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Os03g0245500

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

Description : Curculin-like (mannose-binding) lectin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.33 (0.0589) R2 : 0.57
β1 : 0.157 (0.344) R2dD : 0.000685 R2D : -0.0724
β2 : 1.09 (0.139) R2dC : 0.0766 R2C : 0.0496
β3 : -0.582 (0.224) R2dE : 0.0168 R2E : 0.0025
β4 : -2.36 (0.493) R2dD*C : 0.0238 R2D*C : -0.109
β5 : -13.2 (1.73) R2dD*E : 0.251 R2D*E : 0.233
γ1 : -1.33 (0.118) R2dN8 : 0.191 R2N8 : 0.109
σ : 0.956
deviance : 413.87
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C
peak time of C : 13.4
E
wheather : temperature
threshold : 24.73
memory length : 734
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 17.7
open length of G : 0.95

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, 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
413.87 0.956 7.33 0.157 1.09 -0.582 -2.36 -13.2 -1.33 13.4 24.73 734 17.7 0.95
464.69 1 7.03 2.36 0.604 -1.89 -1.55 -- -0.78 13 21.7 791 17.8 0.433
434.18 0.97 7.32 0.313 1.12 -0.63 -- -11.8 -1.32 13.1 24.95 734 17.7 0.866
469.32 1.01 7.04 2.38 0.608 -1.81 -- -- -0.745 13.5 21.37 789 17.8 0.425
483.47 1.02 7.24 0.586 -- -1.75 -- -8.22 -1.19 -- 23.46 793 17.8 0.667
589.09 1.14 7.09 2.03 1.6 -- -0.824 -- -0.941 13.5 -- -- -- --
591.78 1.14 7.09 2 1.6 -- -- -- -0.946 13.4 -- -- -- --
477.44 1.02 7.05 2.36 -- -2.04 -- -- -0.742 -- 19.17 813 17.1 1.32
614.44 1.15 7.01 -- 0.699 -1.65 -- -- -0.843 13.2 21.51 818 17.8 0.616
748.52 1.28 7.11 1.94 -- -- -- -- -0.98 -- -- -- -- --
697.11 1.24 7.14 -- 1.56 -- -- -- -1.17 13.4 -- -- -- --
620.05 1.16 7.12 -- -- -2.02 -- -- -1.06 -- 20.01 791 17.6 0.75
847.36 1.36 7.16 -- -- -- -- -- -1.19 -- -- -- -- --

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
1 425.54 temperature 25 720 > th dose dependent rect. 18 1
2 427.83 temperature 25 720 > th dose dependent rect. 17 3
9 438.92 temperature 25 720 > th dose independent rect. 18 2
19 444.74 temperature 10 720 > th dose dependent rect. 17 7
37 450.89 temperature 20 720 > th dose dependent sin 15 NA
43 453.51 temperature 10 720 > th dose dependent sin 15 NA
45 454.09 temperature 10 720 > th dose dependent rect. 12 17
49 454.46 temperature 30 720 < th dose dependent rect. 16 10
51 454.68 temperature 20 720 > th dose dependent rect. 14 15
74 456.72 temperature 30 720 < th dose dependent rect. 17 6
78 456.92 temperature 10 720 > th dose dependent rect. 16 13
83 457.27 temperature 30 720 < th dose dependent sin 15 NA
97 458.86 temperature 30 720 < th dose dependent rect. 17 4
106 459.40 temperature 10 720 > th dose dependent rect. 17 11
135 461.61 temperature 30 720 < th dose dependent rect. 15 15
150 462.13 temperature 30 720 < th dose independent rect. 16 9
210 464.31 temperature 25 720 < th dose independent rect. 17 5
250 466.66 temperature 10 1440 > th dose dependent rect. 18 1
252 466.73 temperature 25 720 < th dose independent rect. 19 2
259 467.03 temperature 10 720 > th dose dependent rect. 17 16
294 468.57 radiation 1 720 > th dose independent rect. 18 11
326 469.00 radiation 10 1440 > th dose dependent rect. 16 14
329 469.06 radiation 10 1440 > th dose dependent rect. 16 2
395 469.87 humidity 70 720 > th dose independent rect. 18 8
429 470.40 temperature 15 720 > th dose dependent rect. 16 21
430 470.42 temperature 30 720 < th dose independent rect. 16 16
441 470.51 radiation 10 1440 < th dose independent rect. 16 14
493 471.35 humidity 60 14400 < th dose dependent rect. 17 1
506 471.53 radiation 10 1440 < th dose independent rect. 16 8
507 471.54 radiation 10 1440 < th dose independent rect. 16 2
520 471.69 radiation 10 1440 < th dose independent rect. 16 4
576 472.37 radiation 1 720 > th dose independent rect. 18 1
597 472.55 temperature 15 720 > th dose dependent rect. 8 21
631 472.85 humidity 60 14400 < th dose dependent rect. 17 15
643 472.95 humidity 70 720 < th dose independent rect. 18 13
646 472.96 humidity 60 14400 < th dose dependent rect. 17 5
665 473.05 humidity 70 720 < th dose independent rect. 18 2
756 474.00 radiation 10 1440 > th dose independent rect. 16 14
828 474.59 radiation 10 1440 > th dose independent rect. 16 2
863 474.78 humidity 50 14400 > th dose independent rect. 17 11
883 474.97 radiation 1 720 > th dose dependent rect. 18 11
884 474.98 humidity 50 14400 > th dose independent rect. 17 7
894 475.08 wind 1 1440 < th dose independent rect. 4 2
895 475.08 humidity 50 14400 > th dose independent rect. 17 16
928 475.38 humidity 80 720 < th dose dependent rect. 18 1
938 475.45 humidity 50 14400 < th dose independent rect. 16 18
942 475.46 humidity 50 14400 > th dose independent rect. 17 3