BIOS 667: Advanced Data Analysis
May 5, 2010 Homework Assignment
- Final projects are due Monday, May 10.
May 3, 2010 Homework Assignment
- Homework 7 is due Wednesday, May 5. Final projects are due Monday, May 10.
- Read Thomas J. DiCiccio and Bradley Efron (1996) Bootstrap confidence intervals. Statistical Science 11:189-228.
April 28, 2010 Homework Assignment
- Homework 7 is due Wednesday, May 5.
- Read pp. 62-75 of Bradley Efron and Robert Tibshirani (1986) Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Statistical Science 1:54-77.
April 26, 2010 Homework Assignment
- Read pp. 54-62 of Bradley Efron and Robert Tibshirani (1986) Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Statistical Science 1:54-77.
April 21, 2010 Homework Assignment
- Read Andy Liaw and Matt Wiener (2002) Classification and Regression by randomForest. R News, 2/3, pp. 18-22.
- Read Breiman L. (2001) Statistical Modeling: The Two Cultures. Statistical Science, 16(3): 199-215.
April 19, 2010 Homework Assignment
- Read pp. pp. 587-604 in The Elements of Statistical Learning.
April 14, 2010 Homework Assignment
- Read pp. 282-288 in The Elements of Statistical Learning.
April 12, 2010 Homework Assignment
- Homework 6 is due Wednesday, April 14.
- Your final project will be due on Monday, May 10.
April 7, 2010 Homework Assignment
- Read pp. 1-34 in Therneau & Aitkinson's An Introduction to Recursive Partitioning Using the RPART Routines.
- Homework 6 is due Wednesday, April 14.
April 5, 2010 Homework Assignment
- Read pp. 305-317 in The Elements of Statistical Learning.
March 31, 2010 Homework Assignment
- Read pp. 241-257 in The Elements of Statistical Learning.
- Homework 5 is due today.
March 29, 2010 Homework Assignment
- Read pp. 219-237 in The Elements of Statistical Learning.
- Homework 5 is due Wednesday, March 31.
March 10, 2010 Homework Assignment
- Read Chapter 13 in The Elements of Statistical Learning.
- Homework 4 is due Friday, March 12 at noon.
- Homework 5 is due Wednesday, March 31 at noon.
March 8, 2010 Homework Assignment
- Read pp. 191-194, 198-201, and 208-211 in The Elements of Statistical Learning.
- Homework 4 is due Friday, March 12 at noon.
March 3, 2010 Homework Assignment
- Homework 4 is due Friday, March 12 at noon.
March 1, 2010 Homework Assignment
- Read sections 4.1-4.3 of The Elements of Statistical Learning. Homework 3 is due Wednesday, March 3.
February 24, 2010 Homework Assignment
- Homework 3 is due Wednesday, March 3.
February 22, 2010 Homework Assignment
- Read Chapter 2 of The Elements of Statistical Learning. Homework 2 is due today.
February 17, 2010 Homework Assignment
- Read pp. 119-127 (Section 4.4) of The Elements of Statistical Learning. Homework 2 is due Monday, February 22.
February 15, 2010 Homework Assignment
- Read pp. 61-79 (Section 3.4) of The Elements of Statistical Learning. Homework 2 is due Monday, February 22.
February 10, 2010 Snow Day!
February 8, 2010 Homework Assignment
- Read sections 3.1-3.3 in The Elements of Statistical Learning.
- Homework 1 will be due Wednesday, February 10, 2010.
February 3, 2010 Homework Assignment
- Read Chapter 1 in The Elements of Statistical Learning.
- Homework 1 will be due Wednesday, February 10, 2010.
February 1, 2010 Snow Day!
January 27, 2010 Reading Assignment
- Review chapters 1-10 and 12, An Introduction to R by Venables and Smith.
January 25, 2010 Reading Assignment
- Read chapters 8-10 and 12, An Introduction to R by Venables and Smith.
January 20, 2010 Reading Assignment
- Read chapters 1-7, An Introduction to R by Venables and Smith.
