
890 9.78 precipitation 0.1 270 < th dose independent rect. 15 12
895 9.78 wind 9.0 720 < th dose independent rect. 16 19
896 9.78 atmosphere 995.0 720 > th dose independent rect. 24 19
897 9.78 atmosphere 995.0 270 > th dose independent rect. 7 21
898 9.78 humidity 60.0 270 > th dose dependent rect. 5 1
908 9.78 radiation 1.0 720 < th dose dependent rect. 23 8
911 9.78 precipitation 0.1 720 < th dose dependent rect. 24 10
914 9.78 wind 9.0 270 < th dose dependent rect. 15 12
915 9.78 precipitation 0.1 270 < th dose dependent rect. 15 12
919 9.79 temperature 10.0 270 > th dose independent rect. 24 2
921 9.79 temperature 30.0 270 < th dose independent rect. 24 2
922 9.79 humidity 50.0 270 > th dose independent rect. 24 2
927 9.79 atmosphere 1010.0 270 < th dose independent rect. 24 2
929 9.79 radiation 1.0 270 < th dose independent rect. 24 2
934 9.79 precipitation 0.1 270 < th dose independent rect. 24 2
939 9.79 wind 9.0 720 < th dose independent rect. 24 4
959 9.79 wind 7.0 720 < th dose independent rect. 3 6
961 9.79 radiation 40.0 720 < th dose independent rect. 3 6
972 9.79 radiation 40.0 90 < th dose independent rect. 21 12
974 9.79 wind 9.0 720 < th dose independent rect. 22 14
983 9.79 radiation 1.0 270 < th dose dependent rect. 24 2
988 9.79 precipitation 0.1 270 < th dose dependent rect. 24 2