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ADTA 5620 - Applied and Computational Statistics for Data Analytics3 hoursIntroduces 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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