Week 8
Risk Assessment and Statistical Relationship
October 20-22
Embedded Files
Programming Concepts and Learning Outcomes:
Advanced ggplot2
Statistical plotting
Linear Regressions
Useful link for regressions: https://ggplot2.tidyverse.org/reference/geom_smooth.html
TuEsday Class Section
TuEsday Class Section
Risk Assessment and Statistical Relationships
Topics:
Risk Quantification
The Data Behind Test Construction
Statistical Relationships
Link to code: Week8CodeTuesday.R (Note: here is all of the code used in class so far: allClassCode.R)
Link to data: SETArticleTable1Data.csv
Due Today:
🔢 Prison Sentence Lengths + COMPAS Presentation
Link to folder: "Behind The Number Presentation"
📚"Meta Analysis of Faculty teaching effectiveness" Reading Due
Dear Data (5) - Authority/Trust theme
Thursday Class Section
Thursday Class Section
Topics
Correlation vs Causation
Outlier Detection and Handling
Risk Assessment Algorithms
Link for code: Week8CodeThursday.R
Due Today:
🔢 Bail Amounts Presentation
Link to folder: "Behind The Number Presentation"
🔔Next Week:
Poverty Threshold Presentation
Link to folder: "Behind The Number Presentation"
Dear Data (6) - Risk/Safety theme
Stantcheva, "How to Run a Survey" Reading Due
Air Quality Index Presentation
Link to folder: "Behind The Number Presentation"
TUESDAY, OCT 27
THURSDAY, OCT 29
📚To read before next Tuesday:
Stefanie Stantcheva, "How to Run Surveys: A guide to creating your own identifying variation and revealing the invisible."
Link: "How to Run Surveys"
Reading Goal:
Divide the reading among the members of your stakeholder group.
Be ready to talk with each other about the ways in which current BCQs align or do not align with Stantcheva's advice.
Be ready to present a revision or new question or parameter for student evaluations of teaching in light of the reading.
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