Difference between revisions of "Main Page"
From U-M Big Data Summer Institute Wiki
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*[https://drive.google.com/open?id=1i-sktSXggJAeHcKrSSEYGArEJmzle1_Y breiman] - Statistical Modeling: The Two Cultures | *[https://drive.google.com/open?id=1i-sktSXggJAeHcKrSSEYGArEJmzle1_Y breiman] - Statistical Modeling: The Two Cultures | ||
*[https://drive.google.com/file/d/1BYU00G8x5U4OW2Qhq6gRLQFSZ8ZYOt11/view?usp=sharing breimaninterview] - A conversation with Leo Breiman | *[https://drive.google.com/file/d/1BYU00G8x5U4OW2Qhq6gRLQFSZ8ZYOt11/view?usp=sharing breimaninterview] - A conversation with Leo Breiman | ||
| − | ====Recorded Lectures==== | + | =====Recorded Lectures===== |
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=7c7f99dc-7179-4420-a583-a903014b92c3 Klemmer Evening Lecture] | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=7c7f99dc-7179-4420-a583-a903014b92c3 Klemmer Evening Lecture] | ||
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*[https://drive.google.com/file/d/1qKKeiQkZQel20OQK-ejhcbpmV8wqwl0E/view?usp=sharing CREAGAN] - Failure of High-Dose Vitamin C therapy to benefit patients with advanced cancer | *[https://drive.google.com/file/d/1qKKeiQkZQel20OQK-ejhcbpmV8wqwl0E/view?usp=sharing CREAGAN] - Failure of High-Dose Vitamin C therapy to benefit patients with advanced cancer | ||
*[https://drive.google.com/file/d/1IuaVOmt24Sb_OPOfedRz26FOUdakEYzQ/view?usp=sharing neyman34jrss] - On the Two Different Aspects of the Representative Method: The Method of Stratified Sampling and the Method of Purposive Selection | *[https://drive.google.com/file/d/1IuaVOmt24Sb_OPOfedRz26FOUdakEYzQ/view?usp=sharing neyman34jrss] - On the Two Different Aspects of the Representative Method: The Method of Stratified Sampling and the Method of Purposive Selection | ||
| + | |||
| + | =====Recorded Lectures===== | ||
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=142b0ba1-795a-4d9c-9c50-a90400d9f85a Reproducible Research - J. Carlson] | ||
| + | *https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=17e02d6f-b195-4370-a354-a90400f37ff9 Big Data - R. Little] | ||
==== Day 3: June 20 ==== | ==== Day 3: June 20 ==== | ||
Revision as of 01:13, 20 June 2018
Welcome to the U-M Big Data Summer Institute 2018 Wiki!
Consult the User's Guide for information on using the wiki software.
Contents
- 1 Reading Material
- 2 2018 Presentations
- 3 Day 29: Symposium
- 4 Additional Resources
Reading Material
Data Mining Group
Papers
Machine Learning Group
Genomics Group
Lectures
Intro Exercises
Papers
Population Genetics
Single Cell RNA
Transcriptomics
Online videos to better understand genetics and genomics
Genetics
- Introduction to Genetics by 23andMe (5 videos)
- TED-Ed : How Mendel's pea plants helped us understand genetics - Hortensia Jiménez Díaz
- Genetic Recombination and Gene Mapping by Bozeman Science
- Useful Genetics : A college-level comprehensive genetics course with 292 lectures offered by Rosie Redfield at UBC
Useful 3D Animations
- From DNA to protein - 3D Animation
- DNA Transcription - 3D Animation
- DNA splicing - 3D Animation
- mRNA Translation - 3D Animation
- How DNA is packaged - 3D Animation
- The Central Dogma - 3D Animation
Gene Regulation and Epigenetics
- Epigenetics Lecture by SciShow
- Hi-C Technique : A 3D map of the Human Genome
- The ENCODE Project
- RNAi by Nature Video
Sequencing Technologies
- TED-Ed : The race to sequence the human genome - Tien Nguyen
- DropSeq - Droplet-based Single Cell Sequencing by McCarroll Lab
Imaging Group
Papers
2018 Presentations
Week 1
Day 0: June 17
- Orientation Slides 2018 - Bhramar Mukherjee, PhD
Day 1: June 18
- Welcome Slides 2018 - Bhramar Mukherjee, PhD
- Training for Responsible Conduct in Research - Bhramar Mukherjee, PhD
- BDSIOrientationSupplement - Bhramar Mukherjee, PhD
- BDSI Event Presentation - Robert Peng
- BDSI Life in Ann Arbor - Stephen Salermo
- Al-Marzouki_s05 - The effect of scientific misconduct on the results of clinical trials: A Delphi survey
- baggerlycoombes - Deriving chemosensitivity from cell lines: forensic bioinformatics and reproducible research in high-throughput biology
- ethicalguidelines Ethical Guidelines for Statistical Practice
- ODS - On being a scientist 2009
- breiman - Statistical Modeling: The Two Cultures
- breimaninterview - A conversation with Leo Breiman
Recorded Lectures
Day 2: June 19
- Study design and inference. - Roderick Little, PhD
- cameronpaulingpnas1976 - Supplemental ascorbate in the supportive treatment of cancer: Prolongation of survival times in terminal human cancer.
- comroe1977 - Experimental studies designed to evaluate the management of patients with incurable cancer
- CREAGAN - Failure of High-Dose Vitamin C therapy to benefit patients with advanced cancer
- neyman34jrss - On the Two Different Aspects of the Representative Method: The Method of Stratified Sampling and the Method of Purposive Selection
Recorded Lectures
- Reproducible Research - J. Carlson
- https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=17e02d6f-b195-4370-a354-a90400f37ff9 Big Data - R. Little]
Day 3: June 20
- Observational Data - Roderick Little, PhD
- castnejm1989 - Preliminary report
- Tocainideahj80 - Prophylaxis of ventricular tachyarrythmias
- wakefieldlancet - Ileal-lymphoid-nodular hyperplasia, non-specific colitis, and pervasive developmental disorder in children
Day 4: June 21
Day 5: June 22
- Parameter Estimation - Roderick Little, PhD
- Fisher22philtransa - On the Mathematical Foundations of Theoretical Statistics
Week 2
Day 6: June 25
Day 7: June 26
Day 8: June 27
Day 9: June 28
Day 10: June 29
Week 3
Day 11: July 2
Day 12: July 3
Day 13: July 4 (NO CLASS)
Day 14: July 5
Day 15: July 6
Week 4
Day 16: July 9
Day 17: July 10
Day 18: July 11
Day 19: July 12
Day 20: July 13
Week 5
Day 21: July 16
Day 22: July 17
Day 23: July 18
Day 24: July 19
Day 25: July 20
Week 6
Day 26: July 23
Day 27: July 24
Day 28: July 25
Day 29: Symposium
Student Poster Presentations
