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ff128aa
adding initial notebook
NathanielF Sep 27, 2025
ec16cae
running pre-commit
NathanielF Sep 27, 2025
f031212
update post date
NathanielF Sep 27, 2025
12aedac
update with run
NathanielF Sep 28, 2025
73c00e4
fix bibtex
NathanielF Sep 28, 2025
2df8f10
fix bibtex braces
NathanielF Sep 28, 2025
75a9225
fix bibtex whitespace
NathanielF Sep 28, 2025
67f9a4f
fix bibtex comma
NathanielF Sep 28, 2025
5c9bc78
fix bibtex space indent
NathanielF Sep 28, 2025
a9b5663
fadding markdown write up and excalidraw images
NathanielF Sep 28, 2025
9882a08
add note on Bollen
NathanielF Sep 28, 2025
9680c1a
update with run
NathanielF Sep 28, 2025
21587dd
fix_identification_discrete_choice
NathanielF Sep 29, 2025
cad496a
full run
NathanielF Sep 29, 2025
c3f11ad
add hierarchical diagram
NathanielF Sep 29, 2025
4f6eb54
tidying extraneous code
NathanielF Sep 29, 2025
7119bfc
update with full run
NathanielF Sep 30, 2025
d57220b
update sem dc
NathanielF Oct 1, 2025
26fe0da
add total effects plot
NathanielF Oct 1, 2025
8189e5b
tidying
NathanielF Oct 7, 2025
84f6198
add writing analogy
NathanielF Oct 7, 2025
2ce3f2a
adding nicer plot at the end
NathanielF Oct 7, 2025
f37e5e6
add full run and conclusion
NathanielF Oct 10, 2025
c4cd50b
emphasis in conclusion
NathanielF Oct 10, 2025
ec022a4
tighten writing.
NathanielF Oct 10, 2025
bcf1756
add justification to conclusion
NathanielF Oct 10, 2025
1ac5aa8
tightening the writing
NathanielF Oct 11, 2025
64fa8fd
Fix typo
NathanielF Oct 11, 2025
43f4d4e
further tightening of writing
NathanielF Oct 11, 2025
3883712
better explanation of residuals plot
NathanielF Oct 11, 2025
2be76ef
tidying again
NathanielF Oct 11, 2025
3cd619b
emphasise skill acquisition in conclusion
NathanielF Oct 11, 2025
90eafc4
further tidying
NathanielF Oct 11, 2025
e6c7e78
improve last plot with ppc
NathanielF Oct 11, 2025
0a66e0f
tidying
NathanielF Oct 11, 2025
59483fd
tighter contrast with target based success
NathanielF Oct 12, 2025
bf939cd
useful science stinger
NathanielF Oct 12, 2025
a5643fe
tighter
NathanielF Oct 12, 2025
c93d778
add structure to the introduction
NathanielF Oct 12, 2025
85b148f
re-label headings
NathanielF Oct 12, 2025
792c3c6
update heading size
NathanielF Oct 12, 2025
ece0de2
tidying
NathanielF Oct 12, 2025
587d8fb
add note about agents
NathanielF Oct 12, 2025
cd840ae
tidying
NathanielF Oct 12, 2025
4f75415
furthering tidying
NathanielF Oct 12, 2025
a5f0bc2
acknowledge limits in conclusion
NathanielF Oct 12, 2025
d0c22b0
tighter
NathanielF Oct 12, 2025
24e3400
add loo section
NathanielF Oct 12, 2025
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7,287 changes: 7,287 additions & 0 deletions examples/case_studies/bayesian_sem_workflow.ipynb

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1,616 changes: 1,616 additions & 0 deletions examples/case_studies/bayesian_sem_workflow.myst.md

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16 changes: 16 additions & 0 deletions examples/references.bib
Original file line number Diff line number Diff line change
Expand Up @@ -451,6 +451,14 @@ @misc{kingma2014autoencoding
archiveprefix = {arXiv},
primaryclass = {stat.ML}
}
@book{kline2023principles,
title = {Principles and Practice of Structural Equation Modeling},
author = {Kline, R.B.},
year = 2023,
publisher = {Guilford Publications},
series = {Methodology in the Social Sciences Series},
url = {https://books.google.ie/books?id=t2CvEAAAQBAJ}
}
@article{koren2009matrixfactorization,
author = {Koren, Yehuda and Bell, Robert and Volinsky, Chris},
journal = {Computer},
Expand Down Expand Up @@ -866,6 +874,14 @@ @inproceedings{vanderplas2012astroML
doi = {10.1109/CIDU.2012.6382200},
year = {2012}
}
@book{vehkalahti2019multivariate,
title = {Multivariate Analysis for the Behavioral Sciences},
author = {Vehkalahti, K. and Everitt, B.S.},
year = {2019},
publisher = {CRC Press, Taylor \& Francis Group},
series = {A Chapman \& Hall book},
url = {https://books.google.ie/books?id=LX97uwEACAAJ}
}
@online{vehtari2022Birthdays,
title = {Bayesian workflow book - Birthdays},
author = {Vehtari, Aki},
Expand Down