Spring 2013 TTh 9:30-10:45 AM OSB HCB 0207
| Instructor: |
Dr. Debdeep Pati Assistant Professor, Department of Statistics 209A OSB, debdeep [AT] stat [DOT] fsu [DOT] edu Tue/Thurs 2:00-3:00 PM or by Appointment |
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| TA: |
Steve Chung Graduate Student, Department of Statistics OSB 104F, schung [AT] stat [DOT] fsu [DOT] edu Mon/Wed 10:50-11:50 AM or by Appointment |
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| Syllabus: |
Syllabus |
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| Books (Recommended): |
Fundamentals of Biostatistics, 6th Ed, Bernard Rosner. (BR) Epidemiology Study Design and Data Analysis, 2nd Ed, Mark Woodward. (MW) |
| Date | Topics | Chapters | Supplements | Homeworks | Solutions |
| 01/08 | Introduction | ||||
| 01/10 | Descriptive Statistics | Ch 2 (BR) | ds.pdf | ||
| 01/15 | Probability | p2.pdf | |||
| 01/17 | Introduction to R & Bayes' Theorem | p3.pdf L1.pdf script1.R | hw1-5172.pdf fev.txt | hw1-5172soln.pdf | |
| 01/22 | Random variables | p4.pdf | |||
| 01/24 | Continuous random variables | p5.pdf L2.pdf script2.R | hw2-5172.pdf | hw2-5172soln.pdf | |
| 01/29 | Normal distribution | p6.pdf L3.pdf script3.R | |||
| 01/31 | Measures of association | p7.pdf L3.pdf script4.R | hw3-5172.pdf | hw3-5172soln.pdf | |
| 02/05 | Estimation I | p8.pdf | |||
| 02/07 | Estimation II | p9.pdf sbp.txt script5.R | hw4-5172.pdf hospital.txt | hw4-5172soln.pdf | |
| 02/12 | Testing | p10.pdf | |||
| 02/14 | Sample size determination | p11.pdf | midterm1p.pdf | midterm1psoln.pdf | |
| 02/19 | Exact tests | p12.pdf script6.R | |||
| 02/21 | Midterm 1 | midterm1-5172.pdf | hw5-5172.pdf | hw5-5172soln.pdf | |
| 02/26 | Two sample tests | p13.pdf script7.R LEAD.DAT.rdata | |||
| 02/28 | Categorical data | p14.pdf script8.R | hw6-5172.pdf | hw6-5172soln.pdf | |
| 03/04 | Regression | p15.pdf p16.pdf | |||
| 03/06 | Data analysis | data_analysis.pdf script10.R p17.pdf | hw7-5172.pdf | hw7-5172soln.pdf | |
| 03/19 | ANOVA | p18.pdf | |||
| 03/19 | Multiple comparison | p19.pdf script11.R | midterm2p.pdf | midterm2psoln.pdf | |
| 03/19 | Review Session | review_problems.pdf | |||
| 03/28 | Midterm II | midterm2-5172.pdf | |||
| 04/02 | Logistic regression | p20.pdf script12.R cedegren.txt | |||
| 04/04 | Confounding | p21.pdf | hw8-5172.pdf | hw8-5172soln.pdf | |
| 09/04 | Bayesian Statistics I | p22.pdf | |||
| 11/04 | Bayes II and Case Control | p23.pdf p24.pdf | hw9-5172.pdf | hw9-5172soln.pdf | |
| 16/04 | Study design | p25.pdf | |||
| 18/04 | Cohort studies | p26.pdf | |||
| 23/04 | Exact Test | p27.pdf | |||
| 25/04 | Intervention studies | p28.pdf |