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Os01g0847600

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

Description : Aldo/keto reductase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.83 (0.0279) R2 : 0.724
β1 : 1.22 (0.103) R2dD : 0.0892 R2D : 0.116
β2 : 2.57 (0.087) R2dC : 0.843 R2C : 0.507
β3 : -1.07 (0.114) R2dE : 0.0859 R2E : -0.23
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.299 (0.0602) R2dN8 : 0.0204 R2N8 : 0.0157
σ : 0.521
deviance : 125.12
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C
peak time of C : 9.05
E
wheather : humidity
threshold : 74.27
memory length : 940
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 = humidity, 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
123.56 0.522 8.82 1.23 2.67 -1.12 0.953 -0.515 -0.276 8.88 74.79 853 -- --
123.24 0.517 8.83 1.19 2.57 -1.08 0.738 -- -0.3 9.04 74.21 940 -- --
125.17 0.521 8.83 1.2 2.58 -1.09 -- 0.139 -0.282 9.02 75 939 -- --
125.12 0.521 8.83 1.22 2.57 -1.07 -- -- -0.299 9.05 74.27 940 -- --
372.56 0.904 8.87 1.36 -- -0.542 -- 1.2 -0.132 -- 66.44 1513 -- --
147.22 0.569 8.83 1.31 2.09 -- 0.65 -- -0.215 8.86 -- -- -- --
148.65 0.571 8.83 1.34 2.08 -- -- -- -0.215 8.87 -- -- -- --
377.95 0.909 8.87 1.36 -- -0.543 -- -- -0.143 -- 66.44 1513 -- --
162.89 0.594 8.85 -- 2.45 -1.02 -- -- -0.438 9.11 73 1048 -- --
396.47 0.93 8.88 1.34 -- -- -- -- -0.2 -- -- -- -- --
195.67 0.654 8.86 -- 2.09 -- -- -- -0.364 8.82 -- -- -- --
413.58 0.947 8.97 -- -- -0.856 -- -- -0.483 -- 70.01 1463 -- --
443.56 0.983 8.92 -- -- -- -- -- -0.348 -- -- -- -- --

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
1 116.81 humidity 80 1440 < th dose dependent rect. 23 13
4 116.91 humidity 80 1440 < th dose dependent rect. 21 15
12 117.84 humidity 80 1440 < th dose independent rect. 6 8
35 118.55 humidity 80 1440 > th dose independent rect. 6 8
56 118.94 humidity 80 1440 < th dose dependent sin 7 NA
62 119.10 humidity 80 1440 > th dose independent rect. 2 12
71 119.36 humidity 80 1440 < th dose dependent rect. 9 1
80 119.57 humidity 90 1440 < th dose dependent rect. 11 1
88 119.76 humidity 50 1440 > th dose dependent rect. 11 1
91 119.84 humidity 50 1440 > th dose dependent rect. 9 3
103 120.04 humidity 70 1440 < th dose independent rect. 9 3
107 120.13 humidity 70 1440 > th dose independent rect. 9 3
163 120.81 humidity 50 1440 > th dose dependent rect. 5 8
167 120.85 humidity 80 1440 < th dose independent sin 4 NA
169 120.87 humidity 50 1440 > th dose dependent rect. 4 10
210 121.37 humidity 80 1440 > th dose independent sin 4 NA
234 121.46 humidity 70 1440 > th dose independent rect. 22 15
235 121.46 humidity 70 1440 > th dose independent rect. 20 17
242 121.48 humidity 70 1440 < th dose independent rect. 9 1
258 121.62 humidity 70 1440 > th dose independent rect. 11 1
282 121.77 humidity 70 1440 > th dose dependent rect. 8 6
319 122.06 humidity 70 1440 > th dose independent sin 7 NA
326 122.09 humidity 70 1440 > th dose independent rect. 9 1
341 122.11 humidity 70 1440 < th dose independent sin 7 NA
481 123.31 humidity 50 1440 > th dose dependent sin 4 NA
781 125.39 humidity 80 14400 < th dose dependent rect. 6 1
835 125.68 wind 7 14400 > th dose dependent rect. 12 1
867 125.92 wind 9 14400 < th dose independent rect. 4 9
901 126.10 wind 3 14400 < th dose independent rect. 2 2
906 126.13 humidity 80 14400 > th dose independent rect. 5 1
912 126.17 wind 9 14400 < th dose independent rect. 1 12
918 126.20 wind 3 14400 > th dose independent rect. 2 2
935 126.35 humidity 80 14400 < th dose independent rect. 4 3
962 126.51 wind 9 14400 > th dose independent rect. 6 5
975 126.56 wind 9 14400 < th dose independent rect. 23 15