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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.

Os04g0574200

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

Description : Beta-Ig-H3/fasciclin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.91 (0.0458) R2 : 0.393
β1 : -- (--) R2dD : -- R2D : --
β2 : 1 (0.118) R2dC : 0.106 R2C : 0.156
β3 : -1.78 (0.141) R2dE : 0.246 R2E : 0.283
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.162 (0.0986) R2dN8 : 0.00613 R2N8 : -0.0115
σ : 0.852
deviance : 334.39
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_____
C
peak time of C : 19.7
E
wheather : temperature
threshold : 31.45
memory length : 958
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 = temperature, 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
317.23 0.837 3.78 1.83 1.05 -0.821 0.859 -8.31 0.242 19.6 31.72 943 -- --
332.92 0.85 3.84 1.05 1.02 -1.35 1.4 -- 0.278 18.5 31.5 1122 -- --
319.11 0.832 3.77 1.78 1.02 -0.886 -- -8.22 0.255 19.8 31.7 924 -- --
322.04 0.836 3.9 0.71 0.994 -1.69 -- -- 0.208 19.9 31.4 914 -- --
362.81 0.887 3.77 1.51 -- -1.44 -- -7.68 0.255 -- 31.39 806 -- --
420.38 0.961 3.97 1.1 1.31 -- 1.3 -- -0.018 20.1 -- -- -- --
425.43 0.966 3.97 1.07 1.3 -- -- -- -0.0179 20.2 -- -- -- --
365.54 0.89 3.87 0.672 -- -2.28 -- -- 0.254 -- 31.37 806 -- --
334.39 0.852 3.91 -- 1 -1.78 -- -- 0.162 19.7 31.45 958 -- --
519.38 1.06 3.93 1.06 -- -- -- -- -0.0327 -- -- -- -- --
455.39 0.998 3.99 -- 1.3 -- -- -- -0.137 20.3 -- -- -- --
377.16 0.905 3.88 -- -- -2.37 -- -- 0.195 -- 31.38 809 -- --
548.84 1.09 3.96 -- -- -- -- -- -0.15 -- -- -- -- --

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
1 322.51 temperature 30 720 > th dose independent sin 11 NA
2 322.80 temperature 25 720 > th dose dependent rect. 17 18
10 324.58 temperature 30 720 < th dose independent sin 11 NA
36 327.50 temperature 30 720 < th dose independent rect. 15 16
37 327.50 temperature 30 720 > th dose independent rect. 16 18
38 327.76 temperature 25 720 > th dose dependent sin 17 NA
50 328.16 temperature 25 720 > th dose dependent rect. 7 19
93 328.79 temperature 25 720 > th dose dependent no NA NA
96 328.83 temperature 25 720 > th dose dependent rect. 1 23
139 329.93 temperature 30 720 > th dose dependent sin 11 NA
141 329.97 temperature 25 720 > th dose dependent rect. 17 2
151 330.18 temperature 25 720 > th dose dependent rect. 21 23
154 330.22 temperature 30 1440 > th dose dependent rect. 11 8
189 330.34 temperature 30 720 < th dose independent rect. 11 15
232 330.49 temperature 30 720 < th dose independent rect. 16 9
384 330.84 temperature 30 720 < th dose independent rect. 5 21
399 330.99 temperature 30 1440 > th dose dependent rect. 13 1
424 331.13 temperature 30 720 > th dose independent rect. 15 4
473 331.57 temperature 30 720 < th dose independent rect. 15 22
478 331.63 temperature 25 1440 > th dose dependent rect. 6 2
527 332.08 temperature 30 720 < th dose independent rect. 13 13
556 332.21 temperature 30 720 > th dose independent rect. 11 8
631 332.72 temperature 30 1440 < th dose independent rect. 9 3
635 332.78 temperature 30 720 < th dose independent rect. 11 20
636 332.81 temperature 30 1440 < th dose independent rect. 17 20
688 333.14 radiation 20 1440 > th dose independent rect. 16 1
743 333.44 temperature 30 720 < th dose independent rect. 5 18
751 333.54 temperature 30 720 < th dose independent rect. 10 23
757 333.63 temperature 30 1440 > th dose independent rect. 10 2
758 333.64 temperature 30 1440 > th dose independent rect. 9 4
759 333.64 radiation 30 1440 < th dose independent rect. 21 11
795 333.87 temperature 30 720 < th dose independent rect. 11 10
821 334.08 temperature 30 720 < th dose independent rect. 11 8
950 335.04 temperature 30 1440 < th dose independent rect. 20 17
954 335.06 temperature 30 1440 < th dose independent rect. 16 13
955 335.07 temperature 30 720 < th dose independent no NA NA
956 335.07 temperature 30 1440 < th dose independent rect. 6 7
974 335.16 temperature 30 1440 < th dose independent rect. 1 12
978 335.18 temperature 30 720 > th dose independent no NA NA