University of Madras - Syllabus of Bachelor of Science (BSc) Statistics - Semester V - Major VI - Design of Experiments
UNIVERSITY OF MADRAS
B.Sc. DEGREE COURSE IN STATISTICS
SEMESTER SYSTEM WITH CREDITS
(Effective from the Academic Year 2003-2004)
SYLLABUS
Semester V - Major VI - Design of Experiments
UNIT - 1:
Fundamental Principles of Experiments - Replication, Randomization and Local Control Techniques - Size of experimental unit-Methods of determination of experimental units - (Maximum curvature method-Fairfield Smith's variance law).
UNIT - 2:
Analysis of Variance - one-way, two-way classification (without interaction) Multiple range tests: n Newman Keul's test- Duncan's multiple range test. Tukey's test-TransformationsSqurare root, angular and log transformations.
UNIT - 3:
Linear Model and its classifications. Completely Randomized Design (CRD) and its analysis-Randomized Block Design (RBD) and its analysis-RED-More than one but equal number of observations per cell-Latin Square Design(LSD) and its analysis.
UNIT - 4:
Missing plot technique-Meaning-Least square method of estimating missing Observations- and two observations missing in RBD and LSD - Analysis of covariance technique in CRD and RBD(without derivation)
UNIT - 5:
Factorial experiments - Definition 22, 23 and 32 factorial experiments and their analysis - Principles of confounding-Partial and Complete confounding in 23 - Split plot design and its analysis, BlBD concept and parametric Relations.
Books for Study:
Dass M.N and Gin N.C (1986) Design and Analysis of Experiments, Wiley Eastern, New Delhi. Kempthorne, (1956) Design and Analysis of Experiments, John Wiley. New York.
BOOKS FOR REFERENCE
Montgomery, D (1972) Design of Experiments, John Wiley and Sons