PSI Webinar: Surrogacy
This webinar will provide an overview of surrogacy for licensing and reimbursement. In turn, the need of extensions of the SPIRIT and CONSORT statement will be defined and outlined, with case studies to support.
Graphics Principles | |
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Novartis materials • Excellent source • Pharma-relevant examples | Chart Guide • Interactive guide for choosing graph type • Printable poster |
Coding Reference (R) | |
RStudio Data Visualisation Cheatsheet • ggplot2 overview (poster) | Look at Data • Practical data visualisation using R |
Coding Reference (SAS) | |
SAS data visualization • Overview of SAS graphics tools Graphically Speaking • Active forum for users of SAS ODS Graphics Perry Watts Library • Unstructured collection of papers on SAS graphics | Graph Samples Gallery (SAS Support) • Example SAS code • Unstructured • Not pharma-specific Robert Allisons SAS Graphics Examples • Example SAS code • Unstructured • Not pharma-specific |
Coding Reference (Python) | |
Seaborn • Unstructured gallery • Example python code | |
Inspiration | |
D3 Gallery • Extensive gallery of graph types | R graph gallery • Example R code (ggplot2 and base R) • Well structured |
Dashboard Examples | |
R Shiny - Gallery (rstudio.com) • Extensive gallery of example • Example R code
Roche Teal https://genentech.shinyapps.io/teal_efficacy/ https://genentech.shinyapps.io/teal_exploratory/ https://genentech.shinyapps.io/teal_efficacy/ Safety Graphics https://jwildfire.shinyapps.io/safetyGraphics/ Interactive Graphics for Monitoring Clinical Trial Safety • safetyGraphics
| • Extensive gallery of examples • Active community
TIBCO Spotfire® Interactive Demo Gallery
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Colour | |
Color Brewer • Tool for designing colour palettes • Easy to use for beginners Chroma.js • Tool for designing multi-hue colour palettes • More advanced tool | Adobe Color Wheel • Tool for designing colour palettes • More advanced tool Color Oracle Downloadable tool for simulating colour-blindness |
Online Books | |
Winston Chang R Graphics Cookbook | Claus Wilke Fundamentals of Data Visualization |
Books | |||
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Alberti Cariro | ‘How Charts Lie’ ‘The Truthful Art: Data, Charts and Maps for Communication’ ‘The Functional Art’ | Winston Chang | R Graphics Cookbook: Practical Recipes for Visualizing Data. USA: O’Reilly Media, Inc.: 2012 |
William S. Cleveland | The Elements of Graphing Data | Stephen Few | ‘Show Me the Numbers: Designing Tables and Graphs to Enlighten’ ‘Now You See It’ |
RM Heiberger, B Holland | Statistical Analysis and Data Display: An Intermediate Course with Examples in R. New York: Springer; 2015 | A Krause, M O’Connell | A Picture Is Worth a Thousand Tables: Graphics in Life Sciences. New York: Springer Sciences & Business Media; 2012 |
Tamara Munzner | Visualization Analysis & Design link | Cole Nussbaumer Knaflic | Storytelling with Data link |
AK Peters | Visualization Analysis and Design | Sandra Rendgen | History of Information Graphics |
NB Robbins | Creating More Effective Graphs. Hoboken, New Jersey: Wiley; 2012 | Edward Tufte | The Visual Display of Quantitative Information. Cheshire, CT: Graphics Press 1983 |
John W. Tukey | Exploratory Data Analysis. Reading, MA: Pearson; 1977 | Wexler, Shaffer, Cotgreave | The Big Book of Dashboards link |
L Wilkinson | The Grammar of Graphics. New York: Springer; 2006 | Nathan Yau | Visualise This |
Publications | ||
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SP Duke, F Bancken, B Crowe, M Soukup, T Botsis, R Forshee | Seeing is Believing: Good Graphic Design Principles For Medical Research | Stat Med. 2015;34(22):3040-3059 |
M Krzywinski | Elements of Visual Style | Nat Methods. 2013;10:371 |
Hadley Wickham | A Layered Grammar of Graphics. http://vita.had.co.nz/papers/layered-grammar.pdf | J. Computations and Graphical Statistics, Volume 19, Number 1, Pages 3-28 |
Swihart et al | Lasagna plots: A saucy alternative to spaghetti plots. | Epidemiology. 21(5): 621–625 |
Vandemeulebroecke et al. | How can we make better graphs? An initiative to increase the graphical expertise and productivity of quantitative scientists. | Pharmaceutical Statistics 18(1), 106 - 114 |
Amit et al | Graphical Approaches to the Analysis of Safety Data from Clinical Trials. | Pharmaceutical Statistics 7(1), 20-35 |
Blogs | |
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Darkhorse • General principles • Diverse topics (non-pharma) | Nightingale • Journal of the Data Visualization Society • Diverse topics (non-pharma) |
Podcasts | |
Data Stories Storytelling With Data | Explore Explain The Effective Statistician |
Miscellaneous | |
CTSpedia: Clinical Trials Safety Graphics StatGraphCourse < Main < Vanderbilt Biostatistics Wiki (vumc.org) • Frank Farrell | Michael Friendly • Rich source of information on data visualisation principles and software WTF Gallery • Gallery of bad graphics (for fun!) Makeover Monday; Improving How We Visualize and Analyze Data, One Chart at a Time |