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docs/glossary.md

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Some of the definitions have been copied from (or inspired by) various resources, including Reichardt (2019).
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**ANCOVA:** Analysis of covariance is a simple linear model, typically with one continuous predictor (the covariate) and a catgeorical variable (which may correspond to treatment or control group). In the context of this package, ANCOVA could be useful in pretest-postdest designs, either with or without random assignment.
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**Average treatment effect (ATE):** The average treatement effect across all units.
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**Average treatment effect on the treated (ATT):** The average effect of the treatment on the units that recieved it. Also called Treatment on the treated.
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**Non-equivalent group designs:** A quasi-experimental design where units are assigned to conditions non-randomly, and not according to a running variable (see Regression discontinuity design).
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The basic posttest-only design can be described as:
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| NR: | X | O |
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|-----|---|---|
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| NR: | | 0 |
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The pretest-posttest NEGD can be described as:
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| NR: | O1 | X | O2 |
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|-----|----|---|----|
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| NR: | O1 | | O2 |
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Data from pretest-posttest NEGD could be analysed using change score analysis or the difference in differences approach, or with ANCOVA.
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**One-group posttest-only design:** A design where a single group is exposed to a treatment and assessed on an outcome measure. There is no pretest measure or comparison group.
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**Panel data:** Time series data collected on multiple units where the same units are observed at each time point.

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