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Os03g0317300

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

Description : Peptidase A1, pepsin family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.86 (0.0265) R2 : 0.7
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.44 (0.0651) R2dC : 0.337 R2C : 0.412
β3 : 1.19 (0.0696) R2dE : 0.211 R2E : 0.233
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.731 (0.0568) R2dN8 : 0.145 R2N8 : 0.0432
σ : 0.494
deviance : 112.53
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C
peak time of C : 22.3
E
wheather : humidity
threshold : 83.64
memory length : 64
response mode : > th
dose dependency : dose dependent
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 = humidity, response mode = > th, dose dependency = dose dependent, 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
97.92 0.465 8.85 0.447 1.42 1.12 1.21 0.782 0.723 22.1 81.32 83 -- --
99.48 0.465 8.86 0.491 1.44 1.1 1.52 -- 0.731 22.3 82.22 66 -- --
102.31 0.471 8.85 0.368 1.38 1.12 -- 1.27 0.72 22.2 81.58 63 -- --
108.02 0.484 8.85 0.421 1.42 1.16 -- -- 0.75 22.2 82.64 67 -- --
180.34 0.625 8.83 0.462 -- 1.53 -- 1.62 0.656 -- 69.13 2 -- --
133.95 0.543 8.89 0.604 1.78 -- 1.72 -- 0.559 23.9 -- -- -- --
146.74 0.567 8.89 0.534 1.78 -- -- -- 0.551 23.9 -- -- -- --
188.27 0.639 8.83 0.526 -- 1.6 -- -- 0.695 -- 69 2 -- --
112.53 0.494 8.86 -- 1.44 1.19 -- -- 0.731 22.3 83.64 64 -- --
345.62 0.869 8.86 0.588 -- -- -- -- 0.574 -- -- -- -- --
154.27 0.581 8.91 -- 1.78 -- -- -- 0.491 23.9 -- -- -- --
195.53 0.651 8.84 -- -- 1.6 -- -- 0.64 -- 69.44 2 -- --
354.75 0.879 8.87 -- -- -- -- -- 0.509 -- -- -- -- --

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 92.99 humidity 80.0 90 > th dose dependent rect. 1 22
3 94.02 humidity 80.0 90 > th dose dependent rect. 1 20
5 94.27 humidity 70.0 10 > th dose dependent sin 5 NA
8 94.71 humidity 80.0 90 > th dose dependent rect. 1 18
42 96.52 humidity 80.0 90 > th dose dependent rect. 11 21
54 96.83 humidity 70.0 10 > th dose dependent rect. 2 17
63 97.00 humidity 80.0 90 > th dose dependent rect. 13 19
69 97.08 radiation 20.0 90 < th dose dependent sin 4 NA
99 97.58 humidity 90.0 90 > th dose independent rect. 1 22
157 98.46 radiation 20.0 90 < th dose dependent rect. 3 14
160 98.47 humidity 60.0 270 > th dose dependent rect. 13 17
178 98.65 humidity 80.0 90 > th dose dependent rect. 19 23
179 98.67 humidity 80.0 90 > th dose dependent no NA NA
192 98.77 humidity 90.0 30 < th dose independent rect. 21 17
204 98.82 humidity 80.0 90 > th dose dependent rect. 17 23
219 98.99 humidity 90.0 90 < th dose independent rect. 19 20
221 99.01 humidity 90.0 90 > th dose independent rect. 1 20
258 99.40 humidity 80.0 30 > th dose dependent rect. 15 23
280 99.57 humidity 80.0 90 > th dose dependent rect. 7 23
285 99.59 humidity 80.0 90 > th dose dependent rect. 21 23
316 99.88 radiation 10.0 90 < th dose independent rect. 2 15
345 100.12 humidity 90.0 30 < th dose independent sin 3 NA
363 100.23 humidity 70.0 270 > th dose dependent rect. 23 7
366 100.25 humidity 90.0 90 > th dose independent rect. 1 18
376 100.31 humidity 90.0 90 < th dose independent rect. 19 16
383 100.35 humidity 80.0 90 > th dose dependent rect. 1 8
396 100.41 humidity 90.0 270 < th dose independent rect. 17 18
458 100.72 humidity 80.0 90 > th dose dependent rect. 1 10
518 101.17 humidity 90.0 90 > th dose independent rect. 3 18
526 101.20 radiation 10.0 270 < th dose dependent rect. 22 21
527 101.21 humidity 70.0 270 > th dose dependent rect. 17 13
556 101.39 precipitation 0.1 270 < th dose independent rect. 3 23
558 101.39 precipitation 0.1 270 < th dose dependent rect. 3 23
664 102.03 humidity 90.0 90 > th dose independent rect. 3 16
677 102.11 radiation 10.0 90 < th dose independent sin 4 NA
709 102.29 radiation 10.0 90 > th dose independent sin 4 NA
711 102.29 humidity 90.0 90 < th dose independent rect. 6 23
724 102.33 wind 9.0 270 < th dose dependent rect. 5 8
734 102.37 humidity 90.0 10 < th dose dependent sin 7 NA
735 102.38 humidity 80.0 30 > th dose dependent rect. 3 23
767 102.49 precipitation 0.1 270 < th dose independent rect. 5 20
769 102.49 precipitation 0.1 270 < th dose dependent rect. 5 20
804 102.64 humidity 70.0 270 > th dose dependent rect. 1 4
828 102.72 radiation 1.0 270 > th dose independent rect. 17 21
900 102.99 humidity 90.0 90 < th dose independent rect. 3 23
915 103.05 humidity 90.0 30 < th dose independent rect. 1 13
936 103.13 wind 5.0 270 < th dose independent rect. 5 8
969 103.22 humidity 90.0 90 > th dose independent sin 6 NA
970 103.22 humidity 90.0 90 < th dose independent no NA NA
975 103.23 precipitation 0.1 270 < th dose independent rect. 6 17
978 103.23 precipitation 0.1 270 < th dose dependent rect. 6 17