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)