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Statistical Methods for SPC and TQM sets out to fill the gap for those in statistical process control (SPC) and total quality management (TQM) who need a practical guide to the logical basis of data presentation, control charting, and capability indices.
Statistical theory is introduced in a practical context, usually by way of numerical examples. Several methods familiar to statisticians have been simplified to make them more accessible. Suitable tabulations of these functions are included; in several cases, effective and simple approximations are offered.
Contents
Data Collection and Graphical Summaries
Numerical Data Summaries-Location and Dispersion
Probability and Distribution
Sampling, Estimation, and Confidence
Sample Tests of Hypothesis; "Significance Tests"
Control Charts for Process Management and Improvement
Control Charts for Average and Variation
Control Charts for "Single-Valued" Observations
Control Charts for Attributes and Events
Control Charts: Problems and Special Cases
Cusum Methods
Process Capability-Attributes, Events, and Normally Distributed Data
Capability; Non-Normal Distributions
Evaluating the Precision of a Measurement System (Gauge Capability)
Getting More from Control Chart Data
SPC in "Non-Product" Applications
Appendices
Produkteigenschaften
- Artikelnummer: 9780412394409
- Medium: Buch
- ISBN: 978-0-412-39440-9
- Verlag: Chapman and Hall/CRC
- Erscheinungstermin: 15.05.1994
- Sprache(n): Englisch
- Auflage: 1. Auflage 1994
- Serie: Chapman & Hall/CRC Texts in Statistical Science
- Produktform: Gebunden
- Gewicht: 630 g
- Seiten: 384
- Format (B x H x T): 156 x 246 x 24 mm
- Ausgabetyp: Kein, Unbekannt
Themen
- Wirtschaftswissenschaften
- Betriebswirtschaft
- Bereichsspezifisches Management
- Produktionsmanagement, Qualitätskontrolle
- Wirtschaftswissenschaften
- Betriebswirtschaft
- Bereichsspezifisches Management
- Produktionsmanagement, Qualitätskontrolle