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Changelog

Source: NEWS.md

multibias 1.6.2

CRAN release: 2025-01-08

  • The following functions now accept data_validation as an input for bias adjustment:
    • adjust_om_sel.R
    • adjust_uc_sel.R
    • adjust_uc_em.R
    • adjust_uc_om.R
    • adjust_uc_em_sel.R
    • adjust_uc_om_sel.R

multibias 1.6.1

CRAN release: 2024-12-02

  • The following functions now accept data_validation as an input for bias adjustment:
    • adjust_em_om.R
    • adjust_em_sel.R
  • Bug fixes for validation data input in adjust_em.R and adjust_om.R
  • Bug fixes for data and printing in data_observed and data_validation

multibias 1.6

CRAN release: 2024-10-26

  • Created new class data_observed to represent observed causal data
  • All adjust functions now take data_observed as input
  • Created new class data_validation to represent causal data that can be used as validaiton data for bias adjustment
  • The following functions now accept data_validation as an input for bias adjustment:
    • adjust_uc.R
    • adjust_em.R
    • adjust_om.R
    • adjust_sel.R

multibias 1.5.3

CRAN release: 2024-09-22

  • All exposure misclassificaiton naming changed from emc changed to em
  • All outcome misclassificaiton naming changed from omc changed to om
  • Added lifecycle badges for above function renames
  • Merged adjust_multinom_uc_em_sel into adjust_uc_em_sel
  • Merged adjust_multinom_uc_om_sel into adjust_uc_om_sel
  • The following functions now support more flexible combinations of continuous and binary exposure-outcome variables:
    • adjust_uc_em_sel.R
    • adjust_uc_om_sel.R

multibias 1.5.2

CRAN release: 2024-08-21

  • Merged adjust_multinom_emc_omc into adjust_emc_omc
  • Merged adjust_multinom_uc_emc into adjust_uc_emc
  • Merged adjust_multinom_uc_omc into adjust_uc_omc
  • The following functions now support more flexible combinations of continuous and binary exposure-outcome variables:
    • adjust_emc_sel (exposure must be binary)
    • adjust_omc_sel (outcome must be binary)
    • adjust_uc_emc (exposure must be binary)
    • adjust_uc_omc (outcome must be binary)
    • adjust_multinom_uc_emc (exposure must be binary)
    • adjust_multinom_uc_omc (outcome must be binary)
  • Expanded the number of known confounders in dataframes:
    • df_omc_sel
    • df_omc_sel_source

multibias 1.5.1

CRAN release: 2024-06-20

  • The following functions now support more flexible combinations of continuous and binary exposure-outcome variables:
    • adjust_uc
    • adjust_emc (exposure must be binary)
    • adjust_omc (outcome must be binary)
    • adjust_sel
    • adjust_uc_sel
  • Expanded the number of known confounders in dataframes:
    • df_uc_omc
    • df_uc_omc_source
    • df_uc_emc
    • df_uc_emc_source
  • Dataframes df_uc and df_uc_source now both have continuous and binary exposures and outcomes.

multibias 1.5.0

CRAN release: 2024-05-05

New features

  • Added two functions for simultaneous adjustment of uncontrolled confounding, outcome misclassification, and selection bias: adjust_uc_omc_sel & adjust_multinom_uc_omc_sel.
  • Added dataframes with uncontrolled confounding, outcome misclassification, and selection bias: df_uc_omc_sel and df_uc_omc_sel_source.
  • Expanded the number of known confounders in dataframes:
    • df_uc_sel
    • df_uc_sel_source

multibias 1.4.0

CRAN release: 2024-01-27

New features

  • Added two functions for simultaneous adjustment of exposure misclassification and outcome misclassification: adjust_emc_omc & adjust_multinom_emc_omc.
  • Added dataframes with exposure misclassification and outcome misclassification: df_emc_omc and df_emc_omc_source.
  • Expanded the number of known confounders in dataframes:
    • df_emc_sel
    • df_emc_sel_source

Bug fixes

  • Improved some of the documentation of equations.

multibias 1.3.0

CRAN release: 2023-12-11

New features

  • Added a function for simultaneous adjustment of outcome misclassification and selection bias: adjust_omc_sel.
  • Added dataframes with outcome misclassification and selection bias: df_omc_sel and df_omc_sel_source.
  • Expanded the number of known confounders in dataframes:
    • df_uc
    • df_uc_source
    • df_emc
    • df_emc_source
    • df_omc
    • df_omc_source
    • df_sel
    • df_sel_source

Bug fixes

  • Fixed bug in adjust_omc that appears when using three confounders

multibias 1.2.1

CRAN release: 2023-10-21

  • Moved examples from README to vignette.

multibias 1.2.0

CRAN release: 2023-10-16

New features

  • Added two functions for simultaneous adjustment of uncontrolled confounding and outcome misclassification: adjust_uc_omc and adjust_multinom_uc_omc.
  • Added dataframes with uncontrolled confounding and outcome misclassification: df_uc_omc and df_uc_omc_source.

Bug fixes

  • None

multibias 1.1.0

CRAN release: 2023-10-06

New features

  • Created new function to adjust for outcome misclassification: adjust_omc.
  • Added dataframes for all single bias scenarios:
    • df_emc
    • df_emc_source
    • df_omc
    • df_omc_source
    • df_sel
    • df_sel_source
    • df_uc
    • df_uc_source

Bug fixes

  • adjust_sel had been weighing with the probability of selection instead of the inverse probability of selection.

multibias 1.0.0

CRAN release: 2023-09-21

  • Initial CRAN submission.