R-universe search: exports:pscl

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joonhap

sbim:Simulation-Based Inference using a Metamodel for Log-Likelihood Estimator

Parameter inference methods for models defined implicitly using a random simulator. Inference is carried out using simulation-based estimates of the log-likelihood of the data. The inference methods implemented in this package are explained in Park, J. (2025) <doi:10.48550/arxiv.2311.09446>. These methods are built on a simulation metamodel which assumes that the estimates of the log-likelihood are approximately normally distributed with the mean function that is locally quadratic around its maximum. Parameter estimation and uncertainty quantification can be carried out using the ht() function (for hypothesis testing) and the ci() function (for constructing a confidence interval for one-dimensional parameters).

Maintained by Joonha Park. Last updated 21 days ago.

cpp

2.00 score

dipterix

rutabaga:Simple R Tools for Analysis and Visualizations

Provides functions (R, C++) to speed up array calculations. Includes various tools for prettier visualizations via R base plots.

Maintained by Zhengjia Wang. Last updated 3 years ago.

1.70 score 2 scripts