Statistical and Multivariate Analysis in Material Science

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ISBN No.:	9781138196308
Pages:	276
Year:	202105
Format:	Trade Cloth (Hard Cover)
Price:	$ 249.58
Dispatch delay:	Dispatched between 7 to 15 days
Status:	Available

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Synopsis
Table of contents
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Introduction. Fundamental Statistical Concepts. Distributions. Hypothesis Tests. T-test. F-test. Extreme value statistics. Case studies.

Design of Experiment. Statistical Principles in Experimental Design. Factorial design. Fractional Factorial design. Special Design. Case studies. Pattern Recognition . Principal Component Analysis.

Case studies. Cluster analysis. Case studies. Multiway Pattern Recognition. Case studies. Regression Methods. Linear Regression. Multiple Linear Regression.

Principal component regression. Partial Least Squares. Model Validation. Case Studies. Appendix.

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