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statistical analysis

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Series: ASM Handbook
Volume: 14B
Publisher: ASM International
Published: 01 January 2006
DOI: 10.31399/asm.hb.v14b.a0005152
EISBN: 978-1-62708-186-3
... Abstract Statistics are extremely important tools in the operation of press shops, providing numerical process analysis capabilities. The most common use of statistics in the press shop is statistical process control (SPC) that uses statistical techniques such as control charts to analyze...
Series: ASM Handbook
Volume: 8
Publisher: ASM International
Published: 01 January 2000
DOI: 10.31399/asm.hb.v08.a0009212
EISBN: 978-1-62708-176-4
... Abstract This article discusses statistical concepts that form the basis of most of the following articles on specific areas of applied statistics and data analysis. It reviews some of the basic concepts that must be understood to successfully apply the statistical procedures, including...
Series: ASM Handbook
Volume: 13A
Publisher: ASM International
Published: 01 January 2003
DOI: 10.31399/asm.hb.v13a.a0003712
EISBN: 978-1-62708-182-5
... Reflectivity of highway markers when new and after one year in service. Units for reflectivity are specific intensity (millicandela) per unit area. Abstract Abstract This article presents definitions, equations, and notational conventions that are used widely in statistical analysis. It provides...
Series: ASM Handbook
Volume: 18
Publisher: ASM International
Published: 31 December 2017
DOI: 10.31399/asm.hb.v18.a0006368
EISBN: 978-1-62708-192-4
.... This article introduces the basics of signal processing in time, frequency, and time-frequency domains. It focuses on statistical analysis of the time-domain data. Various measures of data distribution and variability are pointed out. Important signal-processing functions in the frequency domain are presented...
Series: ASM Handbook
Volume: 8
Publisher: ASM International
Published: 01 January 2000
DOI: 10.31399/asm.hb.v08.a0009216
EISBN: 978-1-62708-176-4
... Abstract Statistical analysis of mechanical property data is the most reliable method for determination of minimum design allowables. This article describes the general procedures used to determine design allowables. It provides information on the determination of a distribution form...
Book Chapter

By Mark Hayes
Series: ASM Handbook
Volume: 19
Publisher: ASM International
Published: 01 January 1996
DOI: 10.31399/asm.hb.v19.a0002377
EISBN: 978-1-62708-193-1
...; manufacturing processes; rate of application of load; and embrittlement or cracking. The article summarizes the methods of statistical analysis of S-N data for general comparisons of fatigue strength of spring steels. The fatigue performance of springs is illustrated by Goodman diagrams. The article also...
Series: ASM Handbook
Volume: 19
Publisher: ASM International
Published: 01 January 1996
DOI: 10.31399/asm.hb.v19.a0002373
EISBN: 978-1-62708-193-1
..., rails, and gear couplings. It discusses the statistical analysis of rolling contact bearing-life tests. The article concludes with information on various approaches that improve the contact fatigue resistance of rolling contact systems. References 1. Bhargava V. , Hahn G.T...
Series: ASM Handbook
Volume: 13A
Publisher: ASM International
Published: 01 January 2003
DOI: 10.31399/asm.hb.v13a.a0003661
EISBN: 978-1-62708-182-5
... 100, and electrochemical noise measurements. The visual examination, metallographic examination, and nondestructive inspection of pits are discussed. The article reviews the procedures for the use of standard charts, metal penetration, statistical analysis, and loss in mechanical properties...
Series: ASM Handbook
Volume: 20
Publisher: ASM International
Published: 01 January 1997
DOI: 10.31399/asm.hb.v20.a0002431
EISBN: 978-1-62708-194-8
... for Comparing Test Methods” E 1323 “Guide for Evaluating Laboratory Measurement Practices and the Statistical Analysis of the Resulting Data” Statistical analysis of test data E 178 “Practice for Dealing with Outlying Observations” E 739 “Practice for Statistical Analysis of Linear...
Series: ASM Handbook
Volume: 20
Publisher: ASM International
Published: 01 January 1997
DOI: 10.31399/asm.hb.v20.a0002436
EISBN: 978-1-62708-194-8
... for operating hazard analysis. Source: Ref 7 Abstract Abstract Risk and hazard analysis can be effectively used during design reviews to provide valuable feedback to the design to avoid failures. This article discusses the types of risks, namely, real risk, statistical risk, predicted risk...
