statistical-inference topic

List statistical-inference repositories

pomp

108
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26
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R package for statistical inference using partially observed Markov processes

Using Python, learn statistical and probabilistic approaches to understand and gain insights from data. Learn statistical concepts that are very important to Data science domain and its application us...

KissABC.jl

29
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8
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Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation

learnable-opinion-dynamics

31
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7
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Code and data for the KDD2020 paper "Learning Opinion Dynamics From Social Traces"

estimagic

227
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27
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Estimagic is a Python package for nonlinear optimization with or without constraints. It is particularly suited to solve difficult nonlinear estimation problems. On top, it provides functionality to p...

Ambrosia

214
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15
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Ambrosia is a Python library for A/B tests design, split and result measurement

drtmle

18
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7
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Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests

vimp

21
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7
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Perform inference on algorithm-agnostic variable importance

pTFCE

36
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6
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Probabilistic Threshold-Free Cluster Enhancement of Neuroimages