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Aug 31, 2024
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ADTA 5620 - Applied and Computational Statistics for Data Analytics3 hours
Introduces fundamental concepts of contemporary statistics with an emphasis on applications and computational methods. Topics include classical inference and related numerical optimization methods; Bayesian inference and Monte Carlo methods for density estimation; jackknife, bootstrap, and related nonparametric methods for assessing statistical accuracy, obtaining linear regression solutions, and performing hypothesis tests; estimation of functions. Focuses on applications of statistical methods to addressing important problems in business, science, and industry.
Prerequisite(s): ADTA 5610 , equivalent probability course, or consent of instructor.
Course specific fees (in addition to tuition and mandatory): Academic (AF) per hour: $24.70
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