Dean, Angela

Design and analysis of experiments / Angela Dean, Daniel Voss, Danel Draguljić. - 1 online resource (xxv, 840 pages) : illustrations (some color). - Springer texts in statistics, 2197-4136 . - Springer texts in statistics, .

Includes bibliographical references (pages 821-824) and indexes.

Principles and Techniques -- Planning Experiments -- Designs With One Source of Variation -- Inferences for Contrasts and Treatment Means -- Checking Model Assumptions -- Experiments With Two Crossed Treatment Factors -- Several Crossed Treatment Factors -- Polynomial Regression -- Analysis of Covariance -- Complete Block Designs -- Incomplete Block Designs -- Designs With Two Blocking Factors -- Confounded Two-Level Factorial Experiments -- Confounding in General Factorial Experiments -- Fractional Factorial Experiments -- Response Surface Methodology -- Random Effects and Variance Components -- Nested Models -- Split-Plot Designs.

9783319522500

10.1007/978-3-319-52250-0 doi

com.springer.onix.9783319522500 Springer Nature


Statistics.
Experimental design.
Experimental design.
Statistics.
Statistical Theory and Methods.
Probability Theory and Stochastic Processes.
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Mathematics--Probability & Statistics--General.
Probability & statistics.
Mathematical statistics.
Distribution (Probability theory)


Electronic books.

519.5/7 / D-29