The hima function is described in: Zhang H, Zheng Y, Zhang Z, Gao T, Joyce B, Yoon G, Zhang W, Schwartz J, Just A, Colicino E, Vokonas P, Zhao L, Lv J, Baccarelli A, Hou L, Liu L (2016). “Estimating and Testing High-dimensional Mediation Effects in Epigenetic Studies.” _Bioinformatics_, *32*(20), 3150-3154. doi:10.1093/bioinformatics/btw351 . A BibTeX entry for LaTeX users is @Article{HIMA, title = {{Estimating and Testing High-dimensional Mediation Effects in Epigenetic Studies}}, author = {Haixiang Zhang and Yinan Zheng and Zhou Zhang and Tao Gao and Brian Joyce and Grace Yoon and Wei Zhang and Joel Schwartz and Allan Just and Elena Colicino and Pantel Vokonas and Lihui Zhao and Jinchi Lv and Andrea Baccarelli and Lifang Hou and Lei Liu}, journal = {Bioinformatics}, year = {2016}, volume = {32}, number = {20}, pages = {3150-3154}, doi = {10.1093/bioinformatics/btw351}, pubmed = {27357171}, } The survHIMA function is described in: Zhang H, Zheng Y, Hou L, Liu L (2021). “Mediation Analysis for Survival Data with High-Dimensional Mediators.” _Bioinformatics_, *37*(21), 3815-3821. doi:10.1093/bioinformatics/btab564 . A BibTeX entry for LaTeX users is @Article{survHIMA, title = {{Mediation Analysis for Survival Data with High-Dimensional Mediators}}, author = {Haixiang Zhang and Yinan Zheng and Lifang Hou and Lei Liu}, journal = {Bioinformatics}, year = {2021}, volume = {37}, number = {21}, pages = {3815-3821}, doi = {10.1093/bioinformatics/btab564}, pubmed = {34343267}, } The microHIMA function is described in: Zhang H, Chen J, Feng Y, Wang C, Li H, Liu L (2021). “Mediation effect selection in high-dimensional and compositional microbiome data.” _Statistics in medicine_, *40*(4), 885-896. doi:10.1002/sim.8808 . A BibTeX entry for LaTeX users is @Article{microHIMA, title = {{Mediation effect selection in high-dimensional and compositional microbiome data}}, author = {Haixiang Zhang and Jun Chen and Yang Feng and Chan Wang and Huilin Li and Lei Liu}, journal = {Statistics in medicine}, year = {2021}, volume = {40}, number = {4}, pages = {885-896}, doi = {10.1002/sim.8808}, pubmed = {33205470}, } The delassoHIMA function is described in: Chamila P, Zhang H, Zheng Y, Hou L, Qu A, Zheng C, Xie K, Liu L (2022). “HIMA2: high-dimensional mediation analysis and its application in epigenome-wide DNA methylation data.” _BMC Bioinformatics_, *23*(1), 296. doi:10.1186/s12859-022-04748-1 . A BibTeX entry for LaTeX users is @Article{delassoHIMA, title = {{HIMA2: high-dimensional mediation analysis and its application in epigenome-wide DNA methylation data}}, author = {Perera Chamila and Haixiang Zhang and Yinan Zheng and Lifang Hou and Annie Qu and Cheng Zheng and Ke Xie and Lei Liu}, journal = {BMC Bioinformatics}, year = {2022}, volume = {23}, number = {1}, pages = {296}, doi = {10.1186/s12859-022-04748-1}, pubmed = {35879655}, } The qHIMA function is described in: Zhang H, Hong X, Zheng Y, Hou L, Zheng C, Wang X, Liu L (2024). “High-Dimensional Quantile Mediation Analysis with Application to a Birth Cohort Study of Mother–Newborn Pairs.” _Bioinformatics_, *40*(2), btae055. doi:10.1093/bioinformatics/btae055 . A BibTeX entry for LaTeX users is @Article{qHIMA, title = {{High-Dimensional Quantile Mediation Analysis with Application to a Birth Cohort Study of Mother–Newborn Pairs}}, author = {Haixiang Zhang and Xiumei Hong and Yinan Zheng and Lifang Hou and Cheng Zheng and Xiaobin Wang and Lei Liu}, journal = {Bioinformatics}, year = {2024}, volume = {40}, number = {2}, pages = {btae055}, doi = {10.1093/bioinformatics/btae055}, pubmed = {38290773}, } The eHIMA function is described in: Bai X, Zheng Y, Hou L, Zheng C, Liu L, Zhang H (2024). “An Efficient Testing Procedure for High-dimensional Mediators with FDR Control.” _Statistics in Biosciences_. doi:10.1007/s12561-024-09447-4 . A BibTeX entry for LaTeX users is @Article{eHIMA, title = {{An Efficient Testing Procedure for High-dimensional Mediators with FDR Control}}, author = {Xueyan Bai and Yinan Zheng and Lifang Hou and Cheng Zheng and Lei Liu and Haixiang Zhang}, journal = {Statistics in Biosciences}, year = {2024}, doi = {10.1007/s12561-024-09447-4}, }