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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.

Os10g0509800

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.97 (0.0325) R2 : 0.63
β1 : 0.396 (0.137) R2dD : 0.00993 R2D : 0.0156
β2 : 1.98 (0.0823) R2dC : 0.472 R2C : 0.458
β3 : 0.729 (0.137) R2dE : 0.0256 R2E : 0.00744
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 4.6 (0.488) R2dD*E : 0.102 R2D*E : 0.125
γ1 : -0.115 (0.0684) R2dN8 : 0.00317 R2N8 : -0.00795
σ : 0.589
deviance : 159.99
__
_____
C
peak time of C : 18
E
wheather : atmosphere
threshold : 992.1
memory length : 18452
response mode : > th
dose dependency : dose dependent
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 = atmosphere, 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
157.29 0.589 5.97 0.411 1.97 0.727 1.06 4.58 -0.12 18 993.6 18569 -- --
178.73 0.623 5.87 1.18 1.99 1.23 1.07 -- 0.078 18 975.3 13587 -- --
159.99 0.589 5.97 0.396 1.98 0.729 -- 4.6 -0.115 18 992.1 18452 -- --
181.57 0.628 5.87 1.17 1.99 1.24 -- -- 0.0863 18 977 13561 -- --
362.86 0.887 5.92 0.294 -- 0.804 -- 4.67 -0.14 -- 987 17049 -- --
207.52 0.675 5.88 0.892 1.97 -- 1.06 -- 0.029 18 -- -- -- --
210.26 0.679 5.88 0.882 1.98 -- -- -- 0.0328 18 -- -- -- --
385.61 0.915 5.83 1.12 -- 1.2 -- -- 0.0517 -- 982.8 14104 -- --
215.15 0.683 5.9 -- 1.97 0.88 -- -- -0.0532 18 976.2 13402 -- --
413.23 0.95 5.85 0.825 -- -- -- -- -0.0121 -- -- -- -- --
230.76 0.711 5.9 -- 1.97 -- -- -- -0.0655 18.1 -- -- -- --
415.6 0.949 5.87 -- -- 0.882 -- -- -0.103 -- 994.8 12693 -- --
431.16 0.969 5.87 -- -- -- -- -- -0.104 -- -- -- -- --

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
1 156.29 precipitation 0.1 43200 > th dose dependent rect. 17 1
2 156.39 precipitation 0.1 43200 < th dose independent rect. 17 1
3 156.39 precipitation 0.1 43200 < th dose dependent rect. 17 1
4 156.48 precipitation 0.1 43200 > th dose independent rect. 17 1
5 160.98 atmosphere 995.0 14400 > th dose dependent rect. 23 1
7 161.04 atmosphere 1015.0 14400 < th dose dependent rect. 23 1
14 161.33 atmosphere 1015.0 14400 < th dose dependent rect. 7 1
16 161.38 atmosphere 995.0 14400 > th dose dependent rect. 7 1
35 161.71 atmosphere 1015.0 14400 < th dose dependent rect. 9 1
39 161.74 atmosphere 995.0 14400 > th dose dependent rect. 9 1
87 161.97 atmosphere 995.0 14400 > th dose dependent rect. 5 19
89 161.98 atmosphere 995.0 14400 > th dose dependent rect. 20 15
91 161.98 atmosphere 1015.0 14400 < th dose dependent rect. 5 19
97 161.99 atmosphere 1015.0 14400 < th dose dependent rect. 20 14
132 162.03 atmosphere 995.0 14400 > th dose dependent rect. 5 11
133 162.03 atmosphere 1015.0 14400 < th dose dependent rect. 5 11
138 162.04 atmosphere 1000.0 14400 < th dose dependent rect. 3 1
193 162.07 atmosphere 995.0 14400 > th dose dependent rect. 20 20
236 162.09 atmosphere 1015.0 14400 < th dose dependent rect. 20 20
349 162.15 atmosphere 995.0 14400 > th dose dependent sin 2 NA
384 162.16 atmosphere 995.0 14400 > th dose dependent no NA NA
385 162.16 atmosphere 1015.0 14400 < th dose dependent sin 7 NA
386 162.16 atmosphere 1015.0 14400 < th dose dependent sin 2 NA
449 162.18 atmosphere 1015.0 14400 < th dose dependent no NA NA
450 162.18 atmosphere 1000.0 14400 < th dose dependent rect. 23 1
490 162.19 atmosphere 995.0 14400 > th dose dependent rect. 9 23
540 162.21 atmosphere 1015.0 14400 < th dose dependent rect. 9 23
837 162.37 atmosphere 1000.0 14400 < th dose dependent rect. 23 6
936 162.45 atmosphere 1015.0 14400 < th dose dependent rect. 15 1
949 162.46 atmosphere 995.0 14400 > th dose dependent rect. 15 1