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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.

Os01g0905300

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

Description : Exo70 exocyst complex subunit family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.58 (0.0521) R2 : 0.143
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.649 (0.124) R2dC : 0.0517 R2C : 0.0369
β3 : 3.06 (0.486) R2dE : 0.0757 R2E : 0.0675
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.35 (0.11) R2dN8 : 0.0248 R2N8 : 0.0258
σ : 0.977
deviance : 440.16
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_____
C
peak time of C : 12.3
E
wheather : precipitation
threshold : 0.7829
memory length : 295
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 = precipitation, 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
429.32 0.974 4.68 0.0134 0.614 11.9 -0.59 -31.9 -0.282 12.3 0.1753 283 -- --
466.02 1.01 4.58 0.515 0.601 1.52 -0.839 -- -0.34 12.3 0.1753 283 -- --
430.69 0.967 4.68 -0.0105 0.621 11.8 -- -31.4 -0.287 12.6 0.1783 283 -- --
437.17 0.974 4.57 0.331 0.656 2.91 -- -- -0.316 12.3 0.8146 295 -- --
454.45 0.993 4.7 -0.0649 -- 12.7 -- -35.6 -0.288 -- 0.1478 283 -- --
468.45 1.01 4.58 0.537 0.587 -- -0.916 -- -0.344 12.2 -- -- -- --
471.31 1.02 4.58 0.505 0.604 -- -- -- -0.346 13 -- -- -- --
463.47 1 4.58 0.346 -- 2.99 -- -- -0.33 -- 0.8295 276 -- --
440.16 0.977 4.58 -- 0.649 3.06 -- -- -0.35 12.3 0.7829 295 -- --
493.99 1.04 4.59 0.482 -- -- -- -- -0.358 -- -- -- -- --
478.03 1.02 4.59 -- 0.596 -- -- -- -0.402 12.9 -- -- -- --
466.55 1.01 4.59 -- -- 3.16 -- -- -0.366 -- 0.7927 276 -- --
500.13 1.04 4.6 -- -- -- -- -- -0.411 -- -- -- -- --

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
1 418.32 precipitation 0.1 270 > th dose independent rect. 14 14
20 422.65 precipitation 0.1 270 > th dose dependent rect. 14 15
66 425.06 precipitation 0.1 270 < th dose independent sin 13 NA
67 425.06 precipitation 0.1 270 < th dose dependent sin 13 NA
72 425.29 precipitation 0.1 270 > th dose independent sin 14 NA
89 426.83 precipitation 0.1 270 > th dose dependent sin 13 NA
118 429.69 precipitation 0.1 270 > th dose dependent rect. 19 23
123 429.84 precipitation 0.1 270 > th dose independent rect. 2 17
124 429.88 precipitation 0.1 270 > th dose dependent rect. 2 17
125 429.95 precipitation 0.1 270 > th dose dependent rect. 8 23
126 429.96 precipitation 0.1 270 < th dose independent sin 16 NA
127 429.96 precipitation 0.1 270 < th dose dependent sin 16 NA
134 430.26 precipitation 0.1 270 > th dose dependent rect. 23 20
142 430.57 precipitation 0.1 270 > th dose dependent rect. 2 20
153 430.76 precipitation 0.1 270 > th dose independent rect. 23 20
159 430.87 precipitation 0.1 270 > th dose dependent no NA NA
179 431.22 precipitation 0.1 270 > th dose dependent rect. 16 23
190 431.50 precipitation 0.1 270 > th dose independent rect. 14 7
196 431.65 temperature 30.0 90 > th dose dependent rect. 15 4
213 431.74 precipitation 0.1 270 > th dose independent rect. 14 5
230 432.28 temperature 30.0 270 > th dose dependent rect. 14 1
234 432.40 precipitation 0.1 270 > th dose independent rect. 8 21
244 432.75 precipitation 0.1 270 > th dose independent rect. 8 23
253 432.92 atmosphere 1010.0 270 < th dose dependent rect. 14 3
260 433.09 temperature 30.0 10 > th dose independent rect. 15 4
317 433.58 temperature 30.0 90 > th dose dependent sin 12 NA
331 433.80 precipitation 0.1 270 > th dose independent rect. 2 22
332 433.81 precipitation 0.1 270 > th dose dependent rect. 14 8
335 433.86 precipitation 0.1 270 < th dose independent rect. 16 23
336 433.86 precipitation 0.1 270 < th dose dependent rect. 16 23
346 434.00 precipitation 0.1 270 > th dose independent rect. 19 23
349 434.03 precipitation 0.1 270 > th dose independent rect. 6 23
355 434.10 wind 3.0 90 > th dose independent rect. 14 6
371 434.36 precipitation 0.1 270 > th dose independent no NA NA
372 434.36 precipitation 0.1 270 < th dose independent no NA NA
377 434.36 precipitation 0.1 270 < th dose dependent no NA NA
387 434.58 wind 1.0 90 > th dose dependent rect. 14 6
399 434.77 wind 3.0 90 > th dose independent rect. 12 8
404 434.79 precipitation 0.1 270 > th dose independent rect. 16 23
460 435.61 atmosphere 1015.0 30 < th dose dependent rect. 14 6
467 435.65 precipitation 0.1 270 > th dose dependent rect. 16 3
476 435.78 wind 3.0 90 > th dose dependent rect. 12 8
479 435.81 wind 3.0 270 > th dose independent rect. 14 4
486 435.90 precipitation 0.1 270 > th dose dependent sin 1 NA
495 436.04 atmosphere 995.0 10 > th dose independent rect. 20 21
518 436.44 wind 5.0 90 < th dose independent rect. 20 21
545 436.82 atmosphere 1015.0 30 < th dose dependent rect. 8 6
564 437.02 temperature 20.0 30 > th dose independent rect. 5 15
575 437.20 atmosphere 995.0 10 > th dose independent rect. 8 9
582 437.31 atmosphere 1010.0 270 < th dose dependent rect. 9 2
586 437.42 temperature 20.0 270 > th dose independent rect. 14 17
591 437.47 wind 1.0 270 > th dose dependent rect. 14 4
614 437.80 precipitation 0.1 270 > th dose independent sin 1 NA
640 438.08 precipitation 0.1 720 < th dose independent rect. 13 23
642 438.08 precipitation 0.1 720 < th dose dependent rect. 13 23
711 438.28 humidity 60.0 14400 > th dose independent rect. 21 8
751 438.34 atmosphere 1005.0 90 < th dose independent rect. 15 4
755 438.36 precipitation 0.1 720 < th dose independent rect. 8 23
756 438.36 precipitation 0.1 720 < th dose dependent rect. 8 23
763 438.38 wind 1.0 90 > th dose dependent rect. 14 9
771 438.44 temperature 30.0 10 < th dose independent rect. 11 15
777 438.50 wind 5.0 10 < th dose independent rect. 20 9
804 438.56 temperature 20.0 270 > th dose independent rect. 12 20
813 438.62 precipitation 0.1 270 < th dose independent sin 2 NA
815 438.62 precipitation 0.1 270 < th dose dependent sin 2 NA
822 438.65 radiation 10.0 1440 < th dose independent rect. 21 8
883 438.98 radiation 30.0 270 > th dose independent rect. 15 1
933 439.25 atmosphere 995.0 90 > th dose independent rect. 19 23
941 439.29 temperature 20.0 30 > th dose independent rect. 2 18
943 439.32 wind 1.0 90 > th dose dependent rect. 12 11
977 439.49 humidity 90.0 270 < th dose independent rect. 2 11