STAT1008 Quantitative Research Methods Notes | Assignment Help | Syllabus
University: Australian National University
“Quantitative Research Methods is a course that teaches students how to collect, describe, and analyze quantitative data in the social, business, management, and financial sciences.
This course covers basic research methods, such as data collection issues and techniques, data sources, and potential biases; graphical and numerical data description techniques, such as simple linear regression, average sampling behavior, and the Central Limit Theorem; point and interval estimation procedures; and concepts in hypothesis testing for comparing two populations.
After successfully completing the course, students will be able to:
Compare and contrast various sampling methods and determine their appropriateness for a variety of scenarios.
Examine several kinds of variables and provide suitable graphical and numerical descriptive statistics;
Explain and apply probability principles and rules to a variety of discrete and continuous random variables.
Describe the Central Limit Theorem’s significance, as well as its uses and applications.
Use estimating ideas, such as point and interval estimators;
Conduct and interpret hypothesis testing in a variety of scenarios.
Use technology to conduct statistical analysis and understand statistical software output; and Perform and interpret basic and complex linear regressions.”
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