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| − | == | + | ==Statistical Genetics Training Resources== |
| − | We are | + | We are an international group of statistical geneticists who wish to make training resources available to the genetics community. We offer tutorials for a variety of analysis tools/software. We also offer courses on a variety of topics related to analysis of human genetic data. |
| − | + | ===Our group=== | |
| + | * Heather Cordell, Ph.D. (Newcastle University) | ||
| + | * Andrew DeWan, Ph.D. (Yale University) | ||
| + | * Suzanne M. Leal, Ph.D. (Columbia University and Rockefeller University) | ||
| + | * Michael Nothnagel, Ph.D. (University of Cologne) | ||
| + | * Gao T. Wang, Ph.D. (Columbia University) | ||
| − | + | Material on this site are open source and can be found on GitHub at https://github.com/statgenetics/statgen-courses | |
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| − | + | For questions concerning material on this site please raise them at the Discussion forum curated by our team, https://github.com/statgenetics/statgen-courses/discussions | |
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==Statistical Genetics Courses== | ==Statistical Genetics Courses== | ||
| − | + | '''[[Genassoc2024|Genetic Association: with application to sequence and genotype data]]'''<br />September 16-20, 2024<br />Max Delbrück Center for Molecular Medicine, Berlin, Germany | |
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| − | + | '''[[Advgenemap2025|Advanced Gene Mapping]]'''<br />January 27-31, 2025<br />The Rockefeller University, New York, USA | |
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[[Previous_Courses|Previous Course Pages]] | [[Previous_Courses|Previous Course Pages]] | ||
==Tutorials for Courses== | ==Tutorials for Courses== | ||
| − | * [[Tutorials#Annotation|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#Annotation|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#Cochran_Armitage_Trend_Test|Cochran Armitage Trend Test for GWAS power analysis]] | * [[Tutorials#Cochran_Armitage_Trend_Test|Cochran Armitage Trend Test for GWAS power analysis]] | ||
| − | * [[Tutorials# | + | * [[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#IGV|IGV]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/igv.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/igv/tags docker image] | * [[Tutorials#IGV|IGV]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/igv.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/igv/tags docker image] | ||
* [[Tutorials#Gemini|Gemini]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/gemini.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/gemini/tags docker image] | * [[Tutorials#Gemini|Gemini]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/gemini.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/gemini/tags docker image] | ||
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* [[Tutorials#GWAS:_Data_Quality_Control|GWAS: QC]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/plink.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/plink/tags docker image] | * [[Tutorials#GWAS:_Data_Quality_Control|GWAS: QC]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/plink.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/plink/tags docker image] | ||
* [[Tutorials#GWAS:_Association_Analysis_Controlling_for_Population_Substructure|GWAS: Controlling for Population Substructure]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/plink.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/plink/tags docker image] | * [[Tutorials#GWAS:_Association_Analysis_Controlling_for_Population_Substructure|GWAS: Controlling for Population Substructure]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/plink.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/plink/tags docker image] | ||
| − | * [[Tutorials# | + | * [[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] |
| − | * [[Tutorials# | + | * [[Tutorials#Linkage.2FFastLinkage|LINKAGE]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/mlink.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/mlink/tags docker image] |
* [[Tutorials#Population_Genetics|Population Genetics]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/popgen.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/popgen/tags docker image] | * [[Tutorials#Population_Genetics|Population Genetics]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/popgen.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/popgen/tags docker image] | ||
| − | * [[Tutorials# | + | * [[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] |
| − | * [[Tutorials# | + | * [[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 dockefile] and [https://hub.docker.com/r/statisticalgenetics/nps/tags docker image] |
| − | * [[Tutorials#PSEQ|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#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#R_and_PLINK|R and PLINK exercise]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/plink-r-nothnagel.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/plink-r-nothnagel/tags docker image] | ||
* [[Tutorials#Regression|Regression]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/regression.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/regression/tags docker image] | * [[Tutorials#Regression|Regression]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/regression.dockerfile dockefile] and [https://hub.docker.com/r/statisticalgenetics/regression/tags docker image] | ||
* [[Tutorials#RV-TDT|RV-TDT]] | * [[Tutorials#RV-TDT|RV-TDT]] | ||
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* [[Tutorials#Variant_Association_Tools|Variant Association Tools]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/vat.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/vat/tags docker image] | * [[Tutorials#Variant_Association_Tools|Variant Association Tools]] | [https://github.com/statgenetics/statgen-courses/blob/master/docker/vat.dockerfile dockerfile] and [https://hub.docker.com/r/statisticalgenetics/vat/tags docker image] | ||
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==[[Genetic Meetings of Interest]]== | ==[[Genetic Meetings of Interest]]== | ||
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[[NGSMendelian2017|Identifying Genes for Mendelian Traits using Next Generation Sequence Data]], September 18-22, 2017<br />Max Delbrück Center for Molecular Medicine<br />Berlin, Germany | [[NGSMendelian2017|Identifying Genes for Mendelian Traits using Next Generation Sequence Data]], September 18-22, 2017<br />Max Delbrück Center for Molecular Medicine<br />Berlin, Germany | ||
Latest revision as of 05:40, 19 June 2024
Statistical Genetics Training Resources
We are an international group of statistical geneticists who wish to make training resources available to the genetics community. We offer tutorials for a variety of analysis tools/software. We also offer courses on a variety of topics related to analysis of human genetic data.
Our group
- Heather Cordell, Ph.D. (Newcastle University)
- Andrew DeWan, Ph.D. (Yale University)
- Suzanne M. Leal, Ph.D. (Columbia University and Rockefeller University)
- Michael Nothnagel, Ph.D. (University of Cologne)
- Gao T. Wang, Ph.D. (Columbia University)
Material on this site are open source and can be found on GitHub at https://github.com/statgenetics/statgen-courses
For questions concerning material on this site please raise them at the Discussion forum curated by our team, https://github.com/statgenetics/statgen-courses/discussions
Statistical Genetics Courses
Genetic Association: with application to sequence and genotype data
September 16-20, 2024
Max Delbrück Center for Molecular Medicine, Berlin, Germany
Advanced Gene Mapping
January 27-31, 2025
The Rockefeller University, New York, USA
Previous Course Pages
Tutorials for Courses
- ANNOVAR Annotation | dockefile and docker image
- Cochran Armitage Trend Test for GWAS power analysis
- Family-based Association using FaST-LMM, PLINK and R | dockefile and docker image
- IGV | dockerfile and docker image
- Gemini | dockerfile and docker image
- GCTA | dockefile and docker image
- GWAS: QC | dockerfile and docker image
- GWAS: Controlling for Population Substructure | dockerfile and docker image
- Interaction analysis using PLINK and CASSI | dockerfile and docker image
- LINKAGE | dockerfile and docker image
- Population Genetics | dockefile and docker image
- Pleiotropy | dockefile and docker image
- Polygenic risk prediction using non-parametric shrinkage | dockefile and docker image
- PLINK/SEQ (PSEQ) | dockefile and docker image
- R and PLINK exercise | dockefile and docker image
- Regression | dockefile and docker image
- RV-TDT
- SEQLinkage
- SEQSpark
- SLINK | dockerfile and docker image
- Variant Association Tools | dockerfile and docker image
