Design and Analysis of Experiments

Design and Analysis of Experiments

@VTU COE

0.0
(0) 3 Students
Download Brochure

What you will learn

  • None

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.

play
Lecture 1
Preview 42:18
play
Lecture 2
Preview 41:33
play
Lecture 3
Preview 42:21
play
Lecture 4
Preview 33:26
play
Lecture 5
Preview 39:52

play
Lecture 6
Preview 33:03
play
Lecture 7
Preview 35:47
play
Lecture 8
Preview 41:54
play
Lecture 9
Preview 32:02
play
Lecture 10
Preview 32:15
play
Lecture 11
Preview 34:27
play
Lecture 12
Preview 29:58

play
Lecture 13
Preview 38:02
play
Lecture 14
Preview 21:12
play
Lecture 15
Preview 30:51
play
Lecture 16
Preview 24:58
play
Lecture 17
Preview 39:44
play
Lecture 18
Preview 34:48
play
Lecture 19
Preview 33:53

play
Lecture 20
Preview 20:56
play
Lecture 21
Preview 35:43
play
Lecture 22
Preview 32:02
play
Lecture 23
Preview 30:14
play
Lecture 24
Preview 34:11

play
Lecture 25
Preview 29:49
play
Lecture 26
Preview 36:46
play
Lecture 27
Preview 29:57
play
Lecture 28
Preview 35:20
play
Lecture 29
Preview 21:32

play
Lecture 30: Introduction to Factorial Experiments
Preview 42:00
play
Lecture 31 : Statistical Analysis of Factorial Experiments
Preview 31:26
play
Lecture 32 : Estimation of parameters and model adequacy test for factorial experiement
Preview 38:14
play
Lecture 33 : Full_Factorial_Single_Repli
Preview 23:50
play
Lecture 34 : General_Full_factorial_desig
Preview 35:47
play
Lecture 35 : Blocking_Factorial_design
Preview 39:12

play
Lecture 36 : Two_level_Factorial_Experi
Preview 44:58
play
Lecture 37 : Statistical analysis of 2^k factorial design
Preview 40:38
play
Lecture 38 : 2_k_Factorial_Design_Single_
Preview 35:08
play
Lecture 39 : 2_k_Factorial_Design_Centre
Preview 35:17
play
Lecture 40 : 2_k_Factorial_Design_Optim
Preview 29:57

play
Lecture 41: 2_k_ Factorial Design - Issues with Coded Design Variables "
Preview 32:43
play
Lecture 42: Blocking and Confounding in 2_k_Factorial Design
Preview 41:51
play
Lecture 43: Blocking and Confounding in 2_k_Factorial Design (Contd.)
Preview 34:42
play
Lecture 44: Blocking and Confounding in 2_k_Factorial Design (Contd.)
Preview 32:43

play
Lecture 45 : Fractional factorial design: Introduction
Preview 37:30
play
Lecture 46 : Fractional factorial design: Contd.
Preview 34:18
play
Lecture 47 : Fractional factorial design: One quarter fraction of the 2k design
Preview 44:11

play
Lecture 48 : "Alias Structure in Fractional factorial design: Regression Approach "
Preview 32:17
play
Lecture 49 : "General 2^(k-p) Fractional Factorial Design "
Preview 46:44
play
Lecture 50 : "Fractional factorial design: Fold-over Design "
Preview 32:13
play
Lecture 51 : Plackett-Burman Designs
Preview 33:59

play
Lecture 52:Response Surface Methodology (RSM) - First Order Model
Preview 42:18
play
Lecture 53:Response Surface Methodology (RSM) - First Order Model (Contd.)
Preview 38:52
play
Lecture 54: Experimental Design for Fitting Response Surfaces
Preview 38:30
play
Lecture 55: Response Surface Methodology (RSM): Fitting Second Order Model
Preview 31:59
play
Lecture 56: Analysis of Second Order Response Surface
Preview 34:40

play
Lecture 57 : ANOVA using MINITAB
Preview 28:01
play
Lecture 58 : Factorial Design using MINITAB
Preview 16:28
play
Lecture 59 : Fractional Factorial Design using MINITAB
Preview 18:13
play
Lecture 60 : Response Surface Methodology using MINITAB
Preview 21:33
img
No Discussion Found

0.0

0 Reviews

5
0
4
0
3
0
2
0
1
0
Meet Your Instructor
@VTU COE
img

Instructor
3.3 Rating
8558 Students
802 Courses
About Instructor

VTU is one of the largest Technological Universities in India with 24 years of Tradition of excellence in Engineering & Technical Education, Research and Innovations. It came into existence in the year 1998 to cater the needs of Indian industries for trained technical manpower with practical experience and sound theoretical knowledge.

video

Free

  • Course Duration
    34 h 16 m 12 s
  • Course Level
    Advanced
  • Student Enrolled
    3
  • Language
    English
This Course Includes
  • 34 h 16 m 12 s Video Lectures
  • 0 Quizzes
  • 0 Assignments
  • 0 Downloadable Resources
  • Full Lifetime Access
  • Certificate of Completion