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mmibain
View on CRAN: Click
here
Download and install mmibain package within the R console
Install from CRAN:
install.packages("mmibain")
Install from Github:
library("remotes")
install_github("cran/mmibain")
Install by package version:
library("remotes")
install_version("mmibain", "0.1.1")
Attach the package and use:
library("mmibain")
Maintained by
Mackson Ncube
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-11-08
Latest Update: 2023-11-08
Description:
Researchers often have expectations about the relations between means
of different groups or standardized regression coefficients; using informative
hypothesis testing to incorporate these expectations into the analysis through
order constraints increases statistical power
Vanbrabant and Rosseel (2020) . Another valuable
tool, the Bayes factor, can evaluate evidence for multiple hypotheses without
concerns about multiple testing, and can be used in Bayesian updating
Hoijtink, Mulder, van Lissa & Gu (2019) . The 'bain'
R package enables informative hypothesis testing using the Bayes factor. The
'mmibain' package provides 'shiny' web applications based on 'bain'. The
RepliCrisis() function launches a 'shiny' card game to simulate the evaluation
of replication studies while the mmibain() function launches a 'shiny'
application to fit Bayesian informative hypotheses evaluation models from
'bain'.
How to cite:
Mackson Ncube (2023). mmibain: Bayesian Informative Hypotheses Evaluation Web Applications. R package version 0.1.1, https://cran.r-project.org/web/packages/mmibain
Previous versions and publish date:
No previous versions
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Other R packages that mmibain depends,
imports, suggests or enhances
Functions, R codes and Examples using
the mmibain R package
Some associated functions: RepliCrisis . deal_cards_to_rc_grid . generate_Ho_from_pairwise_t . generate_descriptives . generate_study_data . interpret_replication_results . mmib_model . mmibain . process_original_study . process_replication_study . render_card_grid . str2list . swapper .
Some associated R codes: RepliCrisis.R . helpers.R . mmib_model.R . mmibain.R . rc_game_mgmt.R . Full mmibain package functions and examples
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