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The **spatialDE** package provides an R wrapper for the Python SpatialDE
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spe <- mockSVG(return_SPE = TRUE)
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de_results <- spatialDE(spe)
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head(de_results)
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-#> FSV M g l max_delta max_ll max_mu_hat max_s2_t_hat model n s2_FSV
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-#> 0 3.074688e-01 4 Gene_0002 0.5 2.239898e+00 27.113603 -55.03064 8.000749e+02 SE 100 3.73071016
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-#> 1 3.017120e-01 4 Gene_0004 0.5 2.301610e+00 35.763216 -57.36624 8.554689e+02 SE 100 1.99898724
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-#> 2 2.049747e-09 4 Gene_0006 0.5 4.851652e+08 -10.167477 -22.81806 1.073316e-06 SE 100 0.29282481
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-#> 3 6.858088e-01 4 Gene_0007 0.5 4.555970e-01 -14.364735 -15.97606 1.277957e+02 SE 100 2.47725743
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-#> 4 2.049747e-09 4 Gene_0008 0.5 4.851652e+08 -6.548344 -36.02852 2.675626e-06 SE 100 0.08574946
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-#> s2_logdelta time BIC max_ll_null LLR pval qval
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-#> 0 9.032307e+01 0.001175642 -35.80652 26.99552 0.118087315 0.7311183 0.9599889
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-#> 1 4.923999e+01 0.001230001 -53.10575 35.61040 0.152812057 0.6958624 0.9599889
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-#> 2 5.046415e+16 0.001981974 38.75563 -10.16999 0.002516789 0.9599888 0.9599889
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-#> 3 5.883172e+01 0.001137972 47.15015 -15.09198 0.727241191 0.3937789 0.9599889
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-#> 4 1.477769e+16 0.002668858 31.51737 -6.55086 0.002516785 0.9599889 0.9599889
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-#> [ reached 'max' / getOption("max.print") -- omitted 1 rows ]
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+#> FSV M g l max_delta max_ll max_mu_hat max_s2_t_hat
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+#> 0 4.946946e-01 4 Gene_0001 0.5 1.015796e+00 -7.715790 -47.30293 8.742130e+02
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+#> 1 2.049747e-09 4 Gene_0002 0.5 4.851652e+08 -17.352297 -26.79089 1.479568e-06
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+#> 2 2.049747e-09 4 Gene_0003 0.5 4.851652e+08 -9.481849 -38.45693 3.048459e-06
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+#> 3 2.049747e-09 4 Gene_0004 0.5 4.851652e+08 -14.894579 -35.35717 2.576871e-06
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+#> 4 2.049747e-09 4 Gene_0005 0.5 4.851652e+08 13.885792 -55.54492 6.359242e-06
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+#> 5 2.049747e-09 4 Gene_0006 0.5 4.851652e+08 11.482157 -57.63152 6.845996e-06
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+#> model n s2_FSV s2_logdelta time BIC max_ll_null
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+#> 0 SE 100 53.9651552 1.010988e+03 0.000910759 33.852260 -7.742764
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+#> 1 SE 100 0.3600476 6.204903e+16 0.001962900 53.125275 -17.354814
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+#> 2 SE 100 0.1909887 3.291416e+16 0.001904011 37.384378 -9.484365
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+#> 3 SE 100 7.6755366 1.322769e+18 0.001726151 48.209838 -14.897096
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+#> 4 SE 100 0.2844247 4.901652e+16 0.001929998 -9.350904 13.883275
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+#> 5 SE 100 0.1535535 2.646274e+16 0.002086878 -4.543633 11.479640
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+#> LLR pval qval
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+#> 0 0.026974403 0.8695431 0.9599889
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+#> 1 0.002516789 0.9599888 0.9599889
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+#> 2 0.002516788 0.9599888 0.9599889
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+#> 3 0.002516792 0.9599888 0.9599889
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+#> 4 0.002516789 0.9599888 0.9599889
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+#> 5 0.002516787 0.9599888 0.9599889
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```
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## Citation
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-<!-- TODO: update once pkg on BioC -->
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Below is the citation output from using `citation('spatialDE')` in R.
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Please run this yourself to check for any updates on how to cite
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**spatialDE**.
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- Davide Corso, Milan Malfait and Lambda Moses (2021). spatialDE: R wrapper for
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+ Corso D, Malfait M, Moses L (2021). _spatialDE: R wrapper for
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A BibTeX entry for LaTeX users is
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title = {spatialDE: R wrapper for SpatialDE},
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author = {Davide Corso and Milan Malfait and Lambda Moses},
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year = {2021},
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A BibTeX entry for LaTeX users is
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