subject
Intro

NPTEL: Design and Analysis of Experiments

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.

Syllabus

Week 1: Introduction to design and analysis of experiments with basic concepts and applications

Week 2: Basic statistics

Week 3: Analysis of Variance (ANOVA)

Week 4: Regression

Week 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 experiments

Week 8: Experimental designs: 2k factorial experiments

Week 9: Experimental designs: Fractional factorial experiments

Week 10:Experimental designs: 2k-p factorial experiments

Week 11:Response surface methodology (RSM)

Week 12: Introduction to software MINITAB

0 Student
reviews
Cost Free Online Course
Pace Upcoming
Provider NPTEL
Language English
Calendar 12 weeks long

Disclosure: To support our site, Class Central may be compensated by some course providers.

+ Add to My Courses
FAQ View All
What are MOOCs?
MOOCs stand for Massive Open Online Courses. These are free online courses from universities around the world (eg. Stanford Harvard MIT) offered to anyone with an internet connection.
How do I register?
To register for a course, click on "Go to Class" button on the course page. This will take you to the providers website where you can register for the course.
How do these MOOCs or free online courses work?
MOOCs are designed for an online audience, teaching primarily through short (5-20 min.) pre recorded video lectures, that you watch on weekly schedule when convenient for you.  They also have student discussion forums, homework/assignments, and online quizzes or exams.

0 reviews for NPTEL's Design and Analysis of Experiments

Write a review

Class Central

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

Sign up for free