Week 2
Week 2 Schedule
Monday, June 26th
9:00am - 10:30am: Morning Lecture I (SPH I 1690)
Intro to Deep Learning Links to an external site. (Jian Kang, PhD) [Slides Download Slides]
10:45am - 12:15pm: Morning Lecture II (SPH I 1690)
Intro to Optimization Links to an external site. (Jian Kang, PhD) [Slides Download Slides]
12:15pm - 1:30pm: Lunch
1:30pm - 2:45pm: Afternoon Session (SPH I 1690)
Generalized Linear Models (Madeline Abbott & Lap Sum Chan) [Slides][RMarkdown]
3:00pm - 5:00pm: Research Groups
5:00pm - 7:00pm: An Evening with Dean Bowman
Tuesday, June 27th
9:00am - 10:30am: Morning Lecture I (SPH I 1690)
Study Design & Inference Links to an external site. (Rod Little, PhD) [Slides I ppt; pdf][Slides II ppt; pdf]
10:45am - 12:15pm: Morning Lecture II (SPH I 1690)
Parameter Estimation/Likelihood Links to an external site. (Rod Little, PhD) [Slides]
12:15pm - 1:30pm: Lunch
1:30pm - 2:45pm: Afternoon Session (SPH I 1690)
Logistic Regression Links to an external site. (Edward Shao & Hera Shi) [Slides][RMarkdown]
3:00pm - 5:00pm: Research Groups
Wednesday, June 28th
9:00am - 10:30am: Morning Lecture I (SPH I 1690)
Observational Data, Bias Links to an external site. (Rod Little, PhD) [READ AHEAD OF LECTURE: Cameron & Pauling, Creagan][Slides ppt; pdf]
10:45am - 12:15pm: Morning Lecture II (SPH I 1690)
Causal Inference Links to an external site. (Walter Dempsey, PhD) [Slides]
12:15pm - 1:30pm: Lunch
1:30pm - 2:45pm: Afternoon Session (SPH I 1690)
Correlated Data Models Links to an external site. (Ritoban Kundu & Brady Ryan) [Slides Download Slides][RMarkdown]
3:00pm - 5:00pm: Research Groups
Thursday, June 29th
9:00am - 10:30am: Morning Lecture I (SPH I 1690)
Python: Part I ( Links to an external site.Fred Feng, PhD) Links to an external site. [Software Installation Links to an external site. -- DO BEFORE LECTURE][Live Coding Links to an external site.][Python Script I][Python Script II]
10:45am - 12:15pm: Morning Lecture II (SPH I 1690)
Python: Part II Links to an external site. (Fred Feng, PhD)
12:15pm - 1:30pm: Lunch
1:30pm - 2:45pm: Afternoon Session (SPH I 1690)
Visualization Workshop Links to an external site. (Brianna Christy, LMSW) [Google Slides Links to an external site.][Slides pdf][Resources Links to an external site.][Resources UMich Links to an external site.]
3:00pm - 5:00pm: Research Groups
Friday, June 30th
9:00am - 10:30am: Morning Lecture I (SPH I 1690)
Python: Part III Links to an external site. (Fred Feng, PhD) [Python Script I][Python Script II]
10:45am - 12:15pm: Morning Lecture II (SPH I 1690)
Python: Part IV (Fred Feng, PhD)
12:15pm - 2:00pm: State of the Institute [Breiman article -- read ahead of time][Slides] and Journey Lecture (Michael Boehnke, PhD) [Slides]
2:30pm: Meet Outside SPH (Walk to Argo Park)
3:00pm: Kayak Trip