{"type":"product","schema_version":"1.0","item_id":"101737492764","canonical_url":"https://tw.bid.yahoo.com/item/101737492764","title":"An Introduction to Statistical Learning（Hastie,Tibshirani）未使用","subtitle":null,"condition":"近全新","currency":"TWD","observed_at":"2026-05-01T14:00:11.183Z","current_price":1260,"original_price":null,"stock_status":"low_stock","available_quantity":1,"sold_quantity":0,"seller":{"id":"Y4762459297","name":"個人,售出不退買家負擔運送風險","positive_rate":null,"rating_count":null},"images":[{"url":"https://img.yec.tw/ob/image/d44eb153-7871-40a8-ab56-c3d5c7816cd7.jpg","role":"main","alt":"商品主圖","width":null,"height":null},{"url":"https://img.yec.tw/ob/image/23fc0180-0d2f-4281-9e55-3434a7962874.jpg","role":"detail","alt":"商品圖片 2","width":null,"height":null},{"url":"https://img.yec.tw/ob/image/15a75b20-98b7-4112-8403-5e48cb75e06c.jpg","role":"detail","alt":"商品圖片 3","width":null,"height":null},{"url":"https://img.yec.tw/ob/image/91ccd17b-c78e-4af2-a1b1-4fea41476219.jpg","role":"detail","alt":"商品圖片 4","width":null,"height":null},{"url":"https://img.yec.tw/ob/image/3c115529-d8ee-4100-92df-7604a6fc3689.jpg","role":"detail","alt":"商品圖片 5","width":null,"height":null},{"url":"https://img.yec.tw/ob/image/c49413c6-4a56-4642-be8e-37c0bc08704a.jpg","role":"detail","alt":"商品圖片 6","width":null,"height":null}],"description":"Hastie & Tibshiran的經典教科書之一\n\n自藏書，附書套，初版第８刷\n\n未使用過，購入後就放在書櫃上，個人簡單檢查無發現畫線筆記\n\n外觀保存如圖\n\n售出不退，請可接受者再下標\n\n商品描述(中文翻譯)《統計學習導論》提供了統計學習領域的易懂概述，這是一套對於理解過去二十年在生物學、金融、行銷到天體物理等領域出現的龐大且複雜數據集的必要工具。本書介紹了一些最重要的建模和預測技術，以及相關的應用。主題包括線性回歸、分類、重抽樣方法、收縮方法、基於樹的方法、支持向量機、聚類等。書中使用彩色圖形和真實世界的例子來說明所介紹的方法。由於這本教科書的目標是促進科學、工業及其他領域的實務工作者使用這些統計學習技術，因此每一章都包含了在 R 這個極受歡迎的開源統計軟體平台上實施所介紹的分析和方法的教程。\n\n兩位作者共同撰寫了《統計學習的元素》（Hastie, Tibshirani 和 Friedman，第二版 2009），這是一本受歡迎的統計和機器學習研究者的參考書。《統計學習導論》涵蓋了許多相同的主題，但以更廣泛的受眾能夠理解的水平進行介紹。本書的目標讀者是希望使用尖端統計學習技術來分析數據的統計學家和非統計學家。文本僅假設讀者具備線性回歸的先修課程，並不需要具備矩陣代數的知識。\n\nPreface vii\n1 Introduction 1\n2 Statistical Learning 15\n2.1 What Is Statistical Learning? . . . . . . . . . . . . . . . . . 15\n2.1.1 Why Estimate f? . . . . . . . . . . . . . . . . . . . . 17\n2.1.2 How Do We Estimate f? . . . . . . . . . . . . . . . 21\n2.1.3 The Trade-Off Between Prediction Accuracy\nand Model Interpretability . . . . . . . . . . . . . . 24\n2.1.4 Supervised Versus Unsupervised Learning . . . . . . 26\n2.1.5 Regression Versus Classification Problems . . . . . . 28\n2.2 Assessing Model Accuracy . . . . . . . . . . . . . . . . . . . 29\n2.2.1 Measuring the Quality of Fit . . . . . . . . . . . . . 29\n2.2.2 The Bias-Variance Trade-Off . . . . . . . . . . . . . 33\n2.2.3 The Classification Setting . . . . . . . . . . . . . . . 37\n2.3 Lab: Introduction to R . . . . . . . . . . . . . . . . . . . . . 42\n2.3.1 Basic Commands . . . . . . . . . . . . . . . . . . . . 42\n2.3.2 Graphics . . . . . . . . . . . . . . . . . . . . . . . . 45\n2.3.3 Indexing Data . . . . . . . . . . . . . . . . . . . . . 47\n2.3.4 Loading Data . . . . . . . . . . . . . . . . . . . . . . 48\n2.3.5 Additional Graphical and Numerical Summaries . . 49\n2.4 Exercises . . . . . . . . . . . . . . . . . . . . . . . . . . . . 52\n3 Linear Regression 59\n3.1 Simple Linear Regression . . . . . . . . . . . . . . . . . . . 61\n3.1.1 Estimating the Coefficients . . . . . . . . . . . . . . 61\n3.1.2 Assessing the Accuracy of the Coefficient\nEstimates . . . . . . . . . . . . . ...","shipping_methods":[{"name":"郵局掛號","fee":0,"currency":"TWD"},{"name":"7-ELEVEN取貨付款","fee":0,"currency":"TWD"},{"name":"7-ELEVEN取貨不付款","fee":0,"currency":"TWD"},{"name":"面交/自取/不寄送","fee":0,"currency":"TWD"},{"name":"萊爾富取貨付款","fee":0,"currency":"TWD"}],"lowest_shipping_fee":null,"payment_methods":["ATM轉帳","萊爾富取貨付款","7-ELEVEN取貨付款"],"category_id":"2092095880","category_name":"應用科學","breadcrumb":[{"id":"3994318","name":"圖書/影音/文具","url":"/tw/%E5%9C%96%E6%9B%B8-%E5%BD%B1%E9%9F%B3-%E6%96%87%E5%85%B7-3994318-category.html"},{"id":"2092064185","name":"圖書與雜誌","url":"/tw/%E5%9C%96%E6%9B%B8%E8%88%87%E9%9B%9C%E8%AA%8C-2092064185-category.html"},{"id":"2092095879","name":"科學","url":"/tw/%E7%A7%91%E5%AD%B8-2092095879-category.html"},{"id":"2092095880","name":"應用科學","url":"/tw/%E6%87%89%E7%94%A8%E7%A7%91%E5%AD%B8-2092095880-category.html"}],"view_count":0,"watch_count":0,"hashtags":["統計學習","機器學習","Springer","Hastie","R語言"]}