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1. Summarizing Data
2. Data Visualization
3. Probability: Basics
4. Probabilities in Epidemiology
5. Populations and Samples
6. Bernoulli and Binomal Distributions
7. Normal Distribution
8. Statistical Literacy: Estimation and Hypothesis Testing
9. One Sample Inference
10. Two Sample Inference
11. Chi Square Tests
12. Simple Linear Regression and Correlation
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Unit 2. Data Visualization
1. Introduction
2. Learning Module
3. Activities
4. Resources
(1) Introduction 
#1. (source: senseaboutscienceusa.org: George Cobb, Professor Emeritus, Mt Holyoke College) The Graph that Launched a Thousand News Stories (html)
#2. Video (source: TED Talk, David McCandless) The Beauty of Data Visualization (video, 18:20)
#3. Video (source: PBS Digital Studios) The Art of Data Visualization (video, 7:47)

AT A GLANCE (Source: PH525X seried  BiomedicalData Science and Karl Broman) Plots to Avoid (html) 
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(3) Activities 
R Studio
__ Right click to download the R dataset (framingham.Rdata).
__ (Source: BIOSTATS 540 Fall 2021) R Handout Fall 2021: Data Visualization with ggplot2 (pdf, 21 pp)

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(4) Resources 
(Source: John McGready JHSPH Statistical Reasoning Course) Stem and Leaf Plots, Box Plots (pdf, 25 slides)

(Source: John McGready JHSPH Statistical Reasoning Course) Histograms (pdf, 14 slides) 
(Source: pdfs.com.org/skillbuilders/MS/MC_StemandLeaf_Plot.pdf)  Stem and Leaf Plots (pdf, 2 pp) 
(Source: Statistics Canada) Stem and Leaf Plots  provides additional help (html) 
(Source: David M. Lane. onlinestatbook.com)  Box and Whisker Plots (html) 
APPLET (Source: Utah State University) Box and Whisker Plot & Histogram (html) 
APPLET (Source: www.analyzemath.com) Box and Whisker Plot  Interactive. Play with it an see how box plots change as sample values are changed from sets that are symmetric to sets that exhibit skewness!(html) 
(Source: Weissgerber TL et al, 2015. PLOT Biology 13 (4): e10028) Beyond Bar and Line Graphs: Time for a New Data Presentation Paradigm (pdf, 7 pp) 
(Source: NY Times) Monthly Feature  What is Going on in this Graph (html) 
(Source: Zaloumis SG et al, 2015. Parisitology 142: 13511363) Presenting parisitological data: the good, the bad, and the error bar (pdf, 13 pp) 
R
(Source: www.sthda.com/english/wiki/ggplot2essentials) STHDA  ggplot2 Essentials (html)
(Source: stats.idre.ucla.edu/data/intro_ggplot2/ggplot2_intro_slidy.html#(1)) Introduction to ggplot2 (html) 


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