Practical Data Analysis for Designed Experiments

Content: 
Front Matter....Pages i-xiv
Front Matter....Pages 1-1
Practical Data Analysis....Pages 3-19
Collaboration in Science....Pages 21-33
Experimental Design....Pages 35-45
Front Matter....Pages 47-47
Group Summaries....Pages 49-69
Comparing Several Means....Pages 71-87
Multiple Comparisons of Means....Pages 89-104
Front Matter....Pages 105-105
Factorial Designs....Pages 107-124
Balanced Experiments....Pages 125-143
Model Selection....Pages 145-158
Front Matter....Pages 159-159
Unbalanced Experiments....Pages 161-176
Missing Cells....Pages 177-194
Linear Models Inference....Pages 195-205
Front Matter....Pages 207-207
Residual Plots....Pages 209-220
Comparisons with Unequal Variance....Pages 221-228
Getting Free from Assumptions....Pages 229-237
Front Matter....Pages 239-239
Ordered Groups....Pages 241-254
Parallel Lines....Pages 255-274
Multiple Responses....Pages 275-294
Front Matter....Pages 295-295
Models with Random Effects....Pages 297-311
General Random Models....Pages 313-326
Front Matter....Pages 295-295
Mixed Effects Models....Pages 327-333
Front Matter....Pages 335-335
Nested Designs....Pages 337-356
Split Plot Design....Pages 357-368
General Nested Designs....Pages 369-380
Front Matter....Pages 381-381
Repeated Measures as Split Plot....Pages 383-397
Adjustments for Correlation....Pages 399-410
Cross-over Design....Pages 411-421
Back Matter....Pages 423-437