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missMethods

Methods for Missing Data

v0.4.0 · Sep 16, 2022 · GPL-3

Description

Supply functions for the creation and handling of missing data as well as tools to evaluate missing data methods. Nearly all possibilities of generating missing data discussed by Santos et al. (2019) <doi:10.1109/ACCESS.2019.2891360> and some additional are implemented. Functions are supplied to compare parameter estimates and imputed values to true values to evaluate missing data methods. Evaluations of these types are done, for example, by Cetin-Berber et al. (2019) <doi:10.1177/0013164418805532> and Kim et al. (2005) <doi:10.1093/bioinformatics/bth499>.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (5)

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Dependency Network

Dependencies Reverse dependencies mvtnorm Indicator MCARtest QoLMiss kssa imputeGeneric missMethods

Version History

5 tracked
new 0.4.0 Mar 10, 2026
updated 0.4.0 ← 0.3.0 diff Sep 15, 2022
updated 0.3.0 ← 0.2.0 diff Feb 9, 2022
updated 0.2.0 ← 0.1.0 diff Jul 29, 2020
new 0.1.0 Mar 31, 2020