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Articles by Jared Knowles
Going behind the data: The impact of student involvement with law enforcement
Last summer, after George Floyd was murdered by police in Minneapolis, people in cities across the country rose up in protest against racism and violence against people of color. Amid this movement, school districts—first Minneapolis, then Portland, Oakland, Denver, and more–announced they would sever their contracts with the city police departments. These decisions stemmed from recognition of the role of police departments in the killings of Black and Brown people like George Floyd.
Policing the American University
The report by Civilytics Consulting covers the history of campus police departments and describes where campus police departments are located, how many people they employ, what kind of arrests they make, and how they compare to city police departments. The report is accompanied by resources to inform community discussions about police accountability.
Prediction Intervals from merMod Objects
Fitting (generalized) linear mixed models, (G)LMM, to very large data sets is becoming increasingly easy, but understanding and communicating the uncertainty inherent in those models is not. As the documentation for notes: There is no option for computing standard errors of predictions because it is difficult to define an efficient method that incorporates uncertainty in the variance parameters; we recommend for this task.
Reclassifying English Language Learners: What’s the effect on Wisconsin high schoolers?
Those watching election results recently know voter demographics, and how they’ve changed over time, play a major role during primary campaign season. These national demographic trends not only influence presidential campaigns but also affect schools across the country. Today 10 percent of all students attending public schools in the US are classified as English Language Learners (ELLs)—the number of students with this classification has increased by 14 percent over the past decade.
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