Exploring Communities Through Data Analysis Labs
Part One:
OVERVIEW
A Student as a Member of Communities
Statistics and Data Analysis Sample Course Content
Communication of Statistics
Vocabulary
Concept Map of Statistics
Ethical Guidelines for Data Collection
Finding Data on the Internet
Writing Statistical Results
Part Two:
A STUDENT IN A CLASSROOM SETTING
Exploratory Data Analysis
Data Collection Creating a Composite Classmate
Graphical Methods Comparing Hours Spent at School and Work
Numerical Methods Comparing Pastime Activities
Prediction of Salaries Based on Years of Education
Part Three:
A STUDENT AS A UNITED STATES CITIZEN
Probability and Statistical Distributions
Randomness of Ages of U.S. Residents
Sampling Counties for Air Quality
Algebra and Calculus of Normal Distributions
Normal Probabilities for Personal Income
Binomial Distributions for Exit Polling
Sampling Distribution of a Mean for Personal Income
Hypothesis Testing and Confidence Intervals
Five Steps of Hypothesis Testing
One-sample Mean t-test for Radon Effect on Cancer
One-sample Proportion t-test for Poverty Levels
Two-sample t-tests of Mean for Investigating Minority Enrollment
Testing a Relationship between Pornography and Rape
Part Four:
A STUDENT AS A MEMBER OF OUR WORLD SOCIETY
One-way ANOVA Exploring World Fertility Rates
Modeling Data with Least Squares
Linear Regression Predicting Threatened Species
Part Five:
A STUDENT AS A MEMBER OF A SCHOOL COMMUNITY
Survey Research
Data Collection of a Survey on School Community
Analyzing School Categorical Variables
Margaret G. Jamison
Department of Statistics
University of North Carolina
Chapel Hill, NC 27599
margaret_jamison@unc.edu