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Statistical Design and Analysis of Experiments Robert L. Mason

Statistical Design and Analysis of Experiments By Robert L. Mason

Statistical Design and Analysis of Experiments by Robert L. Mason

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Summary

Offered here is a practical guide to statistical methods useful in designing and analyzing experiments. An introductory section which provides background information is followed by discussions of such topics as experimental design, regression modelling and the analysis of data.

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Statistical Design and Analysis of Experiments Summary

Statistical Design and Analysis of Experiments: With Applications to Engineering and Science by Robert L. Mason

Offered here is a practical guide to statistical methods useful in designing and analyzing experiments. An introductory section provides background information. Part I presents elementary descriptive statistics and graphical displays. Part II addresses experimental design. Part III discusses analysis of data from each of the designs presented in Part II. Part IV is devoted to regression modelling.

Table of Contents

Part 1 Describing variability: descriptive statistics; graphical displays of data; graphical comparisons of distributions. Part 2 Experimental design: statistical principles in experimental design; factorial experiments in completely randomized designs; blocking designs; fractional factorial experiments; nested designs; response-surface designs. Part 3 Analysis of designed experiments: statistical principles in data analysis; inferences on means; inferences on standard deviations; analysis of completely randomized designs; multiple comparisons; analysis of designs with random factor levels; analysis of blocking designs and fractional factorials; analysis of covariance; analysis of count data. Part 4 Fitting data: linear regression with one variable; linear regression with several variables; polynomial models; outlier detection; assessment of model assumptions; model respecification; variable selection techniques; alternative regression estimators.

Additional information

CIN047185364XVG
9780471853640
047185364X
Statistical Design and Analysis of Experiments: With Applications to Engineering and Science by Robert L. Mason
Robert L. Mason
Probability & Mathematical Statistics S.
Used - Very Good
Hardback
John Wiley and Sons Ltd
19890529
708
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

Customer Reviews - Statistical Design and Analysis of Experiments