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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.

Os01g0941800

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

Description : Phosphoesterase At2g46880 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.32 (0.0698) R2 : 0.658
β1 : -6.91 (0.272) R2dD : 0.585 R2D : 0.208
β2 : 1.84 (0.164) R2dC : 0.0953 R2C : -0.00452
β3 : -3.25 (0.323) R2dE : 0.0867 R2E : -0.0913
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 11.9 (1.21) R2dD*E : 0.0849 R2D*E : -0.203
γ1 : -2.66 (0.157) R2dN8 : 0.331 R2N8 : -0.0116
σ : 1.29
deviance : 761.85
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_____
C
peak time of C : 0.538
E
wheather : radiation
threshold : 9.953
memory length : 1230
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 17.1
open length of G : --

__

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 = sin)

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
751.27 1.29 5.32 -6.96 1.84 -3.32 -1.6 12.1 -2.67 0.428 9.99 1231 17 --
899.47 1.4 5.23 -6.3 2.27 -3.26 -1.22 -- -2.38 0.557 20 1018 16.5 --
761.85 1.29 5.32 -6.91 1.84 -3.25 -- 11.9 -2.66 0.538 9.953 1230 17.1 --
897.44 1.4 5.22 -5.98 2.08 -3.27 -- -- -2.3 0.865 9.481 1003 17.2 --
887.47 1.39 5.37 -6.53 -- -3.5 -- 8.81 -2.57 -- 8.242 1023 19.8 --
1035.96 1.51 5.17 -5.86 1.68 -- -1.06 -- -1.93 23.8 -- -- -- --
1040.24 1.51 5.17 -5.82 1.69 -- -- -- -1.93 24 -- -- -- --
959.66 1.44 5.21 -6.08 -- -3.64 -- -- -2.27 -- 20 1049 22.2 --
1834.97 2 5.12 -- 1.75 -2.7 -- -- -1.6 0.423 10.01 1004 17.5 --
1219.33 1.63 5.13 -5.76 -- -- -- -- -1.91 -- -- -- -- --
1931.79 2.06 5.02 -- 1.61 -- -- -- -1.28 23.8 -- -- -- --
1839.12 2 4.99 -- -- -3.11 -- -- -1.54 -- 20 1370 6.48 --
2095.66 2.14 4.99 -- -- -- -- -- -1.27 -- -- -- -- --

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
1 763.77 radiation 10 1440 < th dose independent rect. 16 1
3 764.91 radiation 10 720 < th dose dependent rect. 5 19
6 777.62 radiation 10 1440 < th dose dependent rect. 9 22
8 780.42 radiation 10 1440 < th dose dependent sin 22 NA
13 782.92 radiation 10 1440 < th dose dependent rect. 8 17
14 783.07 radiation 10 1440 < th dose dependent rect. 8 19
18 783.29 radiation 10 1440 < th dose dependent rect. 8 15
19 783.34 radiation 10 1440 < th dose dependent rect. 8 11
37 785.32 radiation 10 1440 < th dose independent rect. 15 10
40 785.59 radiation 10 1440 < th dose independent rect. 15 12
45 786.02 radiation 10 1440 < th dose independent rect. 15 4
47 786.05 radiation 10 1440 < th dose independent rect. 15 8
95 793.00 radiation 10 720 < th dose dependent rect. 3 14
104 793.50 radiation 10 1440 < th dose dependent rect. 21 23
106 793.52 radiation 10 1440 < th dose dependent rect. 24 23
110 793.56 radiation 10 1440 < th dose dependent rect. 24 19
113 793.58 radiation 10 1440 < th dose dependent no NA NA
129 793.76 radiation 10 1440 < th dose dependent rect. 2 18
153 794.11 radiation 40 1440 < th dose dependent rect. 11 1
176 795.57 radiation 10 1440 < th dose independent sin 15 NA
189 796.50 radiation 10 1440 < th dose dependent rect. 15 23
358 803.24 radiation 10 1440 < th dose dependent sin 14 NA
386 805.33 radiation 20 1440 < th dose independent rect. 10 22
389 805.60 radiation 30 1440 < th dose independent rect. 11 1
406 806.34 radiation 10 1440 < th dose independent rect. 12 19
411 806.71 radiation 1 1440 > th dose dependent rect. 11 1
436 808.36 radiation 20 1440 < th dose independent rect. 15 23
483 810.65 radiation 20 1440 < th dose independent rect. 13 23
490 810.94 radiation 20 1440 > th dose independent rect. 11 1
539 812.85 radiation 20 1440 < th dose independent rect. 7 18
541 812.91 radiation 10 1440 < th dose dependent rect. 16 1
542 812.92 radiation 20 1440 < th dose independent rect. 7 11
546 812.96 radiation 20 1440 < th dose independent rect. 7 16
547 812.99 radiation 20 1440 < th dose independent rect. 7 13
604 814.26 radiation 20 1440 < th dose independent rect. 21 21
607 814.28 radiation 20 1440 < th dose independent rect. 19 23
608 814.29 radiation 20 1440 < th dose independent rect. 24 18
618 814.32 radiation 20 1440 < th dose independent rect. 24 23
625 814.36 radiation 20 1440 < th dose independent no NA NA
642 814.42 radiation 20 1440 < th dose independent rect. 2 18
906 818.10 radiation 1 1440 > th dose dependent rect. 10 22
947 819.36 radiation 1 1440 > th dose dependent rect. 14 22
983 820.58 radiation 10 1440 < th dose dependent rect. 9 5
993 820.94 radiation 1 1440 > th dose dependent rect. 16 1
999 821.18 radiation 30 14400 > th dose dependent rect. 7 1