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Os04g0682300

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

Description : Similar to Phosphomannomutase 2 (EC 5.4.2.8) (PMM 2).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.3 (0.02) R2 : 0.622
β1 : -1.29 (0.073) R2dD : 0.27 R2D : 0.16
β2 : 0.95 (0.048) R2dC : 0.326 R2C : 0.29
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.448 (0.0426) R2dN8 : 0.123 R2N8 : 0.0322
σ : 0.375
deviance : 64.08
__
_____
C
peak time of C : 22.3
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
43.98 0.312 11.3 -1.28 0.869 -0.647 -1.21 -1.01 -0.503 21.8 71.32 2682 -- --
44.15 0.309 11.3 -1.41 0.847 -0.841 -1.15 -- -0.55 21.7 74.61 2649 -- --
49.35 0.327 11.3 -1.26 0.885 -0.64 -- -0.832 -0.512 22 71 2711 -- --
49 0.326 11.3 -1.36 0.846 -0.805 -- -- -0.547 22 74.85 2637 -- --
72.81 0.397 11.3 -1.46 -- -1.45 -- 0.888 -0.565 -- 75 2310 -- --
60.43 0.364 11.3 -1.33 0.947 -- -0.972 -- -0.449 22.2 -- -- -- --
64.08 0.375 11.3 -1.29 0.95 -- -- -- -0.448 22.3 -- -- -- --
72.17 0.396 11.3 -1.31 -- -1.58 -- -- -0.529 -- 78.93 2317 -- --
90.43 0.443 11.3 -- 0.878 -0.97 -- -- -0.537 22 73 15491 -- --
119.11 0.51 11.2 -1.28 -- -- -- -- -0.445 -- -- -- -- --
108.15 0.486 11.2 -- 0.943 -- -- -- -0.304 22.2 -- -- -- --
112.34 0.494 11.3 -- -- -1.72 -- -- -0.486 -- 81.02 2280 -- --
162.2 0.594 11.2 -- -- -- -- -- -0.304 -- -- -- -- --

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 40.33 wind 1.0 43200 < th dose dependent rect. 5 1
2 40.89 humidity 70.0 1440 > th dose dependent rect. 11 1
3 41.60 humidity 70.0 1440 > th dose dependent rect. 8 6
4 41.80 precipitation 0.1 14400 > th dose independent rect. 14 3
5 41.81 precipitation 0.1 14400 < th dose independent rect. 14 3
6 41.81 precipitation 0.1 14400 < th dose dependent rect. 14 3
7 41.84 precipitation 0.1 14400 > th dose independent rect. 11 6
8 41.86 humidity 70.0 1440 > th dose dependent rect. 10 3
12 41.87 humidity 80.0 1440 > th dose independent rect. 7 8
15 41.92 humidity 80.0 1440 < th dose independent rect. 7 8
21 41.96 precipitation 0.1 14400 < th dose independent rect. 11 6
23 41.96 precipitation 0.1 14400 < th dose dependent rect. 11 6
28 42.03 humidity 80.0 1440 > th dose independent rect. 5 10
34 42.07 precipitation 0.1 14400 > th dose dependent rect. 14 3
39 42.14 wind 1.0 43200 < th dose independent rect. 5 2
54 42.34 precipitation 0.1 14400 > th dose dependent rect. 11 6
58 42.38 wind 3.0 43200 < th dose dependent rect. 24 8
60 42.39 wind 3.0 14400 < th dose dependent rect. 2 3
65 42.43 humidity 80.0 1440 > th dose independent sin 3 NA
85 42.55 wind 3.0 43200 < th dose dependent rect. 4 4
90 42.59 precipitation 0.1 14400 > th dose independent rect. 11 9
96 42.62 humidity 80.0 1440 < th dose independent sin 3 NA
97 42.62 precipitation 0.1 14400 > th dose independent rect. 9 11
104 42.65 precipitation 0.1 14400 < th dose independent rect. 11 9
107 42.65 precipitation 0.1 14400 < th dose dependent rect. 11 9
119 42.68 precipitation 0.1 14400 < th dose independent rect. 9 11
121 42.68 precipitation 0.1 14400 < th dose dependent rect. 9 11
127 42.72 wind 1.0 43200 > th dose independent rect. 5 1
148 42.84 precipitation 0.1 14400 > th dose independent sin 22 NA
168 42.90 precipitation 0.1 14400 < th dose independent sin 22 NA
169 42.90 precipitation 0.1 14400 < th dose dependent sin 22 NA
183 42.93 wind 3.0 14400 < th dose dependent rect. 24 5
220 43.03 wind 1.0 43200 > th dose dependent rect. 5 2
262 43.17 humidity 70.0 1440 > th dose dependent sin 2 NA
309 43.31 wind 1.0 43200 > th dose independent rect. 24 13
379 43.51 precipitation 0.1 14400 > th dose dependent rect. 13 7
386 43.52 precipitation 0.1 14400 > th dose dependent rect. 9 11
418 43.57 wind 1.0 43200 > th dose independent rect. 3 10
446 43.61 humidity 70.0 1440 > th dose independent rect. 11 1
463 43.64 precipitation 0.1 14400 > th dose dependent sin 0 NA
484 43.69 wind 1.0 43200 < th dose independent rect. 1 12
563 43.87 humidity 70.0 1440 > th dose independent rect. 19 18
586 43.92 humidity 80.0 1440 < th dose independent rect. 10 3
624 44.00 wind 3.0 43200 < th dose dependent sin 7 NA
659 44.05 wind 3.0 14400 < th dose independent rect. 24 1
779 44.22 humidity 70.0 4320 < th dose independent rect. 15 1
859 44.32 wind 1.0 43200 > th dose independent rect. 1 1
884 44.34 humidity 80.0 14400 > th dose independent rect. 14 1
989 44.46 wind 1.0 43200 < th dose independent rect. 1 8
990 44.46 wind 1.0 43200 < th dose independent rect. 3 10