STAT*2040 - Statistics I
Course Description
This course focuses on the practical methods of statistics. Topics will include: descriptive statistics; probability; discrete and continuous random variables and their probability distributions, including the binomial, Poisson, and normal distributions; sampling distributions; statistical inference including confidence intervals and hypothesis tests; one- and two-sample inference procedures; one-way analysis of variance; chi-square tests; simple linear regression and correlation. Assignments will deal with real data from the natural sciences and involve the use of statistical software for computing and visualization.
What You'll Learn
Upon successful completion of this course, you will be able to:
- Create and properly interpret numerical and graphical data summaries
- Properly interpret probability and carry out basic probability calculations
- Carry out probability calculations for various discrete and continuous probability distributions, and choose the appropriate probability distribution in different scenarios
- Explain statistical inference concepts, including sampling distributions, confidence intervals, and hypothesis tests
- Choose an appropriate statistical inference procedure in a variety of situations, carry out the procedure, and effectively communicate a proper interpretation of the results
- Explain the design of some basic experiments and observational studies, and describe how statistical conclusions differ between experiments and observational studies
- Carry out calculations for statistical inference procedures using appropriate statistical computing software
Additional Requirements
Prerequisite(s): 1 of 4U Calculus and Vectors, Advanced Functions and Calculus, OAC Calculus, MATH*1080
Restriction(s): STAT*2060, STAT*2080, STAT*2120, STAT*2230.
If there are any concerns regarding missing prerequisites and/or restrictions, the Learner Success Advisor will contact you directly for further clarification after registration has been completed.
Technical Requirements
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*Course details are subject to change.