---
title: "Discussion on \"Comparison of 4 bigram association measures\" | Hashnode"
description: "Discussion on \"Comparison of 4 bigram association measures\". Pointwise Mutual Information (PMI)\n\nMutual Information (MI)\n\nLog-Likelihood Ratio (LLR)\n\nChi-square (χ²) Test\n\n\n\nBigram association measures are statistical metrics used to quantify the association or relationship between pairs of consecutive words (..."
url: "https://hashnode.com/posts/comparison-of-4-bigram-association-measures/65e6f3c4aca667af3a87dcd6"
---

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# [Comparison of 4 bigram association measures](https://hashnotes.hashnode.dev/comparison-of-4-bigram-association-measures?utm_source=hashnode&utm_medium=feed)

Pointwise Mutual Information (PMI) Mutual Information (MI) Log-Likelihood Ratio (LLR) Chi-square (χ²) Test Bigram association measures are statistical metrics used to quantify the association or relationship between pairs of consecutive words (...

Mar 5, 2024 · 6 min read · hashnotes.hashnode.dev  
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-   [#bigram](https://hashnode.com/tag/bigram)
-   [#association-measures](https://hashnode.com/tag/association-measures)

## Written by

[Mohamad Mahmood](https://hashnode.com/@mohamadrazzimy)

@mohamadrazzimy · Kuala Lumpur, Malaysia

  
[View profile](https://hashnode.com/@mohamadrazzimy)

Programming (Mobile, Web, Database and Machine Learning). Studying at the Center For Artificial Intelligence Technology (CAIT), FTSM, UKM MY

Mohamad's interest is in Programming (Mobile, Web, Database and Machine Learning). He is studying at the Center For Artificial Intelligence Technology (CAIT), Universiti Kebangsaan Malaysia (UKM).

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