Learn · NPTEL

Course11010508761 lectures

Design and Analysis of Experiments

Prof. Jhareswar Maiti · IIT Kharagpur

Start with lecture 1 At NPTEL

Lectures

Week 1

  1. Lecture 1 Video
  2. Lecture 2 Video
  3. Lecture 3 Video
  4. Lecture 4 Video
  5. Lecture 5 Video

Week 2

  1. Lecture 6 Video
  2. Lecture 7 Video
  3. Lecture 8 Video
  4. Lecture 9 Video
  5. Lecture 10 Video
  6. Lecture 11 Video
  7. Lecture 12 Video

Week 3

  1. Lecture 13 Video
  2. Lecture 14 Video
  3. Lecture 15 Video
  4. Lecture 16 Video
  5. Lecture 17 Video
  6. Lecture 18 Video
  7. Lecture 19 Video

Week 4

  1. Lecture 20 Video
  2. Lecture 21 Video
  3. Lecture 22 Video
  4. Lecture 23 Video
  5. Lecture 24 Video

Week 5

  1. Lecture 25 Video
  2. Lecture 26 Video
  3. Lecture 27 Video
  4. Lecture 28 Video
  5. Lecture 29 Video

Week 6

  1. Lecture 30: Introduction to Factorial Experiments Video
  2. Lecture 31 : Statistical Analysis of Factorial Experiments Video
  3. Lecture 32 : Estimation of parameters and model adequacy test for factorial experiement Video
  4. Lecture 33 : Full_Factorial_Single_Replicate Video
  5. Lecture 34 : General_Full_factorial_design Video
  6. Lecture 35 : Blocking_Factorial_design Video

Week 7

  1. Lecture 36 : Two_level_Factorial_Experiment Video
  2. Lecture 37 : Statistical analysis of 2^k factorial design Video
  3. Lecture 38 : 2_k_Factorial_Design_Single_Replicate Video
  4. Lecture 39 : 2_k_Factorial_Design_Centre_Points Video
  5. Lecture 40 : 2_k_Factorial_Design_Optimality_Issues Video

Week 8

  1. Lecture 41: 2_k_ Factorial Design - Issues with Coded Design Variables " Video
  2. Lecture 42: Blocking and Confounding in 2_k_Factorial Design Video
  3. Lecture 43: Blocking and Confounding in 2_k_Factorial Design (Contd.) Video
  4. Lecture 44: Blocking and Confounding in 2_k_Factorial Design (Contd.) Video

Week 9

  1. Lecture 45 : Fractional factorial design: Introduction Video
  2. Lecture 46 : Fractional factorial design: Contd. Video
  3. Lecture 47 : Fractional factorial design: One quarter fraction of the 2k design Video

Week 10

  1. Lecture 48 : "Alias Structure in Fractional factorial design: Regression Approach " Video
  2. Lecture 49 : "General 2^(k-p) Fractional Factorial Design " Video
  3. Lecture 50 : "Fractional factorial design: Fold-over Design " Video
  4. Lecture 51 : Plackett-Burman Designs Video

Week 11

  1. Lecture 52:Response Surface Methodology (RSM) - First Order Model Video
  2. Lecture 53:Response Surface Methodology (RSM) - First Order Model (Contd.) Video
  3. Lecture 54: Experimental Design for Fitting Response Surfaces Video
  4. Lecture 55: Response Surface Methodology (RSM): Fitting Second Order Model Video
  5. Lecture 56: Analysis of Second Order Response Surface Video

Week 12

  1. Lecture 57 : ANOVA using MINITAB Video
  2. Lecture 58 : Factorial Design using MINITAB Video
  3. Lecture 59 : Fractional Factorial Design using MINITAB Video
  4. Lecture 60 : Response Surface Methodology using MINITAB Video

Live Session

  1. Live Session 03-03-2021 Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Management
Teacher
Prof. Jhareswar Maiti
Level
Undergraduate
Language
English
Subjects
Business and management
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
Who can watch
NPTEL gives no rating. Invisible Network shows it to Tweens profiles and older, judged from what the source says about it. How courses are placed