Inferential Statistics: Regression, ANOVA, and Forecasting

Issued by Southern Illinois University Edwardsville

The earner of the Inferential Statistics: Regression, ANOVA, & Forecasting credential demonstrated understanding of inferential statistics concepts including ANOVA and diagnostic measures, regression and diagnostic measures, time-series, forecasting, and variance testing (QA/QC testing).

Skills

Analysis Of Variance (ANOVA)
Calculations
Forecasting
Model Diagnostics
Model Selection
QA/QC
Quality Control
Regression
Statistical Inference
Time-series
Time Series Analysis And Forecasting
Variance Testing

Earning Criteria

Earners were assessed using a total of 9 quizzes. Quizzes made use of a combination of multiple-choice, multiple-answer, fill-in-the-blank, short essay, and calculation type questions. A final project was assigned that incorporated real-world applications of each of the skills presented in this curriculum. Participants were assessed based on functional code, correct answers, and correct interpretation in the report.