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Tuning Metaheuristics

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出版日:2009/05/01 作者:Mauro Birattari  出版社:Springer Verlag  裝訂:精裝
The importance of tuning metaheuristics is widely acknowledged in scientific literature. However, there is very little dedicated research on the subject. Typically, scientists and practitioners tune
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Oracle E-business Suite 12 Tuning Tips & Techniques ― Manage & Optimize for World-class Effectiveness, Efficiency, and Success
75 折
出版日:2013/09/11 作者:Richard Bingham  出版社:McGraw-Hill Osborne Media  裝訂:平裝
Master Oracle E-Business Suite 12 Performance Tuning and Optimization Deliver on the promise of lower TCO and achieve operational excellence by implementing a comprehensive enterprise application mana
優惠價: 75 1738
庫存:1
現代AI是這麼做出來的:從訓練、演算法到微調全實作
79 折
出版日:2025/11/19 作者:梁楠  出版社:深智數位  裝訂:平裝
【書籍特點】☆Transformer:自注意力、多頭注意力、位置編碼☆GPT:文字生成、Greedy Search、Beam Search、困惑度評估☆BERT:遮罩語言模型、預訓練、微調、分類任務☆ViT:影像分塊、視覺嵌入、注意力量化☆微調方法:Adapter Tuning、LoRA、P-Tuning☆資料處理:文字清洗、分詞、嵌入向量、資料增強☆混合精度與分散式訓練:Data Parallel、Model Parallel、梯度累積☆對比學習與對抗訓練:SimCLR、GAN、自監督任務☆最佳化器:AdamW、LAMB、動態學習率、Warmup、餘弦退火☆模型壓縮:知識蒸餾、教師學生架構、權重剪枝☆訓練流程:Tokenization、多GPU訓練、訓練中斷與恢復☆微調實作:資料集切分、層級凍結、超參數調整、推理量化【內容簡介】本書共分為12章,涵蓋大模型的建構、訓練與微調流程。第一章介紹Transformer的基本原理,包括自注意力、多頭注意力與位置編碼。第二章說明GPT模型的文字生成機制與實作方法,並比較Greedy與Beam Search等生成策略。第三章講解BERT模型的編碼結構與遮罩語言模型任務,並說明如何應用於分類任務。第四章介紹ViT模型在影像分塊、嵌入與注意力運算上的應用。第五章說明Adapter Tuning、LoRA、P-Tuning等常見微調方法。第六章說明資料清洗、資料增強與嵌入向量生成等處理技術。第七章解釋混合精度訓練、多GPU併行與梯度累積等效率優化技術。第八章涵蓋對比學習與對抗訓練,包括SimCLR與GAN的實作細節。第九章介紹AdamW與LAMB最佳化器,並比較各種動態學習率排程方式。第十章說明知識蒸餾與剪枝,包括教師學生架構與多頭注意力精簡方法。第十一章示範大模型訓練流程,從資料前處理到訓練中斷與恢復。第十二章介紹模型微調的實作,包括資料集切分、參數設定與推理效能調整。
優惠價: 79 695
庫存:4
吉他贏家
滿額折
出版日:2014/10/01 作者:周重凱  出版社:麥書國際文化  裝訂:平裝
豐富的流行歌曲,將有助於初學者的學習興趣,學習效果更佳。簡單易學的教學單元,將一步一步有系統的教您學會吉他彈奏要領! 曲目包羅萬象,包含流行老歌、最新流行、經典民謠、鄉村藍調及拉丁爵士...各式曲風歌曲。 Percussion、Slap、Tapping的技巧彈奏分析及Open Tuning曲風彈奏。
優惠價: 9 360
庫存:1
生成式AI應用開發:基於OpenAI API實現
79 折
出版日:2025/11/19 作者:陳禎民  出版社:深智數位  裝訂:平裝
【書籍特點】☆GPT模型歷史、架構與API功能解析☆OpenAI文字轉語音與語音轉文字實作☆Chat系列API端點與流式回應設計☆ChatGPT應用介面建構與訊息狀態處理☆System Prompt建構與角色扮演範例☆ChatGPT跨平台部署與Vercel整合☆飛書機器人API連接與事件回應開發☆VSCode外掛模組開發流程與通訊機制☆AI程式輔助:自動生成、語言轉換、程式診斷☆Hugging Face模型私有部署與P-Tuning微調☆文本向量化技術與嵌入式匹配範例☆向量資料庫Chroma操作與距離計算方式☆ChatGPT外掛知識庫系統建構與查詢設計☆提示詞工程模組化設計與Coze平台整合【內容簡介】本書共分九章。第一章介紹GPT模型歷程、原理與API介面。第二章說明OpenAI文字與語音轉換功能、API端點設計與請求庫封裝。第三章展示ChatGPT應用構建,包括互動區域、聊天快取與角色設定。第四章實作飛書機器人與OpenAI結合,開發多種回應與通知功能。第五章說明VSCode外掛程式開發流程與Webview通訊技術。第六章實作AI程式輔助模組,包含語言轉換、程式診斷與自動修復。第七章說明如何部署ChatGLM等開源模型與進行P-Tuning微調。第八章介紹RAG技術,實作文字向量化與Chroma向量資料庫整合,建構查詢式知識庫。第九章為提示詞工程與LLM社群工具介紹,說明提示詞模式、模型回應最佳化與Coze平台應用。
優惠價: 79 774
庫存:5
業界實戰親授:大型語言模型微調、最佳化、佈署一次到位
滿額折
出版日:2025/06/19 作者:莊建; 滕海云; 莊金蘭-著  出版社:深智數位  裝訂:平裝
