sem-in-r

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• summary() item correlations for CB-SEM/CFA are NA whenever the data have missing values

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  Difficulty 3/5 1-2 days Newbie friendliness 62/100

  sem-in-r/seminr#442 · Opened Oct 20, 2026

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• CB-SEM/CFA ten Berge scores ignore FIML: missing cells imputed by person mean across all items

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  sem-in-r/seminr#441 · Opened Oct 20, 2026

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• Two-stage predict() fails when interaction_term() is not last in constructs()

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  Difficulty 2/5 1-3 hours Newbie friendliness 76/100

  sem-in-r/seminr#440 · Opened Oct 20, 2026

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• Refactor: use helpers for model internals in 2.6.0 prediction and PLSc code

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  refactor

  Difficulty 4/5 1-2 days Newbie friendliness 58/100

  sem-in-r/seminr#437 · Opened Oct 19, 2026

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• predict() returns all-NA predictions for CB-SEM models fitted with missing = "ml"

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  bug

  Difficulty 3/5 1-2 days Newbie friendliness 72/100

  sem-in-r/seminr#436 · Opened Oct 19, 2026

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• PLSc with interaction terms: consistent interaction estimate and a prediction rule

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  sem-in-r/seminr#427 · 1 comment · Opened Sep 30, 2026

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• predict() for CB-SEM models: model-implied prediction rule

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  sem-in-r/seminr#426 · Opened Sep 30, 2026

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• predict_pls(): PLSc-corrected path coefficients and loadings are applied to uncorrected composite scores

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  Difficulty 4/5 3-5 days Newbie friendliness 45/100

  sem-in-r/seminr#425 · Opened Sep 22, 2026

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• CRAN urgently needs update with working maintainer address

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  Difficulty 2/5 1-3 hours Newbie friendliness 45/100

  sem-in-r/seminr#420 · Opened Aug 10, 2026

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• Refactor plot_dot.R: eliminate artificial model objects in spec-plotting methods

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  Difficulty 4/5 3-5 days Newbie friendliness 36/100

  sem-in-r/seminr#408 · Opened Mar 20, 2026

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• External model representation (e.g., TOML) for saving, recreating, and exporting models

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  Difficulty 5/5 Over a week Newbie friendliness 25/100

  sem-in-r/seminr#406 · Opened Mar 20, 2026

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• Feature: Advanced PLS-SEM methods for Hair et al. R Edition (2nd ed.)

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  new feature question

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  sem-in-r/seminr#403 · 1 comment · Opened Mar 6, 2026

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• Exporting results of different estimated models and comparison of the path coefficients and the R2 squares

  May be free again @soumyaray claimed this 286 days ago, and no pull request is open. Open

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  new feature

  sem-in-r/seminr#375 · 1 comment · 1 assignee · Opened Jan 5, 2026

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• Bootstrapping in SeminR is not working

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  Difficulty 3/5 1-2 days Newbie friendliness 25/100

  sem-in-r/seminr#350 · 1 comment · Opened Jun 2, 2024

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• The plot() function for a PLS model displays two paths for each indicator related to a factor .

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  Difficulty 3/5 1-2 days Newbie friendliness 35/100

  sem-in-r/seminr#348 · Opened Apr 17, 2024

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• Error when calling summary() for HTMT in bootstrap_model

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  Difficulty 3/5 1-2 days Newbie friendliness 35/100

  sem-in-r/seminr#341 · 1 comment · Opened Oct 16, 2023

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• bootstrap_model errors with near-zero-variance binary variables

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  discuss

  Difficulty 3/5 1-2 days Newbie friendliness 42/100

  sem-in-r/seminr#339 · 3 comments · Opened Sep 26, 2023

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• allow bootstrapping for time series

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  new feature

  Difficulty 5/5 Over a week Newbie friendliness 20/100

  sem-in-r/seminr#335 · 1 comment · Opened Aug 4, 2023

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• Unavailability of Weighted PLS in SEMinR to analyze data from surveys with complex (stratified) sampling strategy

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  new feature

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  sem-in-r/seminr#326 · Opened Mar 27, 2023

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• Applying post-stratification weights in data

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  Difficulty 5/5 Over a week Newbie friendliness 25/100

  sem-in-r/seminr#320 · 4 comments · Opened Dec 29, 2022

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• bootstrap with bias correction

  May be free again @soumyaray claimed this 1404 days ago, and no pull request is open. Open

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  new feature

  sem-in-r/seminr#319 · 1 comment · 1 assignee · Opened Dec 14, 2022

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• Dissimilar p-values in MGA

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  documentation

  sem-in-r/seminr#291 · 4 comments · 1 assignee · Opened Jun 23, 2022

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• Ten Berge scores cannot be estimated when non-numeric in data?

