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教育を読み解くデータサイエンスデータ収集と分析の論理[本/雑誌] / 中西啓喜/編著耳塚寛明/監修

本・雑誌・コミック人文・地歴・社会人文・思想教育学校教育

Rakuten
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¥ 3,300

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在庫なしお取り寄せ:1-3週間

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ネオウィング楽天市場店

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4.7434,260 Items

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教育を読み解くデータサイエンスデータ収集と分析の論理[本/雑誌] / 中西啓喜/編著耳塚寛明/監修2021/05発売

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＜商品説明＞

本書は教育に特化した統計分析法の入門書である。大学生や研究者、現場の教員のために編まれたもので、統計的なデータを「読む」ことを目的とした内容になっている。研究の進め方やデータ収集から多変量解析まで、教育の生データを用いて解説する実践的なテキストである。

＜収録内容＞

教育とデータを結びつける
第1部リサーチ・クエッションを立て、データを集める(調査研究のプロセス
仮説検証のための論証戦略
データ収集法の基礎
量的研究と質的研究をどのように使い分けるか
学校での集合自記式質問紙調査の過程と研究倫理)
第2部記述統計と推測統計の基礎(公開されている教育データをどう読むか―記述統計
推測統計の基本)
第3部教育データを読み、解釈する(データ分析の第一歩―クロス集計とエラボレーション
本当に差があるといえるのか―X2検定
親子の学力に関連はあるのか―2グループ間の平均値の比較
大学生は学年によって勉強量が異なるのか―3グループ以上の平均値の比較
国語の成績が良い児童ほど算数の成績が良いのか―相関分析
1時間勉強するとどのくらい学力は上がるのか―回帰分析の考え方
読書は国語の成績を上げるか―重回帰分析)
第4部教育データの高度な分析手法を知る(階層的なデータをどのように分析するのか―マルチレベル分析
一度獲得した学力はどう変化するのか―パネルデータの分析)

＜商品詳細＞

商品番号：NEOBK-2615905
Nakanishi Akira Ki / Hencho Mimi Zuka Hiroaki / Kanshu / Kyoiku Wo Data Science Data Shushu to Bunseki No Ronri
メディア：本/雑誌
重量：340g
発売日：2021/05
JAN：9784623091720

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