?回顧對話機器人歷史,從人機交流到現代語言模型?解析人工智慧發展,聚焦通用人工智慧(AGI)?指導大型語言模型私有化部署,涵蓋環境建置?介紹語言模型核心理論,從統計方法到Transformer?解析Hugging Face與Transformers函數庫應用?介紹高效微調技術,如Prompt Tuning與LoRA?實作LoRA與QLoRA微調GLM-4,提升效能?探討提示工程,提升模型推理與應用能力?解析多角色對話與AI Agent的運作模式?介紹LangChain框架,涵蓋Chain與Agents?展示垂直領域模型應用,以紅十字會資料實作?解析檢索增強生成(RAG),結合LLM與知識庫本書第一章回顧對話機器人的發展,探討人工智慧的演進與未來趨勢。第二章介紹大型語言模型的私有化部署,包括CUDA環境建置、PyTorch安裝與GLM-4模型執行。第三章解析語言模型的理論基礎,涵蓋統計語言模型、Transformer架構與Attention機制。第四章說明Hugging Face與Transformers函數庫的應用,幫助讀者開發與微調LLM。第五章介紹高效微調技術,如Prompt Tuning、LoRA、QLoRA等方法,提升模型效能。第六章進一步探討LoRA微調GLM-4的實戰應用與量化技術。第七章解析提示工程,說明Few-shot、Chain of Thought等推理增強技術。第八章介紹AI Agent與多角色對話模式,並探討Function Calling的應用。第九章深入LangChain框架,涵蓋Chain、Memory與Agents的實作,並整合資料庫與檢索增強生成(RAG)技術。第十章展示大型模型在垂直領域的應用,例如微調GLM-4處理紅十字會資料,提供完整的實戰示範。
優惠價: 9 882
庫存:4
Oracle Vm Implementation And Administration Guide
66 折
出版日:2011/07/13 作者:Edward Whalen  出版社:Mcgraw-Hill; Inc.  裝訂:平裝
Master the Powerful Virtualization Tools in Oracle VMSet up and maintain a dynamic virtualization platform across your enterprise using the detailed information contained in this Oracle Press guide. Oracle VM Implementation and Administration Guide contains key virtualization concepts, practical instructions, examples, and best practices. Find out how to design Oracle VM server farms, build and deploy virtual machines, handle provisioning and cloning, and work with Oracle VM Manager. Monitoring, tuning, and security techniques are also covered in this comprehensive volume.Install, configure, and manage all Oracle VM componentsPlan, size, and set up Oracle VM server farms and server poolsControl resources from Oracle Enterprise Manager Grid Control, Oracle VM Manager, and Oracle VM Command Line InterfaceGovern network drives and virtual storage using Oracle VM toolsCreate virtual machines manually or from Oracle library templatesConvert existing virtual machines on other systems to Orac
優惠價: 66 1254
庫存:1
財經時間序列預測:使用R的計量與機器學習方法
滿額折
出版日:2022/08/25 作者:何宗武  出版社:五南圖書出版  裝訂:平裝
本書為進階的教材,需要經濟計量方法和矩陣代數的基礎。時間序列預測是統計學裡非常實用的工具,不論是分析投資組合的數據、全球總經和金融市場,以及預測景氣循環變動等等,可以用過去的數據資料,預測未來趨勢,是可以符合實際決策需要的實用能力。書中並介紹機器學習方法,機器學習不是指特定估計方法,學習指的是如何在資料結構中運算,以追蹤最小預測誤差的方法獲得最佳預測(tuning)。我們應用機器學習演算法訓練歷史資料,執行特徵萃取(features extraction),再測試預測表現。依此建立一個可預測未來的模型,作為決策之用。使用R語言進行時間序列預測是本書的一大特點,R語言是統計學中普及且容易上手的分析工具,書中針對一個個資料分析步驟進行深度解說,教給讀者進行預測與評估的最實用方法。
優惠價: 95 570
庫存:2
出版日:2012/08/01 作者:El-ghazali Talbi (EDT)  出版社:Springer Verlag  裝訂:精裝
The main goal of this book is to provide a state of the art of hybrid metaheuristics. The book provides a complete background that enables readers to design and implement hybrid metaheuristics to solv
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Metaheuristics: From Design To Implementation
90 折
出版日:2009/06/04 作者:Talbi  出版社:John Wiley & Sons Inc  裝訂:精裝
A unified view of metaheuristics This book provides a complete background on metaheuristics and shows readers how to design and implement efficient algorithms to solve complex optimization problems a
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Parallel Metaheuristics: A New Class Of Algorithms
90 折
出版日:2005/08/25 作者:Alba  出版社:John Wiley & Sons Inc  裝訂:精裝
Solving complex optimization problems with parallel metaheuristics Parallel Metaheuristics brings together an international group of experts in parallelism and metaheuristics to provide a much-needed
