100 Most Popular Courses for November

Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Indian Institute of Technology, Kharagpur

Design and Analysis of Experiments

Indian Institute of Technology, Kharagpur and NPTEL via Swayam

Go to class Write review

This course may be unavailable.

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Grab it
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.

INTENDED AUDIENCE:
  • All Engineering
  • Science
  • Management Students
PRE-REQUISITES: Probability and statisticsINDUSTRY SUPPORT :
  • Manufacturing companies like GM, Tata Motors, Tata Steel
  • Process industries such as ONGC
  • General Electric
  • R&D organizations

Syllabus

COURSE LAYOUT

Week 1: Introduction to design and analysis of experiments with basic concepts and applicationsWeek 2: Basic statisticsWeek 3: Analysis of Variance (ANOVA)Week 4: RegressionWeek 5: Experimental designs: Randomized complete block design (RCBD)Week 6: Experimental designs: Variants of RCBD such as Latin Square, central composite design, etc.Week 7: Experimental designs: Full factorial experimentsWeek 8: Experimental designs: 2k factorial experimentsWeek 9: Experimental designs: Fractional factorial experimentsWeek 10:Experimental designs: 2k-p factorial experimentsWeek 11:Response surface methodology (RSM)Week 12: Introduction to software MINITAB

Taught by

J. Maiti

Tags

Reviews

5.0 rating, based on 1 Class Central review

Start your review of Design and Analysis of Experiments

  • Profile image for Nagraj Shet
    Nagraj Shet
    To apply statistics that deals with planning, conducting, analyzing, and interpreting controlled tests to evaluate the factors that control the value of a parameter or group of parameters. DOE is a powerful data collection and analysis tool that can be used in a variety of experimental situations.
Go to class

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.