Textbook Examples Applied Linear Statistical Models, 4th Edition, by Neter, Kutner, Nachtsheim, and Wasserman. This is one of the books available for loan from Academic Technology Services (see Statistics Books for Loan for other such books, and details about borrowing). Acces PDF Applied Linear Regression Models 4th Edition for linear regression analysis and can be utilized as the main computer program in a linear regression course. The accompanying disks, for both Macintosh and Windows computers, contain the R-code and Xlisp-Stat. An Instructor's Manual presenting detailed solutions to all the problems.
Professor Emeritus
- Applied Regression Analysis and Generalized Linear Models, Second Edition Data Sets All data sets are ascii (plain-text) files; the first line of the file supplies variable names (excluding the observation name or number, which is the first entry in each subsequent line); missing data are encoded with the character string NA.
- Refer to the CDI data set in Appendix C.2. A regression model relating serious crime rate (Y, total serious crimes divided by total population) to population density (X 1, total population divided by land area) and unemployment rate (X 3) is to be constructed.
- Statistics for Technology—A Course in Applied Statistics, Third Edition. Statistics in Engineering—A Practical Approach. Statistics in Research and Development, Second Edition. Survival Analysis Using S—Analysis of Time-to-Event Data. Mara Tableman and Jong Sung Kim. The Theory of Linear Models.
Links to books and software:
Applied Linear Regression Models 4th Edition Data Sets For Statistics Lessons
- Weisberg, S. (2014). Applied Linear Regression, fourth edition, Hoboken NJ: John Wiley. The alr4 package available from CRAN contains the data for the book.
- The effects package for R available from CRAN for drawing effects plots.
- Fox, J. and Weisberg, S. (2011). An R Companion to Applied Regression, second edition, Thousand Oaks, Sage. The car package available from CRAN contains the data for the book and extensive additional functionality for R.
- Weisberg, S. (2005). Applied Linear Regression, third edition, Hoboken NJ: Wiley. The alr3 package available from CRAN contains the data for the book.
- Cook, R. D. and Weisberg, S. (1999). Applied Regression Including Computing and Graphics, Hoboken NJ: Wiley.
- Arc software. Arc is free software for linear regression analysis, discussed in the book Applied Regression Including Computing and Graphics.
- Cook, R. D. and Weisberg, S. (1994). An Introduction to Regression Graphics, Hoboken NJ: Wiley.
- The dr package for dimension reduction methods in R is available from CRAN.
- Cook, R. D. and Weisberg, S. (1982). Residuals and Influence in Regression. Download the complete monograph from here.
Applied Linear Regression Models 4th Edition Data Sets For Statistics Examples
Brief CV:
Applied Linear Regression Models 4th Edition Data Sets For Statistics Projects
- A.B., University of California, Berkeley; Ph. D., Harvard University. Thesis advisor: Frederick Mosteller.
- Professor of statistics at the University of Minnesota School of Statistics (1972-2016). Professor Emeritus beginning January 2017.
- Past Director of the Statistical Consulting Service at the University of Minnesota.
- Research interests: Graphics, regression, diagnostics, data analysis.
- Statistical consultant on a (very) wide array of topics, both in the University and in the community.