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LLM語意理解與文字生成技術完全開發
滿額折
出版日:2025/09/22 作者:Jay Alammar; Maarten Grootendorst-原著  出版社:美商歐萊禮  裝訂:平裝
AI 語言技術的進步,正以前所未有的速度改變世界!「Jay和Maarten一如既往地運用精美的插圖為複雜主題提供深具洞察的描述。對於任何想了解大型語言模型背後主要技術的人來說,這本書都是寶貴的資源。」—Andrew Ng(吳恩達),DeepLearning.AI 創辦人「我想不出有哪本書比這本書更重要,值得現在就去閱讀。書中的每一頁,我都學到在這個語言模型時代,對於成功至關重要的知識。」—Josh Starmer,StatQuest想深入了解大型語言模型的奧秘,並將其應用於實際專案中?《Hands-On Large Language Models》正是為你量身打造的指南!由知名AI專家Jay Alammar和Maarten Grootendorst執筆,透過近300幅精美圖解,帶你輕鬆掌握LLM的核心概念和實踐技巧。無論是文案撰寫、摘要生成,還是建立先進的語義搜尋系統,本書都提供了詳盡的步驟和範例,助你在AI領域中脫穎而出。快讓《Hands-On Large Language Models》開啟你的 AI 進階之旅!--------------------------------------------------------近年來,AI在語言處理領域取得了驚人的突破。隨著深度學習的快速發展,語言AI系統在文字寫作與理解方面的能力,比以往任何時候都更加出色。這一趨勢正在催生全新的功能、產品,甚至是全新的產業。透過本書視覺化的教學方式,你將學習如何運用這些強大技術,掌握實用工具與關鍵概念,並能立即應用於你的專案中!你將學會如何運用預訓練的 LLM 進行文案撰寫與摘要生成;打造超越傳統關鍵字匹配技術的語義搜尋系統;運用現有的函式庫和預訓練模型,來進行文本分類、搜尋與聚類。本書將助你深入理解:• Transformer語言模型的架構,掌握文本生成與語意表達的核心技術。• 構建高效的LLM流程,對文本資料進行聚類並探索其主題。• 透過密集檢索(dense retrieval)與重新排名(reranking),構建超越關鍵字匹配的語義搜尋引擎。• 從提示工程(prompt engineering)到檢索擴增生成(RAG),探索生成式AI的各種運用方式。• 深入學習如何訓練 LLM,針對特定應用進行優化,包括生成式微調(generative fine-tuning)、對比微調(
優惠價: 9 882
庫存:7
Handbook of Metaheuristics
90 折
出版日:2018/10/02 作者:Michel Gendreau (EDT); Jean-yves Potvin (EDT)  出版社:Springer Nature  裝訂:精裝
The third edition of this handbook is designed to provide a broad coverage of the concepts, implementations, and applications in metaheuristics. The book’s chapters serve as stand-alone presentations
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Metaheuristics
90 折
出版日:2017/01/22 作者:Patrick Siarry (EDT)  出版社:Springer-Verlag New York Inc  裝訂:精裝
Metaheuristics exhibit desirable properties like simplicity, easy parallelizability, and ready applicability to different types of optimization problems. After a comprehensive introduction to the fiel
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Metaheuristics For Production Scheduling
90 折
出版日:2013/05/13 作者:Jarboui  出版社:John Wiley & Sons Inc  裝訂:平裝
This book describes the potentialities of metaheuristics forsolving production scheduling problems and the relationship betweenthese two fields.For the past several years, there has been an increasing
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出版日:2013/03/13 作者:Luca Di Gaspero (EDT); Andrea Schaerf (EDT); Thomas Stntzle (EDT)  出版社:Springer Verlag  裝訂:精裝
Collecting work presented at the 9th Metaheuristics International Conference (2011), this book covers theoretical properties and performance guarantees, configuration of metaheuristic algorithms, comb
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This book constitutes the refereed proceedings of the 6th International Workshop on Hybrid Metaheuristics, HM 2009, held in Udine, Italy, in October 2009.The 12 revised full papers presented together
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出版日:2007/06/01 作者:Greg Banish  出版社:Specialty Pr Pub & Wholesalers  裝訂:平裝
