Randomized Complete Block Design (RCBD)

A randomized complete block design (RCBD) is an improvement on a completely randomized design (CRD) when factors are present that effect the response but cannot be randomly assigned. In this case, these factors are blocked in the experiment so that the treatments are represented in all blocks. If some treatments are not available in some blocks, then the design is incomplete.

Probability playlist:    • STAT 587 - Probability  
Inference playlist:    • STAT 587 - Inference  
Regression playlist:    • STAT 587 - Regression  

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Chapters:
00:00 Introduction
00:55 Randomized complete block design (RCBD)
04:02 Visualize the data
04:45 Regression model
05:45 Regression analysis in R
06:16 Replication
06:44 Interaction model
07:09 Assessing interaction using a t-test
07:54 Assessing interaction using an F-test
08:18 Alternative data
09:15 Assessing interaction using a t-test
09:28 Unreplicated study
10:22 Visualize the data
10:43 Main effects model
10:55 Interaction model
12:28 Summary