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Course Co-ordinated by IIT Kharagpur
Coordinators
 
Prof. Jhareswar Maiti
IIT Kharagpur

 

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The objective of this course is to impart students a holistic view of the fundamentals of experimental designs, analysis tools and techniques, interpretation and applications. Upon completion of this course, the students will know (i) the fundamentals of experiments and its uses, (ii) basic statistics including ANOVA and regression, (iii) experimental designs such as RCBD, BIBD, Latin Square, factorial and fractional factorial designs, (iv) application of statistical models in analysing experimental data, (v) RSM to optimize response of interest from an experiment, and (vi) use of software such as Minitab.

 

Week

Topics

1.

Introduction to design and analysis of experiments with basic concepts and applications

2.

 Basic statistics

3.

Analysis of Variance (ANOVA)

4.

Regression

5.

Experimental designs: Randomized complete block design (RCBD)

6.

Experimental designs: Variants of RCBD such as Latin Square, central composite design, etc.

7.

Experimental designs: Full factorial experiments

8.

Experimental designs: 2k factorial experiments

9.

Experimental designs: Fractional factorial experiments

10.

Experimental designs: 2k-p factorial experiments

11.

Response surface methodology (RSM)

12.

Introduction to software MINITAB

Probability and statistics


1. Design and Analysis of Experiments by D C Montgomery, Wiley 2014, Eighth Edition, 730pĀ 


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