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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.

Os04g0556400

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

Description : Similar to Cis-zeatin O-glucosyltransferase 1 (EC 2.4.1.215) (cisZOG1).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.8 (0.0448) R2 : 0.521
β1 : 1.9 (0.216) R2dD : 0.17 R2D : 0.226
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.79 (0.114) R2dE : 0.319 R2E : 0.0812
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 2.82 (0.415) R2dD*E : 0.102 R2D*E : 0.162
γ1 : 0.139 (0.1) R2dN8 : 0.00349 R2N8 : -0.0208
σ : 0.772
deviance : 274.94
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 1012
memory length : 9745
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 = atmosphere, 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
272.74 0.776 3.8 1.86 0.00993 1.79 -0.714 2.83 0.134 0.439 1012 9745 -- --
301.27 0.808 3.7 2.74 0.029 1.8 -0.789 -- 0.292 0.867 1012 19842 -- --
274.91 0.772 3.8 1.9 0.0195 1.8 -- 2.85 0.137 0.95 1012 9742 -- --
300.03 0.807 3.69 2.89 0.0121 1.79 -- -- 0.378 0.671 1012 19787 -- --
274.94 0.772 3.8 1.9 -- 1.79 -- 2.82 0.139 -- 1012 9745 -- --
436.64 0.98 3.81 2.12 0.0392 -- 0.901 -- -0.163 13.1 -- -- -- --
439.81 0.982 3.8 2.15 0.072 -- -- -- -0.16 9.03 -- -- -- --
300.04 0.807 3.69 2.89 -- 1.79 -- -- 0.377 -- 1012 19787 -- --
496.86 1.04 3.72 -- 0.0143 1.58 -- -- 0.19 0.0606 1011 15809 -- --
440.11 0.98 3.81 2.15 -- -- -- -- -0.159 -- -- -- -- --
561.35 1.11 3.86 -- 0.0858 -- -- -- -0.399 7.05 -- -- -- --
494.18 1.04 3.77 -- -- 1.38 -- -- 0.00817 -- 1011 15811 -- --
561.73 1.11 3.86 -- -- -- -- -- -0.397 -- -- -- -- --

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
1 268.92 humidity 80.0 43200 > th dose independent rect. 17 1
2 269.76 humidity 80.0 43200 < th dose independent rect. 17 1
8 272.46 atmosphere 1010.0 14400 > th dose independent rect. 15 1
15 275.25 precipitation 0.1 43200 < th dose independent rect. 17 11
16 275.25 precipitation 0.1 43200 < th dose dependent rect. 17 11
17 275.26 precipitation 0.1 43200 > th dose independent rect. 17 11
19 275.81 radiation 1.0 43200 < th dose independent rect. 17 12
25 275.87 radiation 1.0 43200 < th dose independent rect. 17 5
29 275.91 radiation 1.0 43200 < th dose independent rect. 17 2
31 275.91 precipitation 0.1 43200 > th dose dependent rect. 20 8
47 276.30 precipitation 0.1 43200 > th dose dependent rect. 17 11
57 277.13 precipitation 0.1 43200 > th dose independent rect. 23 1
58 277.13 precipitation 0.1 43200 > th dose dependent rect. 23 1
62 277.25 precipitation 0.1 43200 < th dose independent rect. 23 1
63 277.25 precipitation 0.1 43200 < th dose dependent rect. 23 1
67 277.66 humidity 90.0 43200 > th dose independent rect. 5 1
74 277.85 atmosphere 1010.0 14400 > th dose dependent rect. 11 1
76 277.93 radiation 40.0 43200 < th dose dependent rect. 18 4
90 278.08 precipitation 0.1 43200 > th dose dependent rect. 17 3
91 278.10 radiation 40.0 43200 < th dose dependent rect. 18 6
98 278.29 humidity 50.0 43200 > th dose dependent rect. 17 1
103 278.45 radiation 1.0 43200 > th dose independent rect. 17 1
107 278.52 radiation 1.0 43200 > th dose independent rect. 17 12
125 278.58 precipitation 0.1 43200 > th dose dependent sin 13 NA
131 278.67 humidity 90.0 43200 < th dose independent rect. 5 1
160 278.91 radiation 1.0 43200 < th dose dependent rect. 17 12
186 279.20 humidity 50.0 43200 < th dose independent rect. 11 1
201 279.32 precipitation 0.1 43200 > th dose dependent rect. 13 15
218 279.41 precipitation 0.1 43200 > th dose independent rect. 19 8
221 279.45 precipitation 0.1 43200 < th dose independent rect. 19 8
222 279.45 precipitation 0.1 43200 < th dose dependent rect. 19 8
228 279.47 atmosphere 1010.0 14400 > th dose dependent rect. 8 12
230 279.48 atmosphere 1010.0 14400 < th dose independent rect. 15 1
253 279.68 radiation 1.0 43200 < th dose independent sin 15 NA
258 279.70 precipitation 0.1 43200 < th dose independent sin 14 NA
259 279.70 precipitation 0.1 43200 < th dose dependent sin 14 NA
262 279.71 precipitation 0.1 43200 > th dose independent sin 14 NA
266 279.74 precipitation 0.1 43200 > th dose independent rect. 19 5
283 279.85 radiation 1.0 43200 > th dose dependent rect. 17 12
286 279.88 humidity 90.0 43200 > th dose dependent rect. 5 1
291 279.91 precipitation 0.1 43200 < th dose independent rect. 19 5
297 279.91 precipitation 0.1 43200 < th dose dependent rect. 19 5
318 279.98 humidity 50.0 43200 > th dose independent rect. 11 1
326 280.03 radiation 1.0 43200 > th dose dependent rect. 17 2
343 280.07 atmosphere 1010.0 14400 > th dose dependent rect. 19 1
364 280.23 atmosphere 1010.0 14400 > th dose dependent sin 22 NA
389 280.39 humidity 80.0 43200 > th dose dependent rect. 18 2
409 280.49 radiation 20.0 43200 < th dose dependent rect. 17 12
419 280.54 humidity 90.0 43200 < th dose dependent rect. 17 2
453 280.72 humidity 90.0 43200 > th dose independent rect. 1 1
678 281.82 precipitation 0.1 43200 > th dose dependent rect. 7 21
695 281.87 radiation 1.0 43200 < th dose independent rect. 16 17
702 281.88 radiation 1.0 43200 < th dose independent rect. 16 19
745 282.05 radiation 1.0 43200 > th dose independent sin 14 NA
787 282.26 radiation 1.0 43200 < th dose independent rect. 8 22
848 282.47 radiation 1.0 43200 < th dose dependent sin 14 NA
869 282.57 precipitation 0.1 43200 > th dose dependent rect. 19 2
904 282.72 atmosphere 1010.0 14400 > th dose dependent no NA NA
925 282.78 atmosphere 1010.0 14400 > th dose dependent rect. 14 23
935 282.81 atmosphere 1010.0 14400 > th dose dependent rect. 18 23
937 282.82 radiation 1.0 43200 < th dose dependent rect. 2 4
951 282.89 humidity 60.0 43200 > th dose independent rect. 8 1
979 282.98 precipitation 0.1 43200 > th dose dependent rect. 19 5