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  1. Extrapolation of Experimental Results through Analogical Reasoning from Latent Classes.Gerdien G. van Eersel, Julian Reiss & Gabriela V. Koppenol-Gonzalez - 2019 - Philosophy of Science 86 (2):219-235.
    In the human sciences, experimental research is used to establish causal relationships. However, the extrapolation of these results to the target population can be problematic. To facilitate extrapolation, we propose to use the statistical technique Latent Class Regression Analysis in combination with the analogical reasoning theory for extrapolation. This statistical technique can identify latent classes that differ in the effect of X on Y. In order to extrapolate by means of analogical reasoning, one can characterize the latent classes by a (...)
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  • Statements About the Pervasiveness of Behavior Require Data About the Pervasiveness of Behavior.Craig P. Speelman & Marek McGann - 2020 - Frontiers in Psychology 11:594675.
    Despite recent close attention to issues related to the reliability of psychological research (e.g., the replication crisis), issues of the validity of this research have not been considered to the same extent. This paper highlights an issue that calls into question the validity of the common research practice of studying samples of individuals, and using sample-based statistics to infer generalizations that are applied not only to the parent population, but to individuals. The lack of ergodicity in human data means that (...)
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  • Editorial: Dynamic Personality Science. Integrating between-Person Stability and within-Person Change.Nadin Beckmann & Robert E. Wood - 2017 - Frontiers in Psychology 8.
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