As tools for tuning modern engines have become more powerful and sophisticated in recent years, the need for in-depth knowledge of engine management systems and tuning techniques has grown. Tuning eng
Metaheuristics for Business Analytics ― A Decision Modeling Approach
90 折
出版日:2018/09/01 作者:Abraham Duarte; Manuel Laguna; Rafael Marti  出版社:Springer Nature  裝訂:平裝
This essential metaheuristics tutorial provides descriptions and practical applications in the area of business analytics. It addresses key problems in predictive and prescriptive analysis, while also
優惠價: 9 3392
無庫存
出版日:2017/04/21 作者:Amir Nakib (EDT); El-ghazali Talbi (EDT)  出版社:Springer-Verlag New York Inc  裝訂:精裝
This book highlights recent research on metaheuristics for biomedical engineering, addressing both theoretical and applications aspects. Given the multidisciplinary nature of bio-medical image analysi
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Advances in Metaheuristics ─ Applications in Engineering Systems
90 折
出版日:2016/12/01 作者:Timothy Ganesan; Pandian Vasant; Irraivan Elamvazuthi  出版社:Productivity Press  裝訂:平裝
Advances in Metaheuristics: Applications in Engineering Systems provides details on current approaches utilized in engineering optimization. It gives a comprehensive background on metaheuristic applic
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Metaheuristics For Vehicle Routing Problems
90 折
出版日:2016/02/12 作者:Labadie  出版社:John Wiley & Sons Inc  裝訂:精裝
This book is dedicated to metaheuristics as applied to vehicle routing problems. Several implementations are given as illustrative examples, along with applications to several typical vehicle routing
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Evolutionary Algorithms and Metaheuristics in Civil Engineering and Construction Management
90 折
出版日:2015/07/23 作者:Jorge Magalhaes-mendes (EDT); David Greiner (EDT)  出版社:Springer Verlag  裝訂:精裝
Evolutionary algorithms and metaheuristics play an increasing key role in the optimum design in many applied sciences and engineering fields. This book focus on civil and structural engineering and co
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Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics ― Theory and Applications
90 折
出版日:2014/10/01 作者:Oscar Castillo (EDT); Patricia Melin (EDT)  出版社:Springer Verlag  裝訂:精裝
This book describes recent advances on fuzzy logic augmentation of nature-inspired optimization metaheuristics and their application in areas such as intelligent control and robotics, pattern recognit
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Applications of Metaheuristics in Process Engineering
90 折
出版日:2014/08/21 作者:Jayaraman Valadi (EDT); Patrick Siarry (EDT)  出版社:Springer-Verlag New York Inc  裝訂:精裝
Metaheuristics exhibit desirable properties like simplicity, easy parallelizability and ready applicability to different types of optimization problems such as real parameter optimization, combinatori
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
出版日:2014/08/01 作者:Murali Vallath  出版社:Springer Verlag  裝訂:平裝
