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Os08g0277200

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

Description : Similar to Cinnamoyl-CoA reductase (EC 1.2.1.44).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.47 (0.0748) R2 : 0.528
β1 : 1.97 (0.386) R2dD : 0.0661 R2D : -0.161
β2 : 1.14 (0.164) R2dC : 0.0501 R2C : -0.066
β3 : -6.64 (0.38) R2dE : 0.709 R2E : 0.109
β4 : 3.84 (0.624) R2dD*C : 0.0396 R2D*C : -0.0673
β5 : -14.1 (1.47) R2dD*E : 0.4 R2D*E : -0.663
γ1 : 1.55 (0.157) R2dN8 : 0.155 R2N8 : 0.139
σ : 1.29
deviance : 758.14
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_____
C
peak time of C : 12.2
E
wheather : radiation
threshold : 0.1696
memory length : 4307
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 8.3
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = < th, dose dependency = dose dependent, type of G = sin)

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
758.14 1.29 6.47 1.97 1.14 -6.64 3.84 -14.1 1.55 12.2 0.1696 4307 8.3 --
914.52 1.41 6.71 -0.477 1.47 -4.51 3.79 -- 1.21 11.3 0.1687 4240 8.54 --
794.73 1.31 6.38 1.58 0.808 -6.53 -- -13.6 1.61 12.1 2.821e-05 4338 9.5 --
931.21 1.42 6.64 -0.501 3.25 -6.3 -- -- 1.26 9.84 0.09706 4087 7.08 --
793.26 1.31 6.48 1.41 -- -6.87 -- -13.2 1.5 -- 8.98e-07 4380 8.56 --
1284.34 1.68 6.6 0.365 0.774 -- 2.86 -- 1.79 12 -- -- -- --
1319.63 1.7 6.6 0.477 0.766 -- -- -- 1.8 11.7 -- -- -- --
990.97 1.47 6.76 -0.802 -- -4.79 -- -- 0.967 -- 0.7883 4389 8.08 --
931.01 1.42 6.66 -- 3.35 -6.28 -- -- 1.28 10.1 0.1699 4087 6.43 --
1356.55 1.72 6.61 0.455 -- -- -- -- 1.8 -- -- -- -- --
1325.62 1.7 6.61 -- 0.761 -- -- -- 1.75 11.6 -- -- -- --
965.54 1.45 6.76 -- -- -4.02 -- -- 1.24 -- 1.263 4383 5.94 --
1362.01 1.72 6.62 -- -- -- -- -- 1.75 -- -- -- -- --

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
1 705.14 humidity 80.0 43200 > th dose independent rect. 13 1
2 716.24 humidity 80.0 43200 < th dose independent rect. 13 1
26 743.10 atmosphere 1010.0 14400 > th dose independent rect. 19 1
27 745.20 atmosphere 1010.0 14400 > th dose independent rect. 19 3
29 745.74 atmosphere 1010.0 14400 < th dose independent rect. 19 1
32 747.96 humidity 90.0 43200 < th dose independent rect. 23 1
35 749.12 atmosphere 1010.0 14400 > th dose independent rect. 19 5
37 749.96 humidity 80.0 43200 > th dose dependent rect. 13 13
39 750.08 humidity 90.0 43200 > th dose independent rect. 19 7
42 750.98 humidity 80.0 43200 > th dose dependent rect. 16 9
54 752.97 humidity 70.0 43200 > th dose dependent rect. 13 2
57 753.68 humidity 90.0 43200 < th dose independent rect. 19 7
61 753.84 humidity 80.0 14400 < th dose independent rect. 21 1
62 753.88 humidity 90.0 43200 > th dose independent rect. 20 1
70 755.27 humidity 80.0 43200 > th dose dependent sin 17 NA
71 755.47 atmosphere 1010.0 14400 > th dose independent rect. 19 11
88 757.06 humidity 80.0 43200 > th dose dependent rect. 9 18
92 757.36 atmosphere 1010.0 14400 > th dose independent rect. 5 1
98 758.00 humidity 90.0 43200 > th dose independent rect. 22 4
104 758.24 humidity 90.0 43200 > th dose independent rect. 24 1
105 758.28 atmosphere 1010.0 14400 < th dose independent rect. 19 7
117 758.97 humidity 80.0 43200 > th dose dependent rect. 18 6
130 759.72 humidity 80.0 43200 > th dose dependent rect. 5 23
145 760.45 humidity 80.0 43200 > th dose dependent rect. 3 23
160 761.23 humidity 80.0 43200 > th dose dependent rect. 22 22
166 761.50 atmosphere 1010.0 14400 > th dose independent rect. 19 17
167 761.55 atmosphere 1010.0 14400 < th dose independent rect. 4 1
170 761.64 humidity 80.0 43200 > th dose dependent rect. 9 23
172 761.71 humidity 80.0 43200 > th dose dependent rect. 13 23
200 762.95 humidity 80.0 43200 > th dose dependent no NA NA
230 763.81 atmosphere 1010.0 14400 > th dose independent sin 10 NA
241 764.08 atmosphere 1010.0 14400 > th dose independent rect. 23 1
242 764.11 humidity 80.0 43200 > th dose dependent rect. 16 23
270 765.14 atmosphere 1010.0 14400 > th dose independent rect. 23 9
332 766.69 atmosphere 1010.0 14400 > th dose independent rect. 23 13
364 767.60 humidity 90.0 43200 < th dose independent rect. 14 12
429 769.64 atmosphere 1010.0 14400 < th dose independent rect. 18 18
448 770.17 atmosphere 1010.0 14400 < th dose independent sin 11 NA
472 770.76 atmosphere 1010.0 14400 < th dose independent rect. 23 7
494 771.21 humidity 90.0 43200 > th dose independent rect. 19 13
500 771.41 humidity 90.0 43200 > th dose independent sin 14 NA
521 771.97 atmosphere 1010.0 14400 < th dose independent rect. 23 3
589 773.77 humidity 90.0 43200 < th dose independent sin 15 NA
604 774.22 humidity 90.0 43200 > th dose dependent rect. 1 1
634 774.97 atmosphere 1010.0 14400 < th dose independent rect. 23 13
700 776.81 precipitation 0.1 43200 > th dose independent rect. 16 1
733 777.49 precipitation 0.1 43200 < th dose independent rect. 16 1
735 777.49 precipitation 0.1 43200 < th dose dependent rect. 16 1
782 778.34 atmosphere 1010.0 14400 > th dose independent rect. 10 21
811 779.08 humidity 80.0 43200 > th dose independent rect. 3 16
816 779.14 humidity 90.0 43200 < th dose independent rect. 19 15
843 779.74 atmosphere 1010.0 14400 > th dose independent rect. 11 1
852 779.88 atmosphere 1010.0 14400 > th dose independent no NA NA
873 780.39 atmosphere 1010.0 14400 > th dose independent rect. 23 23
875 780.40 precipitation 0.1 43200 > th dose dependent rect. 16 1
890 780.79 atmosphere 1010.0 14400 > th dose independent rect. 3 23
909 781.18 radiation 20.0 14400 < th dose independent rect. 15 18
922 781.29 humidity 90.0 43200 < th dose independent rect. 14 18
923 781.29 atmosphere 1010.0 14400 > th dose independent rect. 1 23
984 782.56 atmosphere 1010.0 14400 < th dose independent rect. 11 1