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1. Review of BIOSTATS 540
2. Discrete Distributions
3. Introduction to Nonparametrics
4. Categorical Data Analysis
5. Normal Theory Regression
6. Analysis of Variance
7. Logistic Regression
8. Introduction to Survival Analysis
4.
Categorical Data Analysis
Scroll down for (1) BIOSTATS 640 Fall 2023 (2) Additional Readings and Videos (3) Resources for Learning R and (4) Online Apps and Other Resources
(1) BIOSTATS 640 - Fall 2023 |
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Lecture Notes - Fall 2023 course notes, 4. Categorical Data Analysis (pdf, 77 pp) |
| (Source: Oregon State University Course, Foundations of Epidemiology) Chapter 8. Effect Modification (html) |
| (Source: Pai, M., McGill University) Effect Measure Modification and Interaction (pdf, 66 slides) |
(Source: Ben Arnold, UC Berkeley) Decision Tree for Assessing Effect Modification and Confounding (pdf, 1 pp) |
BIOSTATS 640 Fall 2023 Unit 4 - Contingency Table Methods Summary (pdf, 4 pp) |
Homework 1 of 2 |
Homework 2 of 2 |
(2) Additional Readings and Videos |
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(Source: Let's Learn Public Health) |
(Source: Pai, M., McGill University) Lecture Effect Measure Modification and Interaction (pdf, 66 slides) |
| (Source: Oregon State University Course, Foundations of Epidemiology) Chapter 8. Effect Modification (html) |
Standardization of Rates (Source: Stats Direct, UK) Indirect Standardization and SMR (html) |
Standardization of Rates (Source: NM-IBIS) Standardized Mortality Ratio (html) |
(Source: Rosner B May 2017) Topics in Biostatistics: Categorical Data Analysis and Logistic Regression (pdf, 89 slides) |
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(3) Resources for R Learners |
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| R Users #05 - Epidemiological Tables (pdf, 20 pp) There is no dataset to download - we will be entering count data directly |
(Source: https://cran.r-project.org/web/packages/epiR/vignettes/epiR_measures_of_association.html) |
| (Source: https://cran.r-project.org/web/packages/pubh/vignettes/introduction.html) Introduction to the {pubh} Package, by Josie Athens (html) |
(Source: Signorell HWZ University of Applied Sciences and Business Administration, Zurich) Video
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| Video (Source: Greg Martin, R Programming 101) Manipulate Data Using the Tidyverse (video, 6:55) |
(4) Online Apps and Other Resources |
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| Epitools - Chi Square Tests + Other Tests of Statistical Significance (Source: https://epitools.ausvet.com.au/statisticshome) (html) |
| Epitools - Chi Square Test of Trend (Source: https://epitools.ausvet.com.au/trend) (html) |
| GraphPad - Chi Square Goodness of Fit Test (Source: https://www.graphpad.com/quickcalcs/chisquared1.Chi-square/) (html) |
Online Calculator for Standardization of Rates (Source: Open-Epi, Emory University) Online Calculator for SMR Analysis (html) |
