奥别产と统计
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かなり前に作ったスライドを成仏． 統計という分野についてWebでできることなどをまとめました． Webインターフェイスを持つ言語 Webでの表現方法 Webで扱えるデータなど
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奥别产と统计
- 4. Agenda ! ? インターフェイスとして ? JavaScript と統計 ? 奥别产データ
- 5. インターフェイスとして
- 6. Webインターフェイス ? Webブラウザを使用して対話的な処理を行う ? UIやx11などが不要 ? ex) Juliaでは主に作図用として採用 - A FRESH APPROCHTOTECHNICAL COMPUTING -
- 8. - A FRESH APPROCHTOTECHNICAL COMPUTING - plot(cumsum(randn(500)))
- 9. plot(x->x^2,-10,10) - A FRESH APPROCHTOTECHNICAL COMPUTING -
- 10. なぜWebインターフェイスなの？ ? 昨今のWebの進化によるもの ? クロスプラットフォーム ? Windows、OSX、Linux、スマホ… ? クラウド?コンピューティング ? HTMLは文書のためのものではない ? 作図方法が豊富になった ? SVG (Scalable Vector Graphics)に対応 ? epsへの変換が容易 ? Canvasタグ内で画像生成 ? 3Dも描画できる。
- 11. (参考)canvasについてのデモ 三重大の奥村先生のページ ホーム > JavaScript講座 >グラフを描く（canvas編） http://oku.edu.mie-u.ac.jp/ okumura/javascript/graph-canvas.html
- 12. Webインターフェイスを持つ言語 ? Julia ? J ? Mathematica (WITM) ? R(Rstudio) などなど
- 13. RStudio Serverのインストール方法 http://www.rstudio.com/products/rstudio/ download-server/ に細かいことは書いてありますが…． $ sudo apt-get install r-base $ sudo apt-get install gdebi-core # Required only for Ubuntu, not Debian $ sudo apt-get install libapparmor1 ! $ wget http://download2.rstudio.org/rstudio-server-0.98.507-i386.deb $ sudo gdebi rstudio-server-0.98.507-i386.deb ポート番号などの設定はここに! /etc/rstudio/rserver.conf! /etc/rstudio/rsession.conf! ! https://support.rstudio.com/hc/en-us/articles/200552316-Con?guring-the-Server
- 16. 闯补惫补厂肠谤颈辫迟と统计
- 17. JavaScriptとは？ ? Javaとは違います ? Webでの挙動やUIの制御によく使われている。 (表示の書き換えなど) ? ECMAScriptとして標準化 ? 並列処理は実装されつつある。 ? 複雑なものはライブラリを使用して計算を行 う。 →正規分布の分布関数とか定義されるわけないし
- 20. ちょっとしたライブラリの紹介 ? d3.js データを対話的に表示するライブラリ ? http://ja.d3js.node.ws/
- 21. ちょっとしたライブラリの紹介 ? jStat グラフや確率計算などのライブラリ ? http://www.jstat.org/ ? Demo版はこちら → http://stat.y-misc.org/
- 24. 奥别产データ
- 25. Webを使ってデータを取得 ? よくある話ではアクセスログ解析 ? e.g. データコンペなど
- 26. Webで得られるデータ ? 会員データ(素性)以外 ? 使っているブラウザ?バージョン ? スマホの機種名 ? OS ? IPアドレス→簡単な位置やプロバイダなど ? 国名 ? ページ遷移元 ! ? こんなものも↓ ? 画面解像度 ? バッテリー残量?など