Browse the catalogue

The following papers are being used as test cases to develop the capabilities of the ajournal platform, representing the diversity of the scientific community. Their individual contributions range from knowledge and guidelines to software tools, which shape the platform's functionality.

21 works · clear filters

Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook
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PLS-SEM estimation and evaluation of measurement and structural models, in R.
new method
Hair et al. (2021) · Springer International Publishing
A new criterion for assessing discriminant validity in variance-based structural equation modeling
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Assesses discriminant validity by the heterotrait-monotrait ratio of correlations.
new method
Henseler et al. (2014) · Journal of the Academy of Marketing Science
Testing measurement invariance of composites using partial least squares
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MICOM: tests measurement invariance of composites before comparing PLS groups.
new method
Henseler et al. (2016) · International Marketing Review
SIMR: an R package for power analysis of generalized linear mixed models by simulation
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Power for (generalised) linear mixed models by simulation from a fitted model.
software paper
Green et al. (2016) · Methods in Ecology and Evolution
Evaluating Structural Equation Models with Unobservable Variables and Measurement Error
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Computes AVE and composite reliability, and applies the Fornell-Larcker criterion.
validation
Fornell et al. (1981) · Journal of Marketing Research
Equivalence Tests
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Tests whether an effect is small enough to be treated as absent.
new method
Lakens (2017) · Social Psychological and Personality Science
Simulation-Based Power Analysis for Factorial Analysis of Variance Designs
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Simulation-based power analysis for factorial ANOVA designs (Superpower).
new method
Lakens et al. (2021) · Advances in Methods and Practices in Psychological Science
Your Coefficient Alpha Is Probably Wrong, but Which Coefficient Omega Is Right? A Tutorial on Using R to Obtain Better Reliability Estimates
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Chooses and computes the omega reliability coefficient that fits the factor model.
method critique
Flora (2020) · Advances in Methods and Practices in Psychological Science
Z-curve 2.0: Estimating Replication Rates and Discovery Rates
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Estimates expected replication and discovery rates from significant test results.
new method
Bartoš et al. (2022) · Meta-Psychology
Conducting Meta-Analyses in R with the metafor Package
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Runs fixed- and random-effects meta-analyses and tests for publication bias.
software paper
Viechtbauer (2010) · Journal of Statistical Software
MatchIt: Nonparametric Preprocessing for Parametric Causal Inference
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Matches treated and control units before parametric causal analysis (MatchIt).
software paper
Ho et al. (2011) · Journal of Statistical Software
lavaan: An R Package for Structural Equation Modeling
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Fits and evaluates structural equation models, and reports the fit indices.
software paper
Rosseel (2012) · Journal of Statistical Software
mediation: R Package for Causal Mediation Analysis
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Average causal mediation effects under sequential ignorability, with sensitivity.
software paper
Tingley et al. (2014) · Journal of Statistical Software
Fitting Linear Mixed-Effects Models Using lme4
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Fits linear mixed-effects models with crossed and nested random effects (lme4).
software paper
Bates et al. (2015) · Journal of Statistical Software
stm: An R Package for Structural Topic Models
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Topic models whose prevalence and content depend on document covariates (stm).
software paper
Roberts et al. (2019) · Journal of Statistical Software
logitr: Fast Estimation of Multinomial and Mixed Logit Models with Preference Space and Willingness-to-Pay Space Utility Parameterizations
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Multinomial and mixed logit models in preference or WTP space (logitr).
software paper
Helveston (2023) · Journal of Statistical Software
REndo: Internal Instrumental Variables to Address Endogeneity
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Corrects endogenous regressors without external instruments (copulas, latent IVs).
software paper
Gui et al. (2023) · Journal of Statistical Software
EFAtools: An R package with fast and flexible implementations of exploratory factor analysis tools
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How many factors to retain, and EFA that reproduces SPSS and psych output.
software paper
Steiner et al. (2020) · Journal of Open Source Software
effectsize: Estimation of Effect Size Indices and Standardized Parameters
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Effect sizes, their confidence intervals, conversions and standardised parameters.
software paper
Ben-Shachar et al. (2020) · Journal of Open Source Software
The prevalence of statistical reporting errors in psychology (1985–2013)
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Recomputes p-values from reported test statistics and flags inconsistencies.
observational
Nuijten et al. (2015) · Behavior Research Methods
Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (3rd ed.)
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Moderation, mediation and moderated mediation as regression models, PROCESS style.
new method
Hayes (2022) · Guilford Press

Browse the catalogue

Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook

A new criterion for assessing discriminant validity in variance-based structural equation modeling

Testing measurement invariance of composites using partial least squares

SIMR: an R package for power analysis of generalized linear mixed models by simulation

Evaluating Structural Equation Models with Unobservable Variables and Measurement Error

Equivalence Tests

Simulation-Based Power Analysis for Factorial Analysis of Variance Designs

Your Coefficient Alpha Is Probably Wrong, but Which Coefficient Omega Is Right? A Tutorial on Using R to Obtain Better Reliability Estimates

Z-curve 2.0: Estimating Replication Rates and Discovery Rates

Conducting Meta-Analyses in R with the metafor Package

MatchIt: Nonparametric Preprocessing for Parametric Causal Inference

lavaan: An R Package for Structural Equation Modeling

mediation: R Package for Causal Mediation Analysis

Fitting Linear Mixed-Effects Models Using lme4

stm: An R Package for Structural Topic Models

logitr: Fast Estimation of Multinomial and Mixed Logit Models with Preference Space and Willingness-to-Pay Space Utility Parameterizations

REndo: Internal Instrumental Variables to Address Endogeneity

EFAtools: An R package with fast and flexible implementations of exploratory factor analysis tools

effectsize: Estimation of Effect Size Indices and Standardized Parameters

The prevalence of statistical reporting errors in psychology (1985–2013)

Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (3rd ed.)