NPTEL : NOC:Design and Analysis of Experiments (Management)

Co-ordinators : Prof. Jhareswar Maiti


Lecture 1

Lecture 2

Lecture 3

Lecture 4

Lecture 5

Lecture 6

Lecture 7

Lecture 8

Lecture 9

Lecture 10

Lecture 11

Lecture 12

Lecture 13

Lecture 14

Lecture 15

Lecture 16

Lecture 17

Lecture 18

Lecture 19

Lecture 20

Lecture 21

Lecture 22

Lecture 23

Lecture 24

Lecture 25

Lecture 26

Lecture 27

Lecture 28

Lecture 29

Lecture 30 - Introduction to Factorial Experiments

Lecture 31 - Statistical Analysis of Factorial Experiments

Lecture 32 - Estimation of parameters and model adequacy test for factorial experiement

Lecture 33 - Full_Factorial_Single_Replicate

Lecture 34 - General_Full_factorial_design

Lecture 35 - Blocking_Factorial_design

Lecture 36 - Two_level_Factorial_Experiment

Lecture 37 - Statistical analysis of 2^k factorial design

Lecture 38 - 2_k_Factorial_Design_Single_Replicate

Lecture 39 - 2_k_Factorial_Design_Centre_Points

Lecture 40 - 2_k_Factorial_Design_Optimality_Issues

Lecture 41 - 2_k_ Factorial Design - Issues with Coded Design Variables

Lecture 42 - Blocking and Confounding in 2_k_Factorial Design

Lecture 43 - Blocking and Confounding in 2_k_Factorial Design (Continued...)

Lecture 44 - Blocking and Confounding in 2_k_Factorial Design (Continued...)

Lecture 45 - Fractional factorial design: Introduction

Lecture 46 - Fractional factorial design: Continued...

Lecture 47 - Fractional factorial design: One quarter fraction of the 2k design

Lecture 48 - Alias Structure in Fractional factorial design: Regression Approach

Lecture 49 - General 2^(k-p) Fractional Factorial Design

Lecture 50 - Fractional factorial design: Fold-over Design

Lecture 51 - Plackett-Burman Designs

Lecture 52 - Response Surface Methodology (RSM) - First Order Model

Lecture 53 - Response Surface Methodology (RSM) - First Order Model (Continued...)

Lecture 54 - Experimental Design for Fitting Response Surfaces

Lecture 55 - Response Surface Methodology (RSM): Fitting Second Order Model

Lecture 56 - Analysis of Second Order Response Surface

Lecture 57 - ANOVA using MINITAB

Lecture 58 - Factorial Design using MINITAB

Lecture 59 - Fractional Factorial Design using MINITAB

Lecture 60 - Response Surface Methodology using MINITAB