Detailed Course Information |
Fall 2024
Dec 21, 2024 |
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| STAT 307 - Intermediate Statistics |
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An opportunity for students to engage with a variety of statistical tools for solving problems involving real-world data. After a detailed review of the Central Limit Theorem, t-tests, and simple linear regression models, topics may include methods of inference for the median, paired binary data, variance, three or more means, and continuous distributions. The application and interpretation of predictive linear regression models, such as normal linear regression, categorical regression, logistic regression, and multinomial regression may be discussed. An overview is given of principles of sampling, experimental design, and survey methodology and methods for analyzing data arising from various implementations of these procedures. Multiple testing procedures and statistical computing methods, such as the simple bootstrap, are explored. Emphasis is placed on selecting the appropriate inferential method for a given setting. The use of statistical software such as R/RStudio is explored in order to analyze large datasets arising from a variety of domain areas.
Prerequisite: One (1) of the following: ENVS 202 Data Analysis for Scientists, QUAN 202 Statistical Analysis for Business and Economics, STAA 127 Statistics for the Social Sciences, STAT 107 Business Statistics, STAT 117 Introduction to Statistics, STAT 157 Probability and Statistics, STAT 203 Statistics for the Natural Sciences.
1.000 Credit hours 4.000 Lecture hours Levels: Non-Matriculated, Undergraduate Schedule Types: Directed Study, Lecture Mathematics Department Course Attributes: Undergraduate Level Course Restrictions: May not be enrolled in one of the following Levels: Non-Matriculated May not be assigned one of the following Student Attributes: DGCE Student Prerequisites: PREREQ for STAT 307 General Requirements: ( Course or Test: ENVS 202 Required Courses: 1 May not be taken concurrently. ) or ( Course or Test: QUAN 202 Required Courses: 1 May not be taken concurrently. ) or ( Course or Test: STAA 127 Required Courses: 1 May not be taken concurrently. ) or ( Course or Test: STAT 107 Required Courses: 1 May not be taken concurrently. ) or ( Course or Test: STAT 117 Required Courses: 1 May not be taken concurrently. ) or ( Course or Test: STAT 157 Required Courses: 1 May not be taken concurrently. ) or ( Course or Test: STAT 203 Required Courses: 1 May not be taken concurrently. ) or ( May not be taken concurrently. ) or ( May not be taken concurrently. ) |
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