Expert Oracle RAC Performance Diagnostics and Tuning provides comprehensive coverage of the features, technology and principles for testing and tuning RAC databases. The book takes a deep look at opti
優惠價: 1 3999
無庫存
出版日:2013/10/31 作者:Yossi Borenstein (EDT); Alberto Moraglio (EDT)  出版社:Springer-Verlag New York Inc  裝訂:精裝
This edited book puts together theoretical and principled methods for incorporating problem knowledge in evolutionary algorithms and other metaheuristics, and for designing and adapting them to the sp
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出版日:2013/04/09 作者:El-ghazali Talbi (EDT); Luce Brotcorne (EDT)  出版社:Springer Verlag  裝訂:精裝
This book provides a complete background on metaheuristics to solve complex bi-level optimization problems (continuous/discrete, mono-objective/multi-objective) in a diverse range of application domai
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出版日:2012/10/31 作者:Peng-yeng Yin (EDT)  出版社:Igi Global  裝訂:精裝
"This book provides insight on the latest advances and analysis of technologies in metaheuristics computing, offering widespread coverage on topics such as genetic algorithms, differential evolution,
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Metaheuristics for Dynamic Optimization
90 折
出版日:2012/08/12 作者:Enrique Alba (EDT); Amir Nakib (EDT); Patrick Siarry (EDT)  出版社:Textstream  裝訂:精裝
This book is an updated effort in summarizing the trending topics and new hot research lines in solving dynamic problems using metaheuristics. An analysis of the present state in solving complex probl
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出版日:2009/09/01 作者:Vittorio Maniezzo (EDT); Thomas Stutzle (EDT); Stefan Vob (EDT)  出版社:Springer Verlag  裝訂:平裝
Metaheuristics support managers in decision-making with robust tools that provide high-quality solutions to important applications in business, engineering, economics, and science in reasonable time f
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Handbook of Approximation Algorithms and Metaheuristics
90 折
出版日:2007/05/09 作者:Teofilo F. Gonzalez (EDT)  出版社:Chapman & Hall  裝訂:精裝
Delineating the tremendous growth in this area, the Handbook of Approximation Algorithms and Metaheuristics covers fundamental, theoretical topics as well as advanced, practical applications. It is th
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出版日:2005/05/06 作者:Toshihide Ibaraki; Koji Nonobe (EDT); Mutsunori Yagiura  出版社:Springer Verlag  裝訂:平裝
Metaheuristics: Progress as Real Problem Solvers is a peer-reviewed volume of eighteen current, cutting-edge papers by leading researchers in the field. Included are an invited paper by F. Glover and
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出版日:2002/02/01 作者:Gian-Paolo D. Musumeci; Michael Kosta Loukides  出版社:Oreilly & Associates Inc  裝訂:平裝
"System Performance Tuning" covers two distinct areas: performance tuning, or the art of increasing performance for a specific application, and capacity planning, or deciding what hardware best fulfil
