BADM 5140 - Data Analysis Modules for Business

(3 credits)

Prerequisites: ECON 5010 or equivalent.

Presents a variety of statistical tools to practical business problems. These tools include confidence intervals and both parametric and non-parametric hypothesis tests. Multiple regression using cross-sectional data is introduced with topics including interpretation and hypothesis testing of regression coefficients as well as the use of dummy explanatory variables. Regression problems such as nonlinearity, non-normality, and heteroscedasticity are addressed. Time series regression topics include stationarity, autoregression, causality, cointegration, and forecasting. Use of multiple regression to analyze both binary and count dependent variables also is explored.

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