Try the fastest way to create flashcards
Question

What is the purpose of the randomized block design?

Solution

Verified
Answered 1 year ago
Answered 1 year ago

In One-way ANOVA, the assignment of treatments to test units are random. With this, some treatments may overrepresent these units while others may underrepresent them, all without certainty.

However, unlike the One-way ANOVA, the purpose of the Randomized Block Design of ANOVA (Analysis of Variance) is to minimize the amount of variation in error by first arranging the test units or subjects into similar blocks before the assignment of the treatment.

Moreover, we want to test whether the population means of the group are equal. The null and alternative hypotheses can be expressed in terms of the equality of the population means for all of the treatments.

In symbols:

H0:μ1=μ2==μiH_0: \mu_1 = \mu_2 = \cdot \cdot \cdot = \mu_i

H1:μiμj, where ijH_1: \mu_i \ne \mu_j \text{, where } i \ne j

  • μ1\mu_1 is the population mean of the first group, μ2\mu_2 is the population mean of the second group, and so on until the ith group.

In words:

  • Null Hypothesis: The population means are the same

  • Alternative Hypothesis: The population means are not all the same. (At least two of the groups have different population means)

Create a free account to view solutions

Create a free account to view solutions

Recommended textbook solutions

Business Statistics: Communicating with Numbers 2nd Edition by Alison Kelly, Sanjiv Jaggia

Business Statistics: Communicating with Numbers

2nd EditionISBN: 9780078020551Alison Kelly, Sanjiv Jaggia
1,238 solutions
Basic Business Statistics: Concepts and Applications 12th Edition by David M. Levine, Mark L. Berenson, Timothy C. Krehbiel

Basic Business Statistics: Concepts and Applications

12th EditionISBN: 9780132168380 (2 more)David M. Levine, Mark L. Berenson, Timothy C. Krehbiel
1,266 solutions
Basic Business Statistics: Concepts and Applications 13th Edition by David M. Levine, Kathryn A. Szabat, Mark L. Berenson

Basic Business Statistics: Concepts and Applications

13th EditionISBN: 9780321870025 (2 more)David M. Levine, Kathryn A. Szabat, Mark L. Berenson
1,245 solutions
Introduction to Business Statistics 7th Edition by Ronald M. Weiers

Introduction to Business Statistics

7th EditionISBN: 9781111792374 (3 more)Ronald M. Weiers
2,062 solutions

More related questions

1/4

1/7