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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.

Os07g0257200

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

Description : Similar to OsNramp1 (Integral membrane protein).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.03 (0.0887) R2 : 0.686
β1 : -6.03 (0.603) R2dD : 0.594 R2D : -0.547
β2 : 4.6 (0.15) R2dC : 0.656 R2C : 0.51
β3 : 2.76 (0.325) R2dE : 0.174 R2E : -0.27
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -23.4 (2.48) R2dD*E : 0.579 R2D*E : -0.5
γ1 : -0.77 (0.155) R2dN8 : 0.0369 R2N8 : -0.0809
σ : 1.07
deviance : 528.79
__
_____
C
peak time of C : 5.68
E
wheather : temperature
threshold : 26.93
memory length : 4762
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 = temperature, 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
526.15 1.08 7.03 -6.01 4.58 2.7 1.07 -22.9 -0.786 5.69 26.8 4720 -- --
619.56 1.17 6.39 -0.561 4.24 -0.965 0.97 -- 0.127 5.89 26.8 4720 -- --
528.79 1.07 7.03 -6.03 4.6 2.76 -- -23.4 -0.77 5.68 26.93 4762 -- --
562.81 1.1 6.36 1.14 4.46 -1.73 -- -- 0.335 5.7 34.63 47520 -- --
1384.13 1.74 6.48 -0.848 -- -2.78 -- -6.11 0.327 -- 24.2 4339 -- --
632.5 1.18 6.39 -0.683 4.45 -- 1.24 -- 0.114 5.72 -- -- -- --
636.29 1.18 6.39 -0.676 4.46 -- -- -- 0.109 5.71 -- -- -- --
1404.83 1.75 6.39 -0.0693 -- -3.23 -- -- 0.554 -- 24.2 4339 -- --
578.36 1.12 6.34 -- 4.46 -1.14 -- -- 0.359 5.69 33.2 47520 -- --
1667.8 1.91 6.46 -0.536 -- -- -- -- 0.215 -- -- -- -- --
648.34 1.19 6.38 -- 4.45 -- -- -- 0.184 5.71 -- -- -- --
1404.95 1.75 6.38 -- -- -3.24 -- -- 0.563 -- 24.2 4339 -- --
1675.36 1.91 6.45 -- -- -- -- -- 0.274 -- -- -- -- --

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
1 503.54 wind 7 43200 < th dose dependent rect. 13 1
2 505.20 wind 1 43200 > th dose dependent rect. 13 1
3 505.34 wind 3 43200 > th dose independent rect. 13 1
5 506.22 wind 5 43200 < th dose independent rect. 14 1
13 509.88 temperature 25 43200 > th dose independent rect. 9 1
17 510.54 temperature 25 43200 > th dose independent rect. 6 5
19 510.73 temperature 25 43200 > th dose dependent rect. 11 1
22 510.98 temperature 25 43200 < th dose independent rect. 6 5
23 511.06 wind 1 43200 < th dose independent rect. 9 3
26 511.20 temperature 20 43200 > th dose dependent rect. 4 1
31 511.52 temperature 25 43200 < th dose independent rect. 8 2
39 511.69 temperature 25 43200 > th dose independent rect. 1 12
44 511.84 temperature 25 43200 < th dose independent rect. 3 9
56 512.01 wind 1 43200 > th dose independent rect. 2 1
59 512.04 wind 3 43200 > th dose independent rect. 11 4
64 512.09 temperature 25 43200 < th dose independent rect. 1 12
79 512.40 temperature 25 43200 > th dose independent rect. 21 17
86 512.49 temperature 25 43200 > th dose independent sin 6 NA
94 512.58 temperature 25 43200 < th dose independent rect. 20 18
111 512.73 temperature 25 43200 < th dose independent sin 6 NA
112 512.73 wind 1 43200 > th dose independent rect. 9 3
120 512.78 wind 5 43200 < th dose independent rect. 13 4
158 513.17 wind 1 43200 < th dose independent rect. 2 1
231 513.85 humidity 90 43200 > th dose dependent rect. 4 4
308 514.42 temperature 25 43200 > th dose independent rect. 12 23
351 514.66 temperature 25 43200 > th dose independent rect. 24 23
357 514.71 temperature 25 43200 > th dose independent no NA NA
362 514.73 temperature 25 43200 > th dose dependent sin 3 NA
371 514.79 temperature 25 43200 > th dose independent rect. 5 23
396 514.90 temperature 25 43200 < th dose independent rect. 24 23
399 514.91 temperature 25 43200 < th dose independent no NA NA
402 514.91 temperature 25 43200 > th dose independent rect. 8 23
416 514.96 humidity 90 43200 > th dose dependent rect. 5 2
430 515.02 temperature 25 43200 < th dose independent rect. 3 23
431 515.03 temperature 25 43200 < th dose independent rect. 5 23
436 515.07 temperature 25 43200 < th dose independent rect. 8 23
494 515.33 temperature 20 43200 > th dose dependent sin 9 NA
553 515.61 wind 5 43200 > th dose independent rect. 16 1
602 515.83 temperature 20 43200 > th dose dependent rect. 21 1
684 516.19 temperature 25 43200 < th dose independent sin 15 NA
724 516.36 temperature 25 43200 > th dose independent sin 15 NA
751 516.48 wind 5 43200 < th dose independent rect. 16 1
807 516.68 wind 3 43200 < th dose dependent rect. 20 2
864 516.92 humidity 90 43200 > th dose dependent rect. 2 21
993 517.48 temperature 25 43200 < th dose independent rect. 15 8