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Applied Predictive Modeling

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3 documents available in our comprehensive collection of Applied Predictive Modeling resources. Find practical guides, tutorials, and documentation to enhance your knowledge.

Preview of RStan Package
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RStan Package (rstan.pdf)

330 KBJiqiang Guo; Jonah Gabry; Ben Goodrich; Andrew Johnson; Sebastian Weber; Hamada S. BadrEN 82 pages
R package 'rstan' provides interface to Stan, a probabilistic programming language. It enables Bayesian statistical inference via Markov Chain Monte Carlo and other methods. Version 2.32.7 is available.
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Preview of Hawkes Edge Model
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Hawkes Edge Model (201_main_paper.pdf)

684 KBEN 10 pages
The Hawkes Edge Partition Model analyzes continuous-time event-based temporal networks. It infers community structure and interaction dynamics among entities using mutually-exciting Hawkes processes. The model modulates interaction dynamics based on latent representations.
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Preview of DARPA Speech & NLP Workshop '92
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DARPA Speech & NLP Workshop '92 (H92-1000.pdf)

430 KBEN 12 pages
Proceedings of DARPA's 1992 Speech and Natural Language Workshop in Harriman, NY, featuring reports from sponsored programs and other workshop materials.
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