Published online by Cambridge University Press: 19 September 2019
To test predictions, we either observe natural variation and use statistical analysis to account for variation in covariates to estimate the influence of the variable we’re interested in, or we control variation in a planned manner, by manipulating one predictor variable and holding others constant. In this chapter, I review good study design and the strengths and weaknesses of observation and manipulation. I then explain that although it is easiest to describe observations and experiments separately, they lie at opposite ends of a continuum of researcher-imposed control on a study system.
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