WI Analytical Training



Direct link to each day: Day 1 | Day 2 | Day 3 | Day 4 | Day 5 | Day 6 | Day 7 | Day 8 | Day 9 | Day 10 | Day 11 | Day 12

DAY 1 - June 8

Overview, Project Scoping, and privacy, confidentiality, and ethics

  • 55 mins: Lecture

  • 5 mins: Break

  • 55 mins: Group work

  • 5 mins: Preview of Day 2


day 2 - June 15

Dataset introductions and project scoping

  • 55 mins: Lecture

  • 5 mins: Break

  • 55 mins: Group work

  • 5 mins: Preview for Day 3


day 3 - June 22

class materials

Project Template

Slide Deck

Feedback Form

Homework for day 4

Creating a Cohort Video / Slides

Cohort Explainer

01A_EDA.html (ADRF)

01B_cross_section.html (ADRF)

Discussion Questions

Exploratory data analysis/CRoss-Section

  • 55 mins: Lecture

  • 5 mins: Break

  • 55 mins: Group work

  • 5 mins: Preview of Day 4


day 4 - june 29

Cohort Analysis

  • 50 mins: Lecture

  • 5 mins: Break

  • 55 mins: Group work

  • 10 mins: Preview of Day 5 and Report Back

class materials

Project Template

Slide Deck

Feedback Form

Homework for day 5

Record Linkage Video / Slides

02_cohort.html (ADRF)

Discussion Question


day 5 - July 13

class materials

Project Template

Slide Deck

Feedback Form

Homework for day 6

Measurement Video / Slides

03_record_linkage.html (ADRF)

Optional: supplemental_data_model.html (ADRF)

Discussion Questions

record linkage + Data model

  • 55 mins: Lecture

  • 5 mins: Break

  • 55 mins: Group work

  • 5 mins: Preview of Day 6


day 6 - july 20

Measurement

  • 50 mins: Lecture

  • 5 mins: Break

  • 55 mins: Group work

  • 10 mins: Preview for Day 7 and Report Back


day 7 - july 27

missingness and Inference errors

  • 55 mins: Lecture

  • 5 mins: Break

  • 55 mins: Group work

  • 5 mins: Preview of Day 8


day 8 - august 3

class materials

Project Template

Slide Deck

Feedback Form

Homework for Day 9

05_visualization.html (ADRF)

Prepare for Interim Presentations

Visualization

  • 55 mins: Lecture

  • 5 mins: Break

  • 55 mins: Group work

  • 5 mins: Preview of Day 9


DAY 9 - august 10

class materials

Project Template

Presentation Feedback Form (for each group)

Zoom chat history

Presentation Slides (Team 1, Team 2, Team 3, Team 4)

homework for day 10

Discussion Questions

Interim Presentations

  • 1 hr: Interim Presentations

    • Present work and what has been accomplished thus far

      and include future work to be accomplished

    • 7 minutes presentation + 8 minutes Q&A for each group

  • 1 hour: Group work


DAY 10 - august 17

Class materials

Project Template

Slide Deck

Feedback Form

homework for day 11

Machine Learning Video / Slides

06_characterizing_demand.html (ADRF)

Discussion Question

Characterizing demand

  • 55 mins: Lecture

  • 5 mins: Break

  • 55 mins: Group work

  • 5 mins: Preview for Day 11


DAY 11 - august 24

class materials

Project Template

Slide Deck

Feedback Form

Homework for day 12

Project Work

Supervised Machine Learning

  • 50 mins: Lecture

  • 5 mins: Break

  • 55 mins: Group work

  • 10 mins: Report Back + Preview for Day 12


DAY 12 - august 31

class materials

Project Template

Slide Deck

Feedback Form

Homework

07_disclosure_review.html (ADRF)

Communicating Results and exporting Data

  • 55 mins: Lecture

  • 5 mins: Break

  • 55 mins: Group work

    • Schedule project dry run

  • 5 mins: Program wrap-up