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Os02g0106100

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

Description : Similar to Fructosyltransferase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11 (0.0758) R2 : 0.837
β1 : 1.52 (0.277) R2dD : 0.0112 R2D : -0.0197
β2 : 16.6 (0.431) R2dC : 2.63 R2C : -0.138
β3 : -10.6 (0.467) R2dE : 0.919 R2E : -1.88
β4 : 13.2 (1.78) R2dD*C : 0.0833 R2D*C : -0.0852
β5 : -12.5 (1.67) R2dD*E : 0.0856 R2D*E : -0.0794
γ1 : 1.39 (0.161) R2dN8 : 0.0356 R2N8 : 0.0209
σ : 1.42
deviance : 917.43
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C
peak time of C : 4.52
E
wheather : humidity
threshold : 51.29
memory length : 639
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 18.3
open length of G : 6.76

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, response mode = > th, dose dependency = dose dependent, type of G = rect.)

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
917.43 1.42 11 1.52 16.6 -10.6 13.2 -12.5 1.39 4.52 51.29 639 18.3 6.76
1108.63 1.55 11 1.84 14.5 -7.83 6 -- 1.33 5.23 67.39 640 19.2 6.53
1022.07 1.49 11 1.5 16.4 -10.7 -- -1.86 1.36 4.49 54.47 635 18.3 6.52
1031.29 1.5 11 1.49 16.4 -10.7 -- -- 1.35 4.5 55.23 635 18.3 6.57
4394.2 3.1 11.2 1.45 -- -5.15 -- -5.35 1.4 -- 45.71 3026 17.9 4.43
1400.61 1.75 11.1 1.12 8.75 -- 4.64 -- 1.29 6.12 -- -- -- --
1451.22 1.78 11.1 1.16 8.78 -- -- -- 1.27 6.04 -- -- -- --
2682.33 2.41 11.1 6.74 -- -11 -- -- 1.49 -- -148.2 3033 12.5 10.1
1088.21 1.54 11.1 -- 16.3 -10.6 -- -- 1.2 4.47 54.31 634 18.2 6.62
5446.05 3.45 11.2 1.41 -- -- -- -- 1.47 -- -- -- -- --
1486.65 1.8 11.1 -- 8.8 -- -- -- 1.14 6.03 -- -- -- --
1346.79 1.71 11.4 -- -- -10.6 -- -- 1.18 -- -123.5 3341 8.47 11.4
5498.73 3.46 11.3 -- -- -- -- -- 1.31 -- -- -- -- --

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
1 976.19 humidity 50.0 720 > th dose dependent rect. 18 7
2 978.14 humidity 60.0 720 > th dose dependent rect. 15 9
7 982.84 radiation 1.0 720 < th dose dependent rect. 5 20
64 1016.76 humidity 90.0 720 < th dose dependent rect. 16 8
73 1020.46 humidity 60.0 720 > th dose dependent sin 16 NA
92 1024.91 humidity 80.0 720 > th dose independent rect. 11 13
96 1025.49 humidity 70.0 720 > th dose dependent rect. 19 2
129 1032.39 humidity 80.0 720 > th dose independent rect. 15 8
140 1035.01 humidity 80.0 720 > th dose independent rect. 17 6
154 1038.06 precipitation 0.1 43200 < th dose independent rect. 19 1
155 1038.06 precipitation 0.1 43200 < th dose dependent rect. 19 1
164 1038.94 precipitation 0.1 43200 > th dose dependent rect. 19 1
165 1039.47 precipitation 0.1 43200 > th dose independent rect. 19 1
193 1044.64 humidity 80.0 720 < th dose independent rect. 16 5
223 1048.08 humidity 70.0 14400 < th dose independent rect. 18 14
255 1051.62 humidity 70.0 14400 > th dose independent rect. 19 13
284 1054.34 humidity 70.0 14400 < th dose independent rect. 18 4
295 1054.65 humidity 70.0 720 > th dose dependent rect. 5 19
306 1055.64 humidity 80.0 720 > th dose independent sin 18 NA
312 1056.66 humidity 90.0 720 < th dose dependent sin 15 NA
388 1065.25 humidity 80.0 1440 < th dose independent rect. 11 3
401 1066.47 humidity 60.0 720 > th dose dependent rect. 14 18
420 1068.05 humidity 70.0 14400 < th dose dependent rect. 16 15
423 1068.28 humidity 70.0 14400 < th dose dependent rect. 16 6
439 1069.07 humidity 80.0 1440 < th dose independent rect. 7 14
491 1072.17 humidity 80.0 1440 < th dose independent sin 23 NA
501 1072.66 humidity 70.0 14400 > th dose independent rect. 18 11
511 1072.99 humidity 80.0 720 < th dose independent rect. 10 12
518 1073.28 humidity 70.0 14400 > th dose independent rect. 18 4
520 1073.37 radiation 1.0 1440 < th dose dependent rect. 7 12
538 1074.09 humidity 80.0 1440 > th dose independent rect. 10 4
562 1074.98 humidity 70.0 14400 < th dose dependent rect. 18 1
576 1075.44 humidity 80.0 1440 > th dose independent sin 22 NA
579 1075.45 radiation 1.0 720 < th dose independent rect. 5 20
641 1077.41 radiation 1.0 1440 < th dose dependent rect. 18 23
680 1079.04 radiation 40.0 14400 < th dose dependent rect. 23 6
681 1079.05 radiation 1.0 1440 < th dose dependent sin 0 NA
695 1079.67 wind 7.0 43200 < th dose dependent rect. 11 1
711 1080.36 humidity 80.0 720 < th dose independent sin 18 NA
760 1082.39 radiation 40.0 14400 < th dose dependent rect. 20 9
798 1083.96 precipitation 0.1 14400 > th dose dependent rect. 1 6
803 1084.15 humidity 90.0 43200 < th dose independent rect. 20 2
811 1084.41 precipitation 0.1 14400 < th dose independent rect. 13 1
812 1084.41 precipitation 0.1 14400 < th dose dependent rect. 13 1
852 1085.36 humidity 60.0 720 > th dose dependent rect. 18 22
869 1085.68 precipitation 0.1 14400 > th dose independent rect. 13 1
876 1085.84 radiation 1.0 720 < th dose independent rect. 7 18
920 1087.17 wind 1.0 43200 > th dose dependent rect. 11 1
925 1087.21 humidity 80.0 1440 > th dose independent rect. 11 1
935 1087.40 humidity 90.0 43200 > th dose independent rect. 21 1
977 1088.54 wind 9.0 43200 < th dose independent rect. 19 2
990 1089.07 radiation 1.0 1440 < th dose dependent rect. 23 20
994 1089.12 humidity 80.0 1440 < th dose independent rect. 7 9