優惠價: 1 1710
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Piano Tuning ─ A Simple and Accurate Method for Amateurs
滿額折
出版日:1975/06/01 作者:J. Cree Fischer  出版社:Dover Pubns  裝訂:平裝
Learn a very simple, professional method for tuning with 17 lessons. The author, who taught at a piano tuning school, explains how to use basic tuning tools to correct a few notes or an entire piano.
優惠價: 9 340
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Fine-Tuning in the Physical Universe
90 折
出版日:2020/10/31 作者:David Sloan  出版社:Cambridge Univ Pr  裝訂:精裝
Is the universe fine-tuned for complexity, life, or something else? This comprehensive overview of fine-tuning arguments in physics, with contributions from leading researchers in their fields, sheds light on this often used but seldom understood topic. Each chapter reviews a specific subject in modern physics, such as dark energy, inflation, or solar system formation, and discusses whether any parameters in our current theories appear to be fine-tuned and, if so, to what degree. Connections and differences between these fine-tuning arguments are made clear, and detailed mathematical derivations of various fine-tuned parameters are given. This accessible yet precise introduction to fine-tuning in physics will aid students and researchers across astrophysics, atomic and particle physics and cosmology, as well as all those working at the intersections of physics and philosophy.
優惠價: 9 3293
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Handbook of Approximation Algorithms and Metaheuristics ― Methologies and Traditional Applications, Volume 1
90 折
出版日:2018/05/23 作者:Teofilo F. Gonzalez (EDT)  出版社:Chapman & Hall  裝訂:精裝
Handbook of Approximation Algorithms and Metaheuristics, Second Edition reflects the tremendous growth in the field, over the past two decades. Through contributions from leading experts, this handboo
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出版日:2016/10/31 作者:Christian Von Borczyskowski; Eduard Zenkevich  出版社:CRC Pr I Llc  裝訂:精裝
Nanotechnology opens new horizons for tuning optical properties. This book introduces basic tuning schemes, including those on a single particle level, with emphasis on surface and interface manipulat
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Standard Tuning Slide Guitar
滿額折
出版日:2016/03/11 作者:Greg Koch  出版社:Hal Leonard Corp  裝訂:有聲書
(Guitar Educational). Standard Tuning Slide Guitar is a compilation of slide guitar techniques accumulated by author and uber-guitarist Greg Koch for over 30 years. With detailed notation and tablatur
優惠價: 1 900
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出版日:2015/11/26 作者:Sarjinder Singh; Stephen A. Sedory; Maria Del Mar Rueda; Antonio Arcos; Raghunath Arnab  出版社:Elsevier Science Ltd  裝訂:精裝
A New Concept for Tuning Design Weights in Survey Sampling: Jackknifing in Theory and Practice introduces the new concept of tuning design weights in survey sampling by presenting three concepts: cali
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