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Title: GitHub - mlpapers/models: Awesome papers on Machine Learning and Statistical Models

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Common statistical tests are linear models (or: how to teach stats)https://patch-diff.githubusercontent.com/mlpapers/models/blob/master
Generalized Linear Modelhttps://docs.ufpr.br/~taconeli/CE225/Artigo.pdf
Wikihttps://en.wikipedia.org/wiki/Generalized_additive_model
Generalized Additive Modelshttps://projecteuclid.org/euclid.ss/1177013604
Intelligible Models for Classification and Regressionhttps://www.cs.cornell.edu/~yinlou/papers/lou-kdd12.pdf
Accurate Intelligible Models with Pairwise Interactionshttps://www.cs.cornell.edu/~yinlou/papers/lou-kdd13.pdf
Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmissionhttps://www.microsoft.com/en-us/research/publication/intelligible-models-healthcare-predicting-pneumonia-risk-hospital-30-day-readmission/
Using a generalized additive model with autoregressive terms to study the effects of daily temperature on mortalityhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3549928/#!po=1.47059
Generalized additive neural networkshttps://dl.acm.org/doi/10.1145/312129.312228
Neural Additive Models:Interpretable Machine Learning with Neural Netshttps://arxiv.org/pdf/2004.13912.pdf
How Interpretable and Trustworthy are GAMs?https://arxiv.org/pdf/2006.06466.pdf
Wikihttps://en.wikipedia.org/wiki/Simpson's_paradox
Simpson's Paradox and the implications for medical trialshttps://arxiv.org/pdf/1912.01422
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Quantile Regression Forestshttp://jmlr.csail.mit.edu/papers/volume7/meinshausen06a/meinshausen06a.pdf
Probabilistic forecasting approaches for extreme NO2 episodes: acomparison of modelshttps://arxiv.org/pdf/2003.11356.pdf
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Forecasting: Principles and Practicehttps://otexts.com/fpp2/
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A new approach to linear filtering and prediction problemshttp://www.cs.unc.edu/~welch/kalman/media/pdf/Kalman1960.pdf
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A tutorial on Hidden Markov Models and selected applications in speech recognitionhttps://www.ece.ucsb.edu/Faculty/Rabiner/ece259/Reprints/tutorial%20on%20hmm%20and%20applications.pdf
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Using predator-prey models on the Canadian lynx serieshttps://statmodeling.stat.columbia.edu/2012/01/28/the-last-word-on-the-canadian-lynx-series/
Wikihttps://en.wikipedia.org/wiki/Lorenz_system
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Comments on “A New Product Growth for Model Consumer Durables The Bass Model”https://pubsonline.informs.org/doi/10.1287/mnsc.1040.0300
Wikihttps://en.wikipedia.org/wiki/DICE_model
The "Dice" Model: Background and Structure of a Dynamic Integrated Climate-Economy Model of the Economics of Global Warminghttp://cowles.yale.edu/sites/default/files/files/pub/d10/d1009.pdf
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