Course overview
This course builds core strengths in calculus need for statistical theory and applications. It covers analytic and numeric techniques, integration, series and differentiation. Applications will be chosen based on relevance to core statistical techniques and theory, with a focus on tools need to progress further in these fields.
- Introduction to Calculus
- Differentiation and Integration
- Multivariable Calculus
Course learning outcomes
- Manipulate single and multivariable functions using standard techniques
- Apply key findings of series and limits in calculus and statistics
- Differentiate and integrate single and multivariable functions
- Use calculus techniques to solve statistical problems
- Communicate mathematical derivations and findings
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