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Os12g0145700

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

Description : Pyruvate kinase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.7 (0.0235) R2 : 0.431
β1 : -0.926 (0.0861) R2dD : 0.15 R2D : 0.11
β2 : 0.849 (0.0557) R2dC : 0.29 R2C : 0.275
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.206 (0.0502) R2dN8 : 0.0283 R2N8 : -0.00237
σ : 0.442
deviance : 89.08
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C
peak time of C : 23.7
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 = temperature, 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
72.06 0.399 11.7 -0.999 0.971 1.2 0.242 2.21 -0.0948 23.8 23.9 963 -- --
77.15 0.409 11.6 -0.67 0.962 0.872 -0.119 -- -0.0374 23.6 24.9 894 -- --
72.29 0.396 11.7 -0.982 0.967 1.18 -- 2.07 -0.0918 23.7 23.9 969 -- --
77.19 0.409 11.6 -0.682 0.966 0.912 -- -- -0.0255 23.7 24.97 948 -- --
101.52 0.472 11.6 -0.731 -- 1.5 -- 0.733 -0.024 -- 61.13 2 -- --
89.02 0.442 11.7 -0.931 0.848 -- -0.12 -- -0.207 23.7 -- -- -- --
89.08 0.442 11.7 -0.926 0.849 -- -- -- -0.206 23.7 -- -- -- --
101.96 0.47 11.6 -0.629 -- 1.5 -- -- 0.00486 -- 51.25 2 -- --
87.19 0.435 11.6 -- 0.993 1.21 -- -- 0.109 23.7 24.9 967 -- --
134.4 0.542 11.6 -0.902 -- -- -- -- -0.196 -- -- -- -- --
111.7 0.494 11.6 -- 0.838 -- -- -- -0.103 23.7 -- -- -- --
111.82 0.492 11.6 -- -- 1.7 -- -- 0.0971 -- 57.75 2 -- --
155.85 0.583 11.6 -- -- -- -- -- -0.0959 -- -- -- -- --

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 71.10 temperature 10 720 > th dose dependent rect. 23 10
2 71.27 temperature 10 720 > th dose dependent rect. 1 8
3 71.33 temperature 25 720 < th dose dependent rect. 1 17
20 71.71 temperature 25 720 < th dose dependent sin 4 NA
50 72.13 temperature 30 720 < th dose dependent rect. 24 7
60 72.23 temperature 20 720 > th dose dependent rect. 23 10
67 72.31 temperature 15 720 > th dose dependent rect. 23 12
107 72.63 temperature 20 10 > th dose dependent rect. 23 21
111 72.69 temperature 25 30 > th dose independent rect. 1 19
121 72.76 temperature 10 720 > th dose dependent rect. 21 14
130 72.83 temperature 10 720 > th dose dependent sin 7 NA
134 72.85 temperature 20 10 > th dose dependent rect. 3 17
141 72.89 temperature 25 720 < th dose dependent rect. 3 4
154 72.98 temperature 10 720 > th dose dependent rect. 21 16
178 73.11 temperature 15 720 > th dose dependent rect. 23 16
211 73.29 temperature 10 720 > th dose dependent rect. 21 18
263 73.58 temperature 25 720 < th dose dependent rect. 15 23
266 73.59 temperature 25 720 < th dose dependent rect. 17 23
269 73.60 temperature 25 720 < th dose dependent no NA NA
289 73.66 temperature 25 720 < th dose dependent rect. 13 23
303 73.73 temperature 25 270 > th dose independent rect. 1 16
327 73.83 temperature 25 720 < th dose dependent rect. 9 23
332 73.85 temperature 20 10 > th dose dependent rect. 7 13
345 73.90 temperature 25 1440 < th dose dependent rect. 10 19
366 73.99 wind 1 4320 < th dose independent rect. 7 1
389 74.06 temperature 10 10 > th dose dependent rect. 21 23
393 74.07 temperature 25 720 < th dose dependent rect. 6 23
400 74.10 temperature 25 10 > th dose independent rect. 23 21
419 74.15 temperature 20 720 > th dose independent rect. 3 6
441 74.22 temperature 25 1440 < th dose dependent rect. 13 16
451 74.26 temperature 25 1440 < th dose dependent rect. 15 14
475 74.31 temperature 20 10 > th dose dependent rect. 1 19
483 74.33 temperature 25 1440 < th dose dependent sin 16 NA
484 74.33 wind 1 4320 < th dose dependent rect. 7 1
553 74.47 temperature 25 270 > th dose independent rect. 6 12
597 74.52 temperature 20 1440 > th dose dependent rect. 24 3
639 74.57 temperature 20 270 > th dose dependent sin 2 NA
662 74.60 temperature 25 1440 < th dose dependent rect. 20 9
772 74.76 temperature 20 1440 > th dose independent rect. 20 11
774 74.76 temperature 10 1440 > th dose dependent rect. 23 6
813 74.81 temperature 25 270 < th dose independent sin 2 NA
832 74.84 temperature 30 1440 < th dose dependent rect. 1 1
838 74.85 temperature 20 720 < th dose independent rect. 3 18
842 74.86 temperature 25 270 > th dose independent sin 2 NA
862 74.88 temperature 20 1440 < th dose independent rect. 20 11
869 74.88 temperature 20 270 > th dose dependent rect. 3 14
882 74.90 temperature 25 4320 < th dose independent rect. 2 1
891 74.90 temperature 30 90 < th dose dependent rect. 24 23
919 74.95 temperature 20 1440 > th dose independent rect. 13 18
976 75.00 temperature 15 1440 > th dose dependent rect. 4 1
993 75.02 wind 1 4320 > th dose independent rect. 7 1