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Full-Text Articles in Education
Teaching Stats For Data Science, Daniel Kaplan
Teaching Stats For Data Science, Daniel Kaplan
Faculty Publications
“Data science” is a useful catchword for methods and concepts original to the field of statistics, but typically being applied to large, multivariate, observational records. Such datasets call for techniques not often part of an introduction to statistics: modeling, consideration of covariates, sophisticated visualization, and causal reasoning. This article re-imagines introductory statistics as an introduction to data science and proposes a sequence of 10 blocks that together compose a suitable course for extracting information from contemporary data. Recent extensions to the mosaic packages for R together with tools from the “tidyverse” provide a concise and readable notation for wrangling, visualization, …
Building Research Skills In The Macalester Economics Major, J. Peter Ferderer, Gary Krueger
Building Research Skills In The Macalester Economics Major, J. Peter Ferderer, Gary Krueger
Faculty Publications
Economics majors at Macalester College have won numerous awards for their research papers, and this success has helped them land jobs in finance, consulting, and the nonprofit sector, as well as gain admission to top graduate programs. This article describes how the Economics Department at Macalester promotes economic research among its students.