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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os03g0437200

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

Description : Zinc finger, C2H2-type domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.04 (0.0622) R2 : 0.235
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.16 (0.268) R2dE : 0.252 R2E : 0.192
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.571 (0.135) R2dN8 : 0.0427 R2N8 : -0.0173
σ : 1.16
deviance : 617.66
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C
peak time of C : --
E
wheather : radiation
threshold : 6.454
memory length : 1151
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 8.52
open length of G : 9.33

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
604.67 1.16 4.04 -0.0419 0.26 3.07 1.54 -0.136 0.58 23.4 6.733 1172 8.43 9.31
604.15 1.14 4.04 -0.014 0.254 3.17 1.61 -- 0.553 23.3 6.099 1169 8.45 9.37
612.88 1.15 4.05 -0.134 0.309 3.14 -- 0.629 0.547 0.674 5.985 1165 8.43 9.37
613.44 1.15 4.05 -0.095 0.283 3.1 -- -- 0.556 0.826 6.078 1165 8.45 9.37
617.07 1.16 4.05 -0.136 -- 3.24 -- 0.721 0.56 -- 6.049 1151 8.52 9.35
778.17 1.31 4.16 -0.411 0.55 -- 0.945 -- 0.0821 0.375 -- -- -- --
781.78 1.31 4.16 -0.45 0.553 -- -- -- 0.076 0.842 -- -- -- --
617.55 1.16 4.05 -0.133 -- 3.17 -- -- 0.553 -- 6.521 1147 8.52 9.35
613.62 1.15 4.05 -- 0.275 3.14 -- -- 0.562 0.914 5.951 1165 8.45 9.35
800.85 1.32 4.15 -0.429 -- -- -- -- 0.0863 -- -- -- -- --
787.11 1.31 4.15 -- 0.546 -- -- -- 0.126 0.805 -- -- -- --
617.66 1.16 4.04 -- -- 3.16 -- -- 0.571 -- 6.454 1151 8.52 9.33
805.71 1.32 4.14 -- -- -- -- -- 0.134 -- -- -- -- --

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
1 633.12 radiation 10 1440 < th dose dependent rect. 9 9
3 633.49 radiation 10 1440 < th dose dependent rect. 9 15
4 633.50 radiation 10 1440 < th dose dependent rect. 9 18
5 633.51 radiation 10 1440 < th dose dependent rect. 9 12
14 635.35 radiation 10 1440 > th dose independent rect. 9 22
27 637.02 radiation 10 1440 > th dose independent rect. 8 10
55 638.19 radiation 10 1440 > th dose independent sin 21 NA
58 638.64 radiation 10 1440 < th dose dependent sin 19 NA
136 642.60 radiation 10 1440 > th dose independent no NA NA
234 643.49 radiation 1 1440 < th dose independent rect. 8 22
267 644.02 radiation 10 1440 > th dose independent rect. 16 23
411 646.62 radiation 10 1440 > th dose independent rect. 13 23
424 646.77 radiation 1 1440 < th dose independent rect. 8 19
425 646.79 radiation 1 1440 < th dose independent rect. 8 13
426 646.79 radiation 1 1440 < th dose independent rect. 8 16
428 646.82 radiation 1 1440 < th dose independent rect. 8 11
596 650.38 radiation 1 1440 < th dose independent sin 18 NA