STA 503LEC Introduction to Applied Statistics
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Beneath this STA 503LEC Introduction to Applied Statistics course, students will learn to use applied mathematics strategies and technological tools like spreadsheets to resolve real issues victimization knowledge. With applied mathematics reasoning and knowledge analysis, this course introduces the science of assembling, organizing, and deciphering numerical knowledge. Perceive key ideas as well as study style, descriptive statistics, applied math, and applied mathematics logical thinking, and learn once to use one or 2 sample t-tests, one- or two-proportion tests, reciprocity strategies, multivariate analysis, and analysis of variance.
Topics you will learn:
1. Bootstrap
2. Correlated errors
3. Data snooping
4. Interactions and qualitative variables
5. Multiple regression
6. Penalized regression
7. Poisson
8. Regression and prediction
9. Simple regression
10. Transformations
11. Variance and cross-validation
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