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Os07g0139600

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

Description : Ribosomal protein L41 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.6 (0.0236) R2 : 0.447
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.991 (0.0611) R2dC : 0.312 R2C : 0.273
β3 : 1.17 (0.0941) R2dE : 0.174 R2E : 0.135
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.00311 (0.051) R2dN8 : 0.000137 R2N8 : 2.98e-05
σ : 0.438
deviance : 88.53
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C
peak time of C : 17.3
E
wheather : temperature
threshold : 19
memory length : 2737
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, 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
79.67 0.419 13.7 -0.7 0.971 0.869 0.442 -1.67 -0.107 17.6 19.7 2731 -- --
83.13 0.425 13.7 -0.456 0.97 1.25 0.578 -- -0.0319 17.7 19.1 2819 -- --
80.14 0.417 13.7 -0.713 0.972 0.872 -- -1.71 -0.107 17.6 19.7 2735 -- --
83.61 0.426 13.7 -0.476 0.98 1.33 -- -- -0.0404 17.5 18.92 2757 -- --
127.44 0.526 13.7 -0.671 -- 0.896 -- -1.41 -0.129 -- 20.71 2021 -- --
109.99 0.492 13.6 0.173 0.93 -- 0.727 -- 0.227 17.7 -- -- -- --
111.28 0.494 13.6 0.169 0.934 -- -- -- 0.23 17.7 -- -- -- --
130.69 0.532 13.7 -0.56 -- 1.36 -- -- -0.0692 -- 19 3326 -- --
88.53 0.438 13.6 -- 0.991 1.17 -- -- 0.00311 17.3 19 2737 -- --
156.59 0.585 13.6 0.139 -- -- -- -- 0.208 -- -- -- -- --
112.04 0.495 13.6 -- 0.932 -- -- -- 0.211 17.7 -- -- -- --
133.36 0.538 13.6 -- -- 0.952 -- -- 0.0196 -- 20.52 1618 -- --
157.1 0.585 13.6 -- -- -- -- -- 0.192 -- -- -- -- --

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 78.43 temperature 15 90 > th dose dependent rect. 8 19
3 78.54 temperature 10 270 > th dose dependent rect. 6 21
4 78.68 temperature 15 10 > th dose dependent rect. 9 19
6 78.80 temperature 20 4320 < th dose independent rect. 18 5
11 79.12 temperature 20 4320 > th dose independent rect. 18 5
14 79.20 temperature 20 1440 < th dose independent rect. 4 3
27 79.45 temperature 15 270 > th dose dependent rect. 17 22
34 79.63 temperature 20 1440 > th dose independent rect. 4 3
39 79.69 temperature 20 1440 > th dose independent rect. 17 14
48 79.80 temperature 20 1440 < th dose independent rect. 17 14
88 80.14 temperature 20 1440 > th dose independent sin 12 NA
122 80.33 temperature 20 1440 < th dose independent sin 12 NA
174 80.58 temperature 20 4320 < th dose independent sin 15 NA
179 80.62 temperature 20 4320 > th dose independent sin 16 NA
193 80.67 humidity 90 43200 > th dose dependent rect. 12 3
283 81.05 temperature 25 4320 < th dose dependent rect. 20 1
441 81.52 wind 3 43200 > th dose dependent rect. 1 1
503 81.67 humidity 90 43200 > th dose dependent rect. 13 1
505 81.68 radiation 1 14400 > th dose independent rect. 18 11
527 81.72 humidity 90 43200 > th dose independent rect. 11 4
544 81.75 temperature 15 4320 > th dose dependent rect. 20 1
625 81.94 radiation 1 14400 > th dose independent rect. 18 1
677 82.01 temperature 15 10 > th dose dependent rect. 9 15
847 82.25 temperature 25 1440 < th dose dependent rect. 17 12
888 82.32 atmosphere 995 43200 < th dose independent rect. 22 16
937 82.38 atmosphere 995 43200 > th dose independent rect. 1 11
938 82.38 radiation 1 14400 < th dose independent rect. 18 13
966 82.42 atmosphere 995 43200 < th dose independent rect. 1 11
987 82.44 temperature 20 1440 > th dose independent no NA NA
990 82.44 atmosphere 995 43200 > th dose independent rect. 2 9