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Copy file name to clipboardexpand all lines: docs/usage.rst
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tailestim provides various methods for estimating tail parameters of heavy-tailed distributions, which is useful for analyzing power-law behavior in complex networks.
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Quick Start
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----------
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Installation
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~~~~~~~~~~~~~~~~~~~~~
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----------
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.. code-block:: bash
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pip install tailestim
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Quick Start
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----------
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Using Built-in Datasets
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~~~~~~~~~~~~~~~~~~~~~
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Available Estimators
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------------------
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The package provides several estimators for tail estimation. For details on each estimator, refer to the respective class API reference.
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The package provides several estimators for tail estimation. For details on each estimator, refer to the respective class :doc:`API reference<api>`.
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1. **Hill Estimator** (``HillEstimator``)
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- Classical Hill estimator with double-bootstrap for optimal threshold selection
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