Book: Casting
Series: ASM Handbook
Volume: 15
Publisher: ASM International
Published: 01 December 2008
DOI: 10.31399/asm.hb.v15.a0005346
EISBN: 978-1-62708-187-0
.... It describes the advanced quality tools: advanced product quality planning, failure mode and effects analysis, control planning, measurement systems analysis, lean tools, statistical process control, production viability and tryout, and Six Sigma. advanced product quality planning control charts...
Series: ASM Handbook Archive
Volume: 10
Publisher: ASM International
Published: 01 January 1986
DOI: 10.31399/asm.hb.v10.a0001759
EISBN: 978-1-62708-178-8
... Abstract Crystallographic texture measurement and analysis is an important tool for correlating material properties with microstructural features. This article describes the general approach to quantifying crystallographic texture, namely, the collection of statistical data from grain...
Series: ASM Handbook
Volume: 11
Publisher: ASM International
Published: 15 January 2021
DOI: 10.31399/asm.hb.v11.a0006764
EISBN: 978-1-62708-295-2
... detectability. The event that spurred an updated statistical approach to POD, as described in Ref 3 , was the analysis of a large U.S. Air Force (USAF) study of the capability of inspectors/inspections being performed at USAF depots in the mid-1970s, widely known as the “Have Cracks, Will Travel” study...
Series: ASM Handbook
Volume: 19
Publisher: ASM International
Published: 01 January 1996
DOI: 10.31399/asm.hb.v19.a0002369
EISBN: 978-1-62708-193-1
...., Statistical Analysis of Fatigue Data , STP 744, American Society for Testing and Materials , 1981 7. Wirsching P.H. , Probabilistic Fatigue Analysis , Probabilistic Structural Mechanics Handbook , Sundarajan C. , Ed., Chapman & Hall , 1995 , p 146 – 165 10.1007/978-1-4615-1771...
Series: ASM Handbook
Volume: 22B
Publisher: ASM International
Published: 01 November 2010
DOI: 10.31399/asm.hb.v22b.a0005544
EISBN: 978-1-62708-197-9
...://flapw.com/products.html Table 11 Statistical tools and design optimization (neural nets, principal component analysis) Inputs: composition, process conditions, properties. Outputs: correlations between inputs and outputs; mechanistic insights. Software name Function or process applications...
Series: ASM Handbook
Volume: 13A
Publisher: ASM International
Published: 01 January 2003
DOI: 10.31399/asm.hb.v13a.a0003641
EISBN: 978-1-62708-182-5
... on the statistical concepts to produce effective test programs. References References 1. “Standard Guide for Applying Statistics to Analysis of Corrosion Data,” G 16 Annual Book of ASTM Standards , Vol 03.02 , American Society for Testing of Materials , 1999 2. Tomiura A. , Lessons...
Series: ASM Handbook
Volume: 1A
Publisher: ASM International
Published: 31 August 2017
DOI: 10.31399/asm.hb.v01a.a0006334
EISBN: 978-1-62708-179-5
... via statistical analysis for ductile iron ( Ref 21 ): (Eq 5) Primary shrinkage risk  ( % ) = A 1 + A 2 % primary austenite where the A i terms correspond to constants. The use of zero curve allows determination of the energy involved exclusively in the phase...
Series: ASM Handbook
Volume: 8
Publisher: ASM International
Published: 01 January 2000
DOI: 10.31399/asm.hb.v08.a0009219
EISBN: 978-1-62708-176-4
..., notch concentrations, and temperatures. Successful fatigue data analysis depends on proper experiment planning and preparation. If the test data have been generated previously, guidelines cannot be used to change the quality of the data. However, specific statistical procedures can be applied...
Series: ASM Handbook
Volume: 13A
Publisher: ASM International
Published: 01 January 2003
DOI: 10.31399/asm.hb.v13a.a0003638
EISBN: 978-1-62708-182-5
... of experiments and produce data that are subjected to statistical analysis. Statistically significant data can then be used to develop mechanistic- and knowledge-based models that are used, for example, as critical elements in life cycle management of equipment and structures. Laboratory procedures are used...
Series: ASM Handbook
Volume: 22A
Publisher: ASM International
Published: 01 December 2009
DOI: 10.31399/asm.hb.v22a.a0005407
EISBN: 978-1-62708-196-2
..., mechanically alloyed materials, and so on. A special feature of the models is the ability to provide upper and lower limits of the predicted value, thanks to the introduction of probability theory into nonlinear data statistical analysis. How to calculate the error associated with the prediction...