Explore these resources to enhance your understanding of statistical concepts and methods.
This interactive resource presents one-sample and two-sample hypothesis testing examples in R. Covers raw-data and summary statistics examples for Z-tests, T-tests, pooled and unpooled (Welch's) two-sample tests, paired tests, and non-parametric tests. Designed for beginners in R-programming in an introductory probability and statistics course.
Format: Interactive HTML (Hosted on GitHub)
View Hypothesis Testing R CodeA concise overview of key descriptive statistics, including mean, median, mode, and standard deviation.
Format: Overview Image
Introduction to the Chi-Square test, its applications, and how to interpret results.
Format: Overview Image
Comprehensive lecture notes on the normal distribution, including properties, applications, and R code examples for analysis.
Format: Lecture Notes (PDF)
📥 Download PDFBeginner-friendly, step-by-step lecture notes on statistical inference for population proportions. Covers confidence intervals, margin of error, sample size calculation, and hypothesis testing for one and two proportions. Includes R code examples and real-world interpretation tips.
Format: Interactive HTML
🖥️ Open Lecture NotesClear, beginner-focused lecture notes explaining simple linear regression concepts, interpretation of slope, intercept, R-squared, and hypothesis testing in regression, with R examples.
Format: Interactive HTML
🖥️ Open Lecture NotesLecture notes on the Chi-Square tests for independence and goodness-of-fit with R-code examples.
Format: Interactive HTML
🖥️ Open Lecture NotesComprehensive guide to One-Way ANOVA including F-distribution theory, assumptions checking, implementation in R, and post-hoc analysis using Tukey's HSD. Features interactive visualizations and real-world examples.
Format: Interactive HTML with R Code
📊 Open ANOVA GuideDive into these calculus and algebra resources to strengthen your skills and explore key concepts.
Interactive web-based activity designed to help students learn and practice differentiation rules through group discussion and collaboration.
Format: Interactive HTML
🖥️ Open Interactive ActivityInteractive web activity for solving constrained and unconstrained optimization problems using the method of Lagrange multipliers.
Format: Interactive HTML
🖥️ Open Optimization ActivityMaster Conic Sections visually through an interactive mind map covering parabolas, circles, ellipses, and hyperbolas, with clear equations and focus on properties like foci, vertices, and asymptotes.
Format: Interactive HTML Mind Map
🗺️ Explore Mind MapInteractive resource explaining sequence and series convergence tests including nth term, ratio test, root test, comparison tests, and more with examples.
Format: Interactive HTML
🖥️ Explore Convergence TestsDiscover the practical applications of mathematics in various fields.
Video demonstration showing how high school-level mathematics can be used to create simple computer animations. Based on the special topics course taught at the University of Memphis.
Format: Video
Explore sine and cosine functions by adjusting amplitude, period, phase shift, and vertical shift parameters. Visualize how each parameter affects the graph and learn key characteristics.
Format: Interactive HTML
🖥️ Explore Trigonometric Functions
