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Os01g0941400

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

Description : Similar to Beta-1,3-glucanase precursor.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.73 (0.0683) R2 : 0.282
β1 : -0.902 (0.255) R2dD : 0.0237 R2D : -0.00301
β2 : 0.965 (0.167) R2dC : 0.0526 R2C : 0.0312
β3 : 0.48 (0.381) R2dE : 0.00712 R2E : 0.0277
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 10.1 (1.6) R2dD*E : 0.172 R2D*E : 0.205
γ1 : 0.109 (0.143) R2dN8 : 0.00131 R2N8 : -0.0152
σ : 1.21
deviance : 675.29
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C
peak time of C : 4.74
E
wheather : atmosphere
threshold : 999.9
memory length : 13644
response mode : < th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, 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
675.29 1.22 6.73 -0.902 0.965 0.48 5.18e-05 10.1 0.109 4.74 999.9 13644 -- --
723.06 1.25 6.87 -1.37 0.992 2.51 -0.312 -- 0.203 4.59 998.9 12190 -- --
675.29 1.21 6.73 -0.902 0.965 0.48 -- 10.1 0.109 4.74 999.9 13644 -- --
722.98 1.25 6.87 -1.39 0.986 2.53 -- -- 0.215 4.57 998.9 12210 -- --
724.51 1.25 6.73 -0.843 -- 0.385 -- 10.4 0.124 -- 999.8 13634 -- --
876.48 1.39 6.93 -0.819 0.942 -- -0.166 -- -0.0368 4.62 -- -- -- --
876.55 1.39 6.93 -0.818 0.942 -- -- -- -0.0359 4.66 -- -- -- --
774.68 1.3 6.88 -1.34 -- 2.49 -- -- 0.236 -- 999 12165 -- --
771.38 1.29 6.87 -- 0.961 2.29 -- -- 0.288 4.6 999 12075 -- --
923.66 1.42 6.93 -0.782 -- -- -- -- -0.0113 -- -- -- -- --
894.19 1.4 6.91 -- 0.927 -- -- -- 0.0552 4.69 -- -- -- --
819.37 1.33 6.85 -- -- 2.18 -- -- 0.343 -- 999 12078 -- --
939.81 1.43 6.92 -- -- -- -- -- 0.0755 -- -- -- -- --

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
1 616.72 wind 7 14400 > th dose dependent rect. 14 7
2 619.40 wind 7 14400 < th dose independent rect. 14 5
4 619.86 wind 7 14400 > th dose independent rect. 14 5
63 634.54 wind 7 14400 > th dose dependent rect. 14 16
73 635.10 wind 7 14400 > th dose independent rect. 13 17
99 636.79 wind 7 14400 < th dose independent rect. 13 17
125 638.80 wind 7 14400 > th dose independent sin 17 NA
130 639.47 wind 7 14400 > th dose dependent sin 16 NA
153 641.04 wind 7 14400 < th dose independent sin 17 NA
234 647.53 wind 7 14400 > th dose dependent rect. 14 1
392 656.28 wind 7 14400 > th dose independent rect. 5 16
450 659.96 wind 7 14400 < th dose independent rect. 5 16
570 664.55 wind 7 14400 > th dose dependent rect. 5 16
625 666.49 wind 7 14400 > th dose independent no NA NA
706 669.18 wind 7 14400 > th dose independent rect. 20 23
754 671.02 wind 7 14400 < th dose independent no NA NA
828 673.10 wind 9 14400 > th dose dependent rect. 18 3
870 674.09 wind 9 14400 < th dose independent rect. 18 3
876 674.32 wind 7 14400 < th dose independent rect. 20 23
892 674.74 wind 7 14400 > th dose independent rect. 17 23
908 675.05 wind 7 14400 > th dose dependent no NA NA
953 676.70 atmosphere 1000 14400 > th dose independent rect. 23 1
954 676.73 atmosphere 1000 14400 < th dose independent rect. 23 1
962 676.87 wind 7 14400 > th dose dependent rect. 16 23
963 676.88 atmosphere 1000 14400 > th dose independent rect. 20 4
971 677.05 atmosphere 1000 14400 < th dose independent rect. 15 1
980 677.13 atmosphere 1000 14400 < th dose independent rect. 17 9
981 677.13 wind 9 14400 > th dose dependent rect. 18 10
998 677.27 atmosphere 1000 14400 > th dose independent rect. 17 9
999 677.28 atmosphere 1000 14400 < th dose independent rect. 19 6