theorytools0.1.3 package

FAIR Theory Construction

add_readme_fair_theory

Add Readme File

add_significance

Add Significance Asterisks

add_theory_file

Add Theory File

add_to_pkgdown

Add webexercises helper files to pkgdown

add_zenodo_json

Add 'Zenodo' JSON File

code

Code Text Data

create_fair_theory

Create FAIR Theory Repository

derive_formula

Derive Formulae From Augmented DAG

download_huggingface

Download 'Hugging Face' Model

download_theory

Download FAIR Theory

filter_conditional_independencies

Filter Conditional Independencies

get_embeddings

Get Vector Embeddings (uses Python)

prune_dag

Prune DAG Based on Adjustment Sets

quizz

Create a Quiz

select_controls

Select Covariate Adjustment Sets from Data

similarity_cosine

Cosine Similarity

similarity_stringdist

String Similarity

simulate_data

Simulate Data from DAG

use_webex_vignette

Create a webexercises vignette

webex_vignette

Create Vignette with webexercises Support

Download source packageRead PDF manual

An integrated suite of tools for creating, maintaining, and reusing FAIR (Findable, Accessible, Interoperable, Reusable) theories. Designed to support transparent and collaborative theory development, the package enables users to formalize theories, track changes with version control, assess pre-empirical coherence, and derive testable hypotheses. Aligning with open science principles and workflows, 'theorytools' facilitates the systematic improvement of theoretical frameworks and enhances their discoverability and usability.