Scott S. Emerson, M.D., Ph.D.
Professor of Biostatistics
Department of Biostatistics
University of Washington
Biost 518: Applied Biostatistics II (taught jointly with Biost 515: Biostatistics II)
Multiple regression for continuous, discrete, and right censored response variables, including dummy variables, transformations, and interactions. Introduction to regression
with correlated outcome data. Model and case diagnostics. Computer assignments using real data and standard statistical computer packages.
Contact Information, Course Meeting Times, and Office Hours |
Biost 518 / Biost 515 Syllabus (pdf) |
References for Biost 518 / Biost 515 |
Supplementary Materials (including R) |
Datasets |
Day | Date | Lectures | Handouts | Video Recordings | HW Due | Lab Due | Miscellaneous |
---|---|---|---|---|---|---|---|
Mon | Jan 5 | L01: Overview; Review | 4/pg 1/pg | Lect | Disc #01 | Peer Grading Instructions | |
Prep: | 4/pg 1/pg | ||||||
Ref: Associations | |||||||
Wed | Jan 7 | L02: Genl Reg | 4/pg 1/pg | Lect Disc | |||
Prep: Video 4/pg 1/pg | |||||||
Ref: Genl Regression | |||||||
Fri | Jan 9 | L03: Simp Lin Reg | (cont'd) | Lect | |||
Prep: | |||||||
Ref: | |||||||
Mon | Jan 12 | L04: Extd Lin Reg | (cont'd) | Lect | HW #01 | Disc #02 | |
Prep: Video 4/pg 1/pg | ( Key .R .do .xls ) | ||||||
Ref: Ratios / Logs | |||||||
Wed | Jan 14 | (cont'd) | Lect | ||||
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Ref: | |||||||
Fri | Jan 16 | L05: Logistic, Poisson | 4/pg 1/pg | Lect | HW #01 Graded | ||
Prep: | (due 1/20) | ||||||
Ref: | |||||||
Mon | Jan 19 | Martin Luther King Day | HW #02 (due 1/20) | ||||
(Holiday- No Class) | ( Key .R .do .xls ) | ||||||
Wed | Jan 21 | (cont'd) | Lect | ||||
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Fri | Jan 23 | (cont'd) | Lect | ||||
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Mon | Jan 26 | L06: Prop Hzd Reg | 4/pg 1/pg | Lect | HW #02 Graded | ||
Prep: | (due 1/27) | ||||||
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Wed | Jan 28 | (cont'd) | Lect | ||||
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Fri | Jan 30 | (cont'd) | Lect | ||||
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Mon | Feb 2 | L07: Cov Adj / Strat | 4/pg 1/pg | Lect | HW #03 | Project Assignment | |
Prep: | ( Key .R .do .xls ) | ||||||
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Wed | Feb 4 | (cont'd) | Lect | ||||
Prep: Video | |||||||
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Fri | Feb 06 | L08: Conf / Prec | 4/pg 1/pg | Lect | HW #03 Graded | ||
Prep: | (due 2/11) | ||||||
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Mon | Feb 9 | (cont'd) | Lect | HW #04 (due 2/10) | Disc #06 | Review Session 2/10 @ 3:30pm, HSB T747 | |
Prep: | ( Key .R .do .xls ) | ||||||
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Wed | Feb 11 | (cont'd) | Lect | Midterm Review Videos Jon LaNae | |||
Prep: Video | Handouts Jon LaNae | ||||||
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Fri | Feb 13 | Midterm Exam | Midterm | ||||
(closed book, closed notes, | (Key ) | ||||||
bring calculator) | |||||||
Mon | Feb 16 | Presidents Day | Disc #07 | ||||
(Holiday- No Class) | |||||||
Wed | Feb 18 | (cont'd) | Lect | Project SAP due | |||
Prep: | |||||||
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Fri | Feb 20 | (cont'd) | Lect | ||||
Prep: | |||||||
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Mon | Feb 23 | L09: Flexible models | 4/pg 1/pg | Lect | HW #04 Graded | Disc #08 | Video 4/pg |
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Wed | Feb 25 | L10: Interactions | 4/pg 1/pg | Lect | |||
Prep: Video 4/pg 1/pg | |||||||
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Fri | Feb 27 | L11: Nonlinear Assoc | 4/pg 1/pg | Lect | HW #05 | ||
Prep: Video 4/pg 1/pg | ( Key .R .do .xls ) | ||||||
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Mon | Mar 2 | (cont'd) | Lect | Disc #09 | |||
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Wed | Mar 4 | (cont'd) | Lect | Draft Report due | |||
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Fri | Mar 6 | L12: Clustered data | 4/pg 1/pg | Lect | Referee Report due | ||
Prep: Video 4/pg 1/pg | |||||||
Ref: | |||||||
Mon | Mar 9 | 4/pg 1/pg | Lect | Disc #10 | |||
Prep: | |||||||
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Wed | Mar 11 | Lect | HW #06 | ||||
Prep: | ( Key .R .do .xls ) | ( Key .R .do .xls ) | |||||
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Fri | Mar 13 | L13: Predictions | 4/pg 1/pg | Lect | HW #05 Graded | Final Report due | |
Prep: | HW #06 Graded | ||||||
Ref: | |||||||
Wed | Mar 18 | Final Exam | Final | ||||
(closed book, closed notes) | ( Key ) | ||||||
(8:30 - 10:20 am; Room HST 747) | |||||||
Contact Information, Course Meeting Times, and Office Hours
Instructor: | Scott S. Emerson, M.D., Ph.D. | Assistants LaNae Schaal lschaal@uw.edu |
Office: | HSB H655-J | |
Phone: | 206-616-6678 | |
Email: | semerson@uw.edu | |
Office Hours: | W 11:00 am - 1:00 pm (or by appointment) |
Times and Places
Lectures : MWF 9:30am - 10:20am HST 747
Disc AA : M 8:30am - 9:20am HST 478
Disc AB : W 8:30am - 9:20am HST 478
Disc AC : F 8:30am - 9:20am HST 531
References for Biost 518 / Biost 515
V | Vittinghoff, Glidden, Shiboski, McCulloch: Regression Methods in Biostatistics | |
KKM | Kleinbaum, Kupper, Muller, Nizam: Applied Regression Analysis and Other Multivariable Methods | |
KKa | Kleinbaum, Klein: Logistic Regression: A Self-Learning Text | |
KKb | Kleinbaum, Klein: Survival Analysis: A Self-Learning Text | |
HLS | Hosmer, Lemeshow, Sturdivant: Applied Logistic Regression | |
HLM | Hosmer, Lemeshow, May: Applied Survival Analysis |