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Os03g0132900

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

Description : Similar to Chitinase (EC 3.2.1.14) (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.1 (0.0346) R2 : 0.741
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.69 (0.0905) R2dC : 0.213 R2C : 0.0419
β3 : 4.56 (0.143) R2dE : 0.717 R2E : 0.528
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0884 (0.0779) R2dN8 : 0.000939 R2N8 : -0.0195
σ : 0.638
deviance : 187.53
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_____
C
peak time of C : 4.48
E
wheather : radiation
threshold : 1.19
memory length : 14818
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 = radiation, 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
198.26 0.662 12 0.912 0.94 4.89 -0.0164 4.48 0.162 5.86 1.019 10079 -- --
223.23 0.696 12.1 -0.00444 1.13 4.67 -0.121 -- -0.0899 4.79 1.06 10170 -- --
197.36 0.654 12 0.887 0.914 4.93 -- 4.46 0.152 5.73 1.03 10098 -- --
182.86 0.63 12.1 -0.447 1.63 4.58 -- -- -0.109 4.41 1.172 14791 -- --
243.29 0.726 12 0.958 -- 4.95 -- 4.53 0.17 -- 1.02 10094 -- --
564.74 1.11 11.8 1.11 1.01 -- 0.166 -- 1.04 5.45 -- -- -- --
564.81 1.11 11.8 1.11 1.01 -- -- -- 1.04 5.44 -- -- -- --
228.15 0.703 12.1 -1.03 -- 4.56 -- -- -0.571 -- 1.126 17283 -- --
187.53 0.638 12.1 -- 1.69 4.56 -- -- -0.0884 4.48 1.19 14818 -- --
618.22 1.16 11.8 1.14 -- -- -- -- 1.06 -- -- -- -- --
597.35 1.14 11.9 -- 1.03 -- -- -- 0.913 5.4 -- -- -- --
236.23 0.716 12.1 -- -- 3.77 -- -- -0.227 -- 1.199 17277 -- --
652.79 1.19 11.9 -- -- -- -- -- 0.935 -- -- -- -- --

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
1 163.59 radiation 1.0 43200 < th dose independent rect. 18 12
2 165.44 radiation 1.0 43200 > th dose independent rect. 18 12
3 167.87 precipitation 0.1 43200 > th dose dependent rect. 2 5
6 169.18 humidity 80.0 43200 > th dose independent rect. 14 5
9 169.64 humidity 80.0 43200 < th dose independent rect. 16 1
10 170.01 precipitation 0.1 43200 > th dose independent rect. 3 4
12 170.26 precipitation 0.1 43200 < th dose independent rect. 3 4
13 170.26 precipitation 0.1 43200 < th dose dependent rect. 3 4
15 170.59 radiation 1.0 14400 > th dose independent rect. 18 22
21 171.12 humidity 80.0 43200 < th dose independent rect. 14 5
22 171.14 radiation 1.0 14400 > th dose independent rect. 5 11
23 171.26 radiation 1.0 14400 < th dose independent rect. 5 11
36 171.47 radiation 1.0 14400 < th dose independent rect. 1 15
39 171.50 radiation 1.0 14400 < th dose independent rect. 3 13
44 171.57 radiation 1.0 14400 < th dose independent rect. 19 21
47 172.43 humidity 80.0 43200 < th dose independent rect. 9 10
75 172.88 radiation 1.0 14400 > th dose independent sin 4 NA
76 172.89 radiation 1.0 14400 < th dose independent sin 4 NA
95 173.19 radiation 1.0 43200 > th dose independent rect. 17 2
107 173.24 humidity 80.0 43200 < th dose independent rect. 10 1
123 173.58 radiation 1.0 43200 < th dose independent rect. 17 3
130 173.64 radiation 1.0 43200 < th dose independent rect. 17 9
141 173.99 humidity 80.0 43200 > th dose independent rect. 9 10
167 174.36 temperature 20.0 43200 < th dose dependent rect. 5 1
197 174.66 temperature 30.0 43200 < th dose dependent rect. 5 2
200 174.84 temperature 10.0 43200 > th dose dependent rect. 5 2
202 174.86 humidity 80.0 43200 > th dose dependent rect. 18 1
221 175.40 humidity 80.0 43200 > th dose dependent rect. 16 4
223 175.46 humidity 80.0 43200 > th dose independent rect. 10 1
286 176.60 radiation 1.0 43200 < th dose independent sin 13 NA
301 176.79 temperature 25.0 43200 < th dose dependent rect. 3 14
332 177.04 humidity 80.0 43200 > th dose dependent rect. 7 13
383 177.23 temperature 25.0 43200 < th dose dependent sin 3 NA
419 177.33 radiation 1.0 43200 < th dose independent rect. 17 17
431 177.38 radiation 1.0 43200 > th dose independent sin 12 NA
464 177.54 temperature 25.0 43200 < th dose dependent rect. 12 20
519 177.76 temperature 25.0 43200 < th dose dependent rect. 18 1
526 177.78 temperature 25.0 43200 < th dose dependent no NA NA
655 178.22 temperature 20.0 43200 < th dose independent rect. 19 1
674 178.28 temperature 25.0 43200 < th dose dependent rect. 13 10
703 178.36 temperature 10.0 43200 > th dose dependent rect. 16 17
712 178.39 temperature 30.0 43200 < th dose dependent rect. 16 4
736 178.44 temperature 10.0 43200 > th dose dependent rect. 19 1
765 178.49 temperature 25.0 43200 < th dose dependent sin 17 NA
940 178.73 temperature 10.0 43200 > th dose dependent rect. 16 7