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HIMA 2.3.1 (2025-01-27)

• Code optimization and bug fixes.
• Function naming convention update.
• Allows contrast and subset in hima.
• Add vignette for HIMA.

HIMA 2.3.0 (2024-10-28)

• Coding optimization and bug fixes.
• Renmae hima2 to hima (hima2 will be retired by 2025-11-1) and improved parameter naming.

HIMA 2.2.2 (2024-08-23)

• Add efficient HIMA function eHIMA.
• Optimization of function hima2.
• Stablization of estimates in function qHIMA.
• Some improvements in output presentation and consistency.

HIMA 2.2.1 (2023-09-10)

• Add quantile HIMA function qHIMA.
• Enable de-biased lasso penalty for regular HIMA in function hima2

HIMA 2.2.0 (2023-04-27)

• Add wrapper function hima2 for one-stop solution of different HIMA analysis.

HIMA 2.0.1 (2022-07-17)

• Rename family option in hima function to Y.family.
• Rename screen.family option in hima function to M.family
• Improve verbose messages.

HIMA 2.0.0 (2022-02-02)

• Keep older version of null_estimation in package HDMT (< 1.0.4).
• Allows negative binomial regression in funcion hima when outcome is binary.
• Add new function microHIMA to handle compositional microbiome data.

HIMA 1.1.0 (2021-05-12)

• Add new function survHIMA to handle survival data.

HIMA 1.0.7 (2018-03-06)

• Allow low-dimensional mediator selections.

HIMA 1.0.5 (2017-11-05)

• Two different sets of covariates are allowed for exposure and outcome separately.

HIMA 1.0.4 (2017-04-08)

• Benjamini-Hochberg FDR adjustment is available.

HIMA 1.0.3 (2017-03-30)

• Added error handler when no mediators were selected from penalized model.
• More transparent information returned during model fitting (when verbose = TRUE).

HIMA 1.0.2 (2016-12-13)

• Improvement: More powerful model fit when outcome variable is binary.
• Generalized linear regression is now allowed in screening step.

HIMA 1.0.0 (2016-07-09)

• Initial package submission to GitHub

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.