Ling vs bayes_lab

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むずかしい数式なしで「ベイズ統計」を学び、あなたのデータ（CSV）でそのまま確かめられる、学習・実験アプリです。 ■ はじめてでも迷わない「基礎ガイド」 ベイズって何？ → 公式の意味 → 何に使える？ → 応用、と段階的に学べます。 ■ 学ぶ（学習図鑑） ・ベイズ統計／事前分布・事後分布 ・ポアソン分布／Gamma-Poissonモデル ・Beta-Binomialモデル／A・B比較／3群以上の比較 ・正規分布・Student-t分布／ロバスト推定 ・過分散／負の二項分布／ゼロ過剰ポアソン／情報のある事前分布 図とやさしい言葉、具体例つきで解説します。 ■ 試す（実験） CSVを読み込むと、列名から解析タイプを自動で判定します。 ・成功率・不良率（Beta-Binomial）：真の成功率の範囲を推定 ・A/B・多群比較：どちらが良いかを「確率」で判定 ・件数データ（Gamma-Poisson）：過分散・ゼロ過剰も自動チェックし、次回の予測まで ・連続値の比較：平均差・95%信用区間。外れ値に強いロバスト推定も併記 結果は確率と幅で日本語解説。出てきた用語はワンタップで学習図鑑へ。 ■ 残す・共有する ・解析結果の履歴保存／検索／タグ付け ・PDFレポート出力 ・過去の実績を事前分布に取り込んで再解析 ■ 確認する（クイズ） 初級・中級・高度のレベル別で、理解度をチェックできます。 すべて端末内で完結します。アカウント登録もネット接続も不要で、データは一切収集しません。 ※ 本アプリは教育・検証用です。医療・法務・金融など高リスクな最終判断にそのまま使わないでください。実務導入時は、モデルの妥当性・データ品質・監査ログ・レポート再現性をご確認ください。