BIOS 667: Advanced Data Analysis
May 1, 2013
- Final projects are due Tuesday, May 7. Be sure to upload your written report, R code, and dataset (if you analyzed a dataset I did not provide).
April 24, 2013
- Read Thomas J. DiCiccio & Bradley Efron (1996) Bootstrap Confidence Intervals. Statistical Science 11(3): 189-228.
April 22, 2013
- Homework 7 is due Wednesday, May 1.
- Reminder, project is due Tuesday, May 7
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- 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 17, 2013
- 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 15, 2013
- 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 10, 2013
- Read pp. 587-604 in The Elements of Statistical Learning.
- Homework 6 is due Wednesday, April 17.
April 8, 2013
- Read pp. 282-288 in The Elements of Statistical Learning.
- Homework 6 is due Wednesday, April 17.
April 3, 2013
- Homework 6 is due Wednesday, April 17. Your final project will be due on Tuesday, May 7.
April 1, 2013
- Read pp. 1-34 in Therneau and Aitkinson's An Introduction to Recursive Partitioning Using the RPART Routines.
- Homework 5 is due April 3.
March 27, 2013
- Read pp. 305-317 in The Elements of Statistical Learning.
- Homework 5 is due Wednesday, April 3.
March 25, 2013
- Read pp. 241-257 in The Elements of Statistical Learning.
- Homework 4 is due Wednesday, March 27.
- Homework 5 is due Wednesday, April 3.
March 20, 2013
- Read pp. 219-235 in chapter 7 in The Elements of Statistical Learning.
- Homework 4 is due Monday, March 25.
March 18, 2013
- Read chapter 13 in The Elements of Statistical Learning. Homework 4 is due Monday, March 25.
February 27, 2013
- Read sections 12.1-12.3 on pages 417-438 in your text. Homework 3 is due Friday, March 1.
February 25, 2013
- Read pp. 191-194, 198-201, and 208-211 in The Elements of Statistical Learning. Reminder, Homework 3 is due Friday, March 1
February 20, 2013
- Read the remainder of chapter 2 in your text. Reminder, homework 3 is due Friday, March 1.
February 18, 2013
- Read sections 2.1-2.4 on pp. 9-22 of your text. Homework 3 will be due Friday, March 1.
February 13, 2013
- Reminder: Homework 2 is due Monday, February 18.
February 11, 2013
- Read sections 4.1-4.3 on p. 101-119 in your text. Homework 2 is due Monday, February 18.
February 6, 2013
- Read pp. 119-127 (section 4.4) in The Elements of Statistical Learning.
- Homework 2 will be due Monday, February 18, 2013.
February 4, 2013
- Read sections 3.1-3.2 on pp. 43-56 and 57-79 (Sections 3.3-3.4) in The Elements of Statistical Learning.
- Homework 1 will be due Wednesday, February 6, 2013.
Monday, January 28, 2013
- Read chapter 1, pp. 1-8 in The Elements of Statistical Learning
January 23, 2013
- Review chapters 10 and 12, An Introduction to R by Venables and Smith.
January 16, 2013
- Read chapters 8-9 in An Introduction to R by Venables and Smith.
January 14, 2013
- Read chapters 1-7, An Introduction to R by Venables and Smith.
