What This Document Is
This document is a practice final examination for AMS 572: Data Analysis I, offered at Stony Brook University. It’s designed to help students prepare for the comprehensive final exam by providing a realistic assessment experience. The practice exam mirrors the format and style of questions expected on the actual final, allowing students to test their understanding of key concepts and analytical techniques covered throughout the course. It emphasizes applying statistical methods to real-world scenarios.
Why This Document Matters
This practice exam is an invaluable resource for students enrolled in AMS 572 who are looking to solidify their understanding and build confidence before the final examination. It’s particularly useful for students who benefit from applying their knowledge in a simulated exam environment. Utilizing this resource allows students to identify areas where they may need further review and refine their problem-solving skills under timed conditions. It’s best used after completing coursework and as part of a comprehensive study plan.
Topics Covered
* Hypothesis Testing
* Statistical Inference
* Analysis of Variance (potential coverage)
* Data Analysis Techniques for Small Samples
* Normality Assessments
* Independent Samples Comparisons
* Non-parametric Statistical Methods
* Data Manipulation and Preparation using Statistical Software
What This Document Provides
* A complete practice exam formatted like the actual final.
* Problem scenarios requiring the application of statistical methods.
* Opportunities to practice formulating hypotheses and interpreting results.
* Guidance on selecting appropriate statistical tests based on data characteristics.
* A framework for structuring statistical analyses and reporting findings.
* Example code structure for a statistical software package (SAS) to aid in analysis.
