E. A. Roualdes
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teaching
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MATH 315
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Syllabus
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lectures
Introduction to Data
Summary Statistics
Plotting Data
Summaries by Group
Random Variables
Bernoulli Distribution
Binomial Distribution
Normal Distribution
Sampling Distribution
Confidence Intervals
Hypothesis Testing
Paired and Two Sample t-tests
ANOVA
Simple Linear Regression
Linear Regression Inference
Hospitals in Class Example
Multiple Linear Regression
homework
HW 01: Get R and Packages
HW 02: Data Basics
HW 03: Summary Statistics
HW 04: Summaries and Plots by Group
HW 05: Confidence Interval for a Single Mean
HW 06: Hypothesis Test for a Single Mean
HW 07: Simple Linear Regression and Inference
labs
Lab 01: Plots
Lab 02: Summaries by Group
Lab 03: Confidence Interval for a Single Mean
Lab 04: Hypothesis Test for a Single Mean
Lab 05: Paired Data t-test
Lab 06: Two Sample t-test
Lab 07: Analysis of Variance (ANOVA)
Lab 08: Simple Linear Regression
Lab 09: Multiple Linear Regression (Shared slope and unique intercepts)
Lab 10: Multiple Linear Regression (Shared intercept and unique slopes)
Lab 11: Multiple Linear Regression (Unique slopes and unique intercepts)