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Analysis of variance and design of experiment-I Lecture Note

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Name of Notes : – Analysis of variance and design of experiment-I Lecture Note

Introduction

This is a graduate level course in analysis of variance (ANOVA), including randomization and blocking, single and multiple factor designs, crossed and nested factors, quantitative and qualitative factors, random and fixed effects, split plot and repeated measures designs, crossover designs and analysis of covariance (ANCOVA). This course is cohort-based, which means that there is an established start and end date, and that you will interact with other students throughout the course.

Modules / Lectures

  • Analysis of Variance and Design of Experiments-I
  • Some Results on Linear Algebra, Matrix Theory and Distributions
  • General Linear Hypothesis and Analysis of Variance
  • Experimental Design Models
  • Experimental Designs and Their Analysis
  • Factorial Experiments
  • Confounding in Factorial Experiments
  • Analysis of Covariance
  • Analysis of Variance in Random-Effects Model and Mixed-Effects Model
  • Analysis of No orthogonal Data
  • Exercises & References

Additional information

Product Name

Analysis of variance and design of experiment-I Lecture Note

Product Size

1.99 MB

Format

File Format

File Category

DEPARTMENT/COURSE

Need For

College, Competition, Entrance, Exams, PSU, Semester, University

Product Type

Written By

Prof. Shalabh

Provided By

IIT Kanpur

Uploaded By

Roop Chandra

Languages

English

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