HIMA 2.3.2 (2025-06-10)

• Code optimization and bug fixes.
• Allows parallel computing.

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