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