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  <blog_title>Ken-Chaos’s Random Notes on R</blog_title>
  <blog_url>https://chaos-r.hatenadiary.jp/</blog_url>
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    <anon>time series analysis</anon>
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  <description>In recent years, statistical analysis and time-series analysis have become widely used as “tools” across many fields. At the same time, I also feel that an increasing number of students and practitioners are using such methods without sufficiently understanding what kinds of structures they assume a…</description>
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  <provider_name>Hatena Blog</provider_name>
  <provider_url>https://hatena.blog</provider_url>
  <published>2026-01-23 09:48:06</published>
  <title>Why Matrices Matter in Statistics and Time-Series Analysis (Part 1): The Role of Matrix Representations and Linear Algebra</title>
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