• Course Syllabus - course contents, links, textbooks, grading, tips, and other info
  
• Canvas - homework, solutions, grades, discussions.

Textbooks

• Applied Linear Regression Models, 4th edition, by M. Kutner, C. Nachtsheim, and J. Neter. McGraw-Hill, 2004 (701 pp). ISBN 0073014664
  or
  
• Applied Linear Statistical Models, 5th edition, by M. Kutner, C. Nachtsheim, J. Neter, and W. Li. McGraw-Hill, 2004 (1396 pp). ISBN 007310874X

R corner

      Classroom labs

• R Lab 1 - Introduction and regression examples
• R Lab 2 - Review of T-tests and F-tests
• R Lab 3 - univariate linear regression
• R Lab 4 - Regression inference
• R Lab 5 - Regression diagnostics and Remedies
• R Lab 5 - Regression diagnostics
• R Lab 6 - Simultaneous Estimaton
• R Lab 7 - Matrices
• R Lab 8 - Multivariate Regression
• R Lab 9 - Regression model building
• R Lab 10 - Regression model building continued
• R Lab 11 - Multicollinearity and Ridge Regression
• R Lab 12 - Influential data analysis
• R Lab 13 - Nonlinear regression
• R Lab 14 - Logistic regression

Datasets

• Data from our textbook and their full description
  You can also get all these data in R by typing
         > install.packages("alr4")
         > library(alr4)
  

Data suggestions for the final project

• Data for the final project

  Other data

• Animals: CSV and TXT
• Brand preference TXT
• Copier TXT
• Cosmetics TXT
• Crime Rate TXT
• Depression data: CSV and its description
• Exercise (pulse) XLS
• Field goal data: TXT
• and its description
• GPA data: CSV and TXT
• Job proficiency TXT
• Real estate data: CSV and TXT
• Restaurants: CSV and data description
• US Population CSV
• US Presidents CSV

Handouts

Quick review:

• Tables of Normal, T, and F distributions
• Tests and confidence intervals: formula list
• Confidence intervals: slides
• Hypothesis testing slides
• Two-sample procedures: slides

  Detailed review:

• P-value
• Descriptive and graphical statistics
• Statistical inference: estimation and testing

Food for thought

• BBC: Women may outsprint men by 2156 - based on this study

Masters Program in Statistics at American University

MS-Statistics covers methodology grounded in theory and applied to real data

Main links:

• MS-Statistics program website
• Faculty and their research
• Apply to the program here

Unique opportunities:

• Accelerated "4+1" BS-to-MS program: MS degree in Statistics 1 year after BS
• MS+Cert: Graduate Certificate in Data Science integrated within the MS degree in Statistics
• Double-Eagle scholarship: 30% tuition discount
• Three super-active student clubs: meet friends and join the community

For more information:

• Email any questions to the Program Director Michael Baron
• Join my weekly Ask-Me-Anything Zoom Sessions every Monday at 12:00 pm ET. Link: https://american.zoom.us/j/95868480371
• Orientation slides: degree plans, our students, faculty, research opportunities, job opportunities, and more.