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Advgenemap2021

652 bytes added, 06:47, 20 January 2021
/* Handouts */
==Handouts==
====[//www.statgen.us/files/2020/01/docs/lectures/Lecture_booklet.pdf All Lectures]====
====[//www.statgen.us/files/2020/01/docs/exercises/Booklet_exercises.pdf All Exercises]====
===Heather Cordell===
====Lectures====
* [//www.statgen.us/files/2020/01/docs/lectures/NY2020-lecture1-nopause_4.pdf Genome-wide association studies (GWAS) - Part 1]
* [//www.statgen.us/files/2020/01/docs/lectures/NY2020-lecture2-nopause_4.pdf Genome-wide association studies (GWAS) - Part 2]
 
====Exercises====
* [http://statgen.us/files/2021/02/exercises/FASTLMM-NY2020.pdf Family-based Association using FaST-LMM, PLINK and R] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/fastlmm-gcta.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/fastlmm-gcta/tags docker image]
* [http://statgen.us/files/2021/02/exercises/GCTA-NY2021.pdf GCTA] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/fastlmm-gcta.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/fastlmm-gcta/tags docker image]
* [http://statgen.us/files/2021/02/exercises/Epistasis-NY2020.pdf Interaction analysis using PLINK and CASSI] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/epistasis.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/epistasis/tags docker image]
<!--
* [[Tutorials#FastLMM | Family-based Association using FaST-LMM, PLINK and R]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/fastlmm-gcta.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/fastlmm-gcta/tags docker image]
* [[Tutorials#GCTA|GCTA]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/fastlmm-gcta.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/fastlmm-gcta/tags docker image]
* [[Tutorials#Epistasis_.28PLINK_and_CASSI.29 | Interaction analysis using PLINK and CASSI]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/epistasis.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/epistasis/tags docker image]
-->
===Nancy Cox===
====Lectures====
* [//www.statgen.us/files/2020/01/docs/lectures/LealCourse_Cox_Jan2020.pdf Integrative Approaches in Biobanks: Getting to Biological Mechanisms of Disease]
===Andrew DeWan===
====Lectures====
* [//www.statgen.us/files/2020/01/docs/lectures/Rockefeller_Adv_Course_DeWan_pleiotropy_4.pdf From cross-phenotype associations to pleiotropy in human genetic studies]
====Exercises====
* [http://statgen.us/files/2021/02/exercises/pleio_exercise.pdf Pleiotropy] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/pleiotropy.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/pleiotropy/tags docker image]
* [http://statgen.us/files/2021/02/exercises/pleio_exercise_answers.pdf. Answers to Pleitropy Exercise]
<!--
* [[Tutorials#Pleiotropy|Pleiotropy]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/pleiotropy.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/pleiotropy/tags docker image]
-->
===Suzanne Leal===
====Lectures====
* [//www.statgen.us/files/2020/01/docs/lectures/data_quality_control_1.pdf Data Quality Control]
* [//www.statgen.us/files/2020/01/docs/lectures/NGS_data_qc.pdf NGS Data Quality Control]
* [//www.statgen.us/files/2020/01/docs/lectures/analysis_rare_variants_part_1.pdf Complex Trait Association Analysis of Rare Variants]
* [//www.statgen.us/files/2020/01/docs/lectures/power_sample_sizes.pdf Power Analysis for Single and Rare Variant Aggregate Association Analyses]
* [//www.statgen.us/files/2020/01/docs/lectures/Analysis_rare_variants_part_2.pdf National Heart Lung and Blood Institute Exome Sequencing Project]
====Exercises====
* [[Tutorials#PSEQ|PLINK/SEQ (PSEQ)]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/pseq.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/pseq/tags docker image]
* [[Tutorials#Variant_Association_Tools|Association Analysis of Sequence Data using Variant Association Tools for Complex Traits]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/vat.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/vat/tags docker image]
* [http://statgen.us/files/2021/02/exercises/Armitage_sample_size.pdf Cochran Armitage Trend Test for GWAS power analysis]
* [http://statgen.us/files/2021/02/exercises/FunctionalAnnotation.2021.pdf ANNOVAR Annotation] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/annovar.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/annovar/tags docker image]
<!--
* [[Tutorials#PSEQ|PLINK/SEQ (PSEQ)]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/pseq.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/pseq/tags docker image]
* [[Tutorials#Variant_Association_Tools|Association Analysis of Sequence Data using Variant Association Tools for Complex Traits]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/vat.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/vat/tags docker image]
* [[Tutorials#Cochran_Armitage_Trend_Test|Cochran Armitage Trend Test for GWAS power analysis]]
* [[Tutorials#Annotation|http://statgen.us/files/2021/02/exercises/FunctionalAnnotation.2021.pdf ANNOVAR Annotation]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/annovar.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/annovar/tags docker image]-->
===Shamil Sunyaev===
====Exercises====
* [http://statgen.us/files/2021/02/exercises/NPS.pdf Polygenic risk prediction using non-parametric shrinkage] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/nps.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/nps/tags docker image]
 
<!--
* [[Tutorials#Polygenic_risk_prediction_.28NPS_method.29|Polygenic risk prediction using non-parametric shrinkage]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/nps.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/nps/tags docker image]
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This course is supported by a grant from the National Institute of Health (NIH) - National Human Genome Research Institute (NHGRI).
 
 
===Heather Cordell===
===Nancy Cox===
===Andrew DeWan===
===Suzanne Leal===
===Shamil Sunyaev===
===Gao Wang===
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