  May be free again @stonegold546 claimed this 1740 days ago, and no pull request is open. Open

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  bug

  sem-in-r/seminr#262 · 1 comment · 2 assignees · Opened Jan 14, 2022

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• INVARIENCE TEST function

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  Difficulty 5/5 Over a week Newbie friendliness 20/100

  sem-in-r/seminr#261 · 2 comments · Opened Jan 12, 2022

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• Investigate error reporting from parallel execution

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  discuss

  sem-in-r/seminr#257 · 1 assignee · Opened Jan 3, 2022

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• bootstrapping issue

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  doing

  sem-in-r/seminr#256 · 3 comments · 1 assignee · Opened Jan 2, 2022

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• Consider adding bootstrapped reliability and validity metrics for measurement model

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  Difficulty 5/5 Over a week Newbie friendliness 20/100

  sem-in-r/seminr#254 · Opened Nov 4, 2021

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• Bug in bootstrap for models with one antecedent and several outcomes

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  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  sem-in-r/seminr#250 · Opened Oct 26, 2021

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• Notify if PLS solution is not valid

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  new feature

  Difficulty 4/5 3-5 days Newbie friendliness 38/100

  sem-in-r/seminr#248 · Opened Sep 20, 2021

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• Add mediated-moderation features CBSEM + PLS

  May be free again @NicholasDanks claimed this 1910 days ago, and no pull request is open. Open

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  new feature

  sem-in-r/seminr#236 · 2 assignees · Opened Jul 28, 2021

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• Effect size of indirect and total effects in mediation analyses

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  bug

  sem-in-r/seminr#233 · 3 comments · 2 assignees · Opened Jul 23, 2021

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• Errors regarding item names are unfriendly

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  Difficulty 5/5 Over a week Newbie friendliness 25/100

  sem-in-r/seminr#224 · Opened Jun 14, 2021

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• error in pls_predict with HOC

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  research

  Difficulty 4/5 3-5 days Newbie friendliness 22/100

  sem-in-r/seminr#222 · 5 comments · Opened Jun 3, 2021

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• save_plot() not working on cb-sem models with HOC and moderation

  May be free again @soumyaray claimed this 2001 days ago, and no pull request is open. Open

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  bug

  sem-in-r/seminr#213 · 2 comments · 2 assignees · Opened Apr 28, 2021

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• Sign Indeterminancy during Bootstrapping

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  new feature

  sem-in-r/seminr#163 · 3 comments · 2 assignees · Opened Sep 13, 2020

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• Tidy cfa/efa output

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  new feature

  sem-in-r/seminr#160 · 2 comments · 1 assignee · Opened Aug 5, 2020

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• Support GSCA estimation of composite models

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  sem-in-r/seminr#151 · 1 assignee · Opened Jul 1, 2020

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• as.composite() function to convert reflective model into composite one

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  sem-in-r/seminr#146 · 1 assignee · Opened Jun 26, 2020

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• Add SRMR fit index for CBSEM estimation

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  new feature

  sem-in-r/seminr#145 · 1 comment · 1 assignee · Opened Jun 26, 2020

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• Report p-values for PLS bootstrapping

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  sem-in-r/seminr#141 · 7 comments · 2 assignees · Opened Jun 8, 2020

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• Saving results and outputs to file

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  sem-in-r/seminr#136 · 4 comments · 1 assignee · Opened Apr 27, 2020

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• Order of construct class names

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  refactor

  sem-in-r/seminr#134 · 2 comments · 2 assignees · Opened Apr 22, 2020

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• SEMinR should handle ordinal and nominal categorical variables

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  Difficulty 5/5 Over a week Newbie friendliness 15/100

  sem-in-r/seminr#110 · Opened Jun 20, 2019

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• Bootstrap indirect effects for mediation tests.

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  Difficulty 5/5 Over a week Newbie friendliness 20/100

  sem-in-r/seminr#90 · 4 comments · Opened Nov 6, 2018

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• Simulation and Generation of Composite, common-factor and mixed models.

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  new feature

  Difficulty 5/5 Over a week Newbie friendliness 30/100

  sem-in-r/seminr#55 · Opened Jan 25, 2018

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• Multi-group analysis

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  discuss help wanted new feature

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  sem-in-r/seminr#53 · 1 comment · Opened Jan 19, 2018

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