STATS 101A: Introduction to Data Analysis and Regression
Applied regression analysis, with emphasis on general linear model (e.g., multiple regression) and generalized linear model (e.g., logistic regression). Special attention to modern extensions of regression, including regression diagnostics, graphical procedures, and bootstrapping for statistical influence. P/ NP or ## Social Sciences & Humanities
This archive catalogs 6 free educational resources and past exams for STATS 101A (Introduction to Data Analysis and Regression) at University of California Los Angeles (UCLA), containing 1 midterm paper, 4 final examinations, and 1 study guide. Dated documents represent 4 distinct academic years between 2019 and 2023.
Core Exam Topics & Learning Objectives
- Probability theory: sample spaces, conditional probability, Bayes' Theorem, and random variables in STATS 101A
- Probability distributions: discrete (Binomial, Poisson, Geometric) and continuous (Normal, Uniform, Exponential) models
- Inferential statistics: Central Limit Theorem, confidence interval estimation, and hypothesis testing (t-tests, ANOVA, Chi-Square)
- Regression analysis: simple/multiple linear regression, correlation coefficients, R-squared, and residual diagnostics in Introduction to Data Analysis and Regression
Study Resource for Introduction to Data Analysis and Regression
Study Resource
Final Exam 2019
University of California Los Angeles (UCLA) STATS 101A Final Exam 2019
Study Resource
Midterm (Exam 1) 2020
University of California Los Angeles (UCLA) STATS 101A Midterm (Exam 1) 2020
Study Resource
Final Exam 2020
University of California Los Angeles (UCLA) STATS 101A Final Exam 2020
Study Resource
Final Exam 2022
University of California Los Angeles (UCLA) STATS 101A Final Exam 2022
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Final Exam 2023
University of California Los Angeles (UCLA) STATS 101A Final Exam 2023
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Study Guide 10
University of California Los Angeles (UCLA) STATS 101A Study Guide 10
Assessment Inventory for STATS 101A (6 Documents)
| Document | Format | Year | Access |
|---|---|---|---|
| Final Exam 2023 | Final | 2023 | Illustrative Archive |
| Final Exam 2022 | Final | 2022 | Illustrative Archive |
| Midterm (Exam 1) 2020 | Midterm | 2020 | Illustrative Archive |
| Final Exam 2020 | Final | 2020 | Illustrative Archive |
| Final Exam 2019 | Final | 2019 | Illustrative Archive |
| Study Guide 10 | Study Guide | — | Illustrative Archive |
| Complete inventory of all 6 assessments (sorted by most recent). Select any document to inspect or use the search bar above to filter. | |||
Frequently Asked Questions
Which assessment formats are cataloged in this STATS 101A archive?
This collection for STATS 101A at University of California Los Angeles (UCLA) catalogs 6 total resources across the following formats: Midterms, Finals, Study Guides. Each document is listed in the assessment inventory table below with its individual format tag and academic year where recorded.
What academic years are covered in this STATS 101A collection?
Dated materials in this archive span from 2019 to 2023, representing 4 distinct academic years. Coverage varies by the records currently cataloged for this course.
How can students access these free STATS 101A past exams?
All cataloged STATS 101A past exams and study materials are free to request. The catalog, metadata, assessment inventory, and illustrative thumbnails are public; source documents are not shown on this page. Use the connect options to request a study resource, and confirm current course topics and grading policies with the University of California Los Angeles (UCLA) course syllabus.