Statistical Process Control Demystified (Paperback) (統計過程控制解密)
Paul A. Keller
- 出版商: McGraw-Hill Education
- 出版日期: 2011-08-09
- 定價: $875
- 售價: 8.0 折 $700
- 語言: 英文
- 頁數: 320
- 裝訂: Paperback
- ISBN: 0071742492
- ISBN-13: 9780071742498
-
相關分類:
機率統計學 Probability-and-statistics、Data Science
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商品描述
INCREASE your odds of learning STATISTICAL process control (SPC)
Identify and reduce variation in business processes using SPC--the powerful analysis tool for process evaluation and improvement. Statistical Process Control Demystified shows you how to use SPC to enable data-driven decision making and gain a competitive advantage in the marketplace.
Written in a step-by-step format, this practical guide explains how to analyze process data, collect data, and determine the suitability of a process in meeting requirements. Attribute and X-bar control charts are discussed, as are charts for individuals data. You'll also get details on process improvement and measurement systems analysis. Detailed examples, calculations, and statistical assumptions make it easy to understand the material, and end-of-chapter quizzes and a final exam help reinforce key concepts.
It's a no-brainer! You'll learn about:
- Control chart interpretation
- Overcoming common errors in the use of SPC and general statistical analysis tools
- Sampling requirements
- Analysis using Excel
- Estimating process variation
- Designed experiments
- Measurement systems analysis, including R&R studies
- Continuous process improvement strategies
Simple enough for a beginner, but challening enough for an advanced student, Statistical Process Control Demystified is your shortcut to this powerful analysis solution.
商品描述(中文翻譯)
提高學習統計過程控制(SPC)的機會
使用SPC來識別和減少業務流程中的變異,這是一種強大的流程評估和改進分析工具。《統計過程控制解密》向您展示如何使用SPC來實現數據驅動的決策,並在市場上獲得競爭優勢。
這本實用指南以逐步的方式撰寫,解釋了如何分析流程數據、收集數據以及確定流程是否符合要求。本書討論了屬性控制圖和X-bar控制圖,以及個體數據的圖表。您還將獲得有關流程改進和測量系統分析的詳細信息。詳細的示例、計算和統計假設使讀者易於理解材料,章末的測驗和期末考試有助於鞏固關鍵概念。
這本書將讓您了解以下內容:
- 控制圖的解讀
- 克服在使用SPC和一般統計分析工具時常見的錯誤
- 取樣要求
- 使用Excel進行分析
- 估計流程變異性
- 設計實驗
- 測量系統分析,包括R&R研究
- 持續流程改進策略
《統計過程控制解密》既適合初學者,也適合高級學生,是您掌握這種強大分析解決方案的捷徑。