Insight & Inference for DVARS: 3-part variance decomposition, gives units & p-values to DVARS measures as well as spatiotemporal rs-fMRI diagnostic.
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Aug 14, 2026 - MATLAB
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variance-decomposition
Here are 10 public repositories matching this topic...
Global sensitivity analysis — Song 2016 Shapley effects, Rabitti-Tzougas 2025 CLH subsampling, exposure-weighted variance decomposition
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Apr 5, 2026 - Python
End-to-End Python implementation of the Mesoscopic Structural Risk-Navigation System from Shao, Yang & Zhang (2026). Estimates rolling QVAR models, extracts multiscale network backbones via Disparity Filter, enumerates 13 directed triadic motifs (30 node orbits), and optimizes a Minimum Structural Similarity Portfolio.
python topology jupyter-notebook network-science portfolio-optimization time-series-analysis computational-finance graph-isomorphism variance-decomposition systemic-risk financial-networks disparity-filter risk-spillovers triadic-motifs connectedness-analysis quantile-var quantile-econometrics mesoscopic-analysis backbone-extraction node-orbits
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May 2, 2026 - Jupyter Notebook
Deterministic engine for 'why did this metric change?' — decomposes the move over a hypothesis tree you define, reconciles every step, and abstains instead of guessing.
python analytics business-intelligence simpsons-paradox variance-decomposition root-cause-analysis llm-tools
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Jun 20, 2026 - Python
A diagnostic control paradigm for activation measurements in transformer language models. Cross-replay separates text-bound from architecture-bound components by replaying generated sequences through intact and perturbed model variants.
language-models pythia interpretability variance-decomposition linear-probing permutation-test detrended-fluctuation-analysis gpt-2 activation-analysis representational-similarity transformer-interpretability gpt-j centered-kernel-alignment mechanistic-interpretability attention-analysis cross-replay procrustes-distance
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May 17, 2026 - Jupyter Notebook
Cross-country warming analysis with an 8.6M-row DuckDB pipeline, spatial validation, an ERA5 product check, and a Streamlit dashboard.
python climate plotly data-engineering spatial-statistics variance-decomposition streamlit era5 duckdb berkeley-earth
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Sep 24, 2026 - Python
Code, configurations, per-run metadata, and pre-registered analysis for a 204-run study decomposing held-out loss variance in federated LoRA fine-tuning into partition-draw, interaction, and training-seed components (FedIT, FFA-LoRA, FLoRA; TinyLlama-1.1B, LLaMA-3.2-3B).
llama lora reproducibility experimental-design variance-decomposition federated-learning pre-registration non-iid large-language-models parameter-efficient-fine-tuning
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Oct 9, 2026 - TeX
Separating driver skill from car performance in Formula 1 using ridge regression on 25 years of race data (2000-2024).
python data-science formula1 scikit-learn ridge-regression variance-decomposition regression-analysis sports-analytics
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Sep 1, 2026 - Jupyter Notebook
Which timing unit do speakers reproduce? Cross-repetition variance decomposition of Persian read speech
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Sep 4, 2026 - Python
Longitudinal three-level outcomes analysis with mixed-effects models, variance decomposition, diagnostics, and parallel R/Stata implementations.
r reproducible-research stata statistical-analysis longitudinal-data variance-decomposition mixed-effects-models hierarchical-modeling model-diagnostics multilevel-modeling
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Sep 17, 2026 - R
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