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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.

Os10g0150300

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

Description : Protein of unknown function DUF1210 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.05 (0.0455) R2 : 0.119
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.24 (0.394) R2dE : 0.0624 R2E : 0.0349
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.557 (0.0959) R2dN8 : 0.0845 R2N8 : 0.0571
σ : 0.854
deviance : 336.24
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 1015
memory length : 725
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
328.81 0.852 3.05 -0.00501 0.366 3.15 -0.0786 2.05 0.549 7.7 1015 728 -- --
329.91 0.846 3.02 0.0574 0.337 2.53 -0.175 -- 0.616 7.73 1015 724 -- --
328.83 0.845 3.05 -0.00166 0.367 3.32 -- 2.38 0.549 7.71 1015 727 -- --
329.11 0.845 3.04 -0.00952 0.356 2.17 -- -- 0.556 7.62 1015 719 -- --
336 0.854 3.06 0.00861 -- 3.43 -- 2.48 0.553 -- 1015 735 -- --
352.07 0.88 3.05 -0.149 0.361 -- -0.298 -- 0.499 7.76 -- -- -- --
352.32 0.879 3.05 -0.157 0.361 -- -- -- 0.499 7.68 -- -- -- --
336.23 0.854 3.05 -0.0105 -- 2.23 -- -- 0.557 -- 1015 725 -- --
329.1 0.845 3.04 -- 0.362 2.17 -- -- 0.552 7.69 1015 716 -- --
359.35 0.886 3.06 -0.152 -- -- -- -- 0.504 -- -- -- -- --
352.97 0.879 3.05 -- 0.36 -- -- -- 0.517 7.71 -- -- -- --
336.24 0.854 3.05 -- -- 2.24 -- -- 0.557 -- 1015 725 -- --
359.96 0.886 3.06 -- -- -- -- -- 0.521 -- -- -- -- --

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
1 319.70 humidity 50 720 < th dose independent rect. 12 1
3 320.63 temperature 25 90 < th dose dependent rect. 10 14
4 321.12 humidity 70 4320 < th dose dependent rect. 19 1
5 321.31 humidity 50 720 < th dose dependent rect. 12 4
25 321.92 humidity 60 720 > th dose independent rect. 17 16
59 322.11 temperature 25 10 < th dose dependent rect. 11 14
60 322.14 humidity 60 1440 > th dose independent rect. 19 6
83 322.52 humidity 60 1440 > th dose independent rect. 18 1
105 322.60 humidity 60 1440 > th dose independent rect. 18 13
126 322.64 temperature 20 10 < th dose dependent sin 18 NA
136 322.75 humidity 60 1440 > th dose independent rect. 18 11
153 322.76 humidity 60 1440 > th dose independent rect. 18 9
178 322.96 humidity 60 720 < th dose independent rect. 17 3
257 323.31 temperature 10 30 > th dose dependent rect. 7 23
282 323.46 humidity 50 4320 < th dose independent rect. 17 1
300 323.49 humidity 50 720 < th dose dependent rect. 17 18
309 323.63 humidity 50 4320 > th dose independent rect. 17 16
314 323.72 humidity 50 720 < th dose independent rect. 17 1
631 324.65 atmosphere 1015 720 < th dose independent rect. 20 23
667 324.78 humidity 50 720 < th dose dependent sin 7 NA
809 325.54 humidity 90 30 > th dose independent rect. 11 14
889 326.31 temperature 15 270 > th dose dependent rect. 7 18
892 326.36 atmosphere 1010 10 < th dose independent sin 7 NA
901 326.51 temperature 15 270 > th dose dependent rect. 9 16
946 327.01 humidity 50 1440 > th dose independent rect. 12 1
948 327.03 atmosphere 1015 1440 < th dose independent rect. 22 3
950 327.11 atmosphere 1015 1440 > th dose independent rect. 22 3
955 327.17 wind 7 30 < th dose independent rect. 7 23
972 327.30 atmosphere 1015 720 < th dose independent rect. 11 23
987 327.58 atmosphere 1015 1440 > th dose independent rect. 22 1
991 327.65 atmosphere 1015 1440 < th dose independent rect. 22 1