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- Archived Lectures *These may not cover the latest advances in the field
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1. Segregation analysis
- Prof. Chris Cannings
- Dr. Dawn Teare
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2. Choosing the right study design in genetic epidemiology
- Prof. Duncan Thomas
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3. Genome-wide scans
- Prof. Michael Province
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4. The study of candidate genes in drug trials - sample size considerations
- Prof. Robert Elston
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5. Graphical modelling of linkage disequilibrium
- Prof. Alun Thomas
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6. Bayesian approaches for modelling complex metabolic pathways
- Prof. Duncan Thomas
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7. Current methods for the analysis of genetic case-control data: a review
- Prof. Duncan Thomas
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8. Detecting and correcting for population structure in genetic case-control studies
- Dr. Jonathan Pritchard
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9. Statistical characterization of genetic association
- Prof. Bruce Weir
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10. Haplotype-based mapping and pharmacogenetics
- Prof. David Goldstein
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11. Genetic linkage analysis
- Prof. Christopher Amos
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12. Use of DNA pooling in large-scale association studies
- Prof. Pak Sham
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13. Searching for genetic association using (haplotype) tagging SNPs
- Prof. David Clayton
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14. Heterogeneity: problems and solutions
- Prof. Michael Province
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15. Introduction to population genetics 1: single locus
- Prof. David Balding
- Dr. Andrew Morris
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16. Haplotype phase inference
- Prof. Peter Donnelly
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17. Optimal use of linkage disequilibrium, haplotypes, and integrated maps for positional cloning
- Prof. Newton Morton
- Dr. Andrew Collins
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18. Introductory genetics for statisticians
- Prof. Robert Elston
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19. Nature, nurture, neither?
- Prof. Steve Jones
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20. Introduction to population genetics 2: linkage disequilibrium
- Prof. David Balding
- Dr. Andrew Morris
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21. Fine-scale mapping
- Prof. David Balding
- Dr. Andrew Morris
Printable Handouts
Navigable Slide Index
- Introduction
- Albert Einstein
- Heterogeneous vs. homogeneous
- Example: hypertension
- Mixing apples and pears (1)
- Mixing apples and pears (2)
- Mixing apples and pears (3)
- Types of heterogeneity (1)
- Types of heterogeneity (2)
- Types of heterogeneity (3)
- Types of heterogeneity (4)
- Modeling heterogeneity vs. detecting heterogeneity
- Example: population stratification
- Case study: family blood pressure program: FBPP
- FBPP study designs
- FBPP data characteristics
- FBPP pooled data differences
- Is AGT-6 an education gene? (1)
- Is AGT-6 an education gene? (2)
- Is AGT-6 an education gene? (3)
- Is AGT-6 an education gene? (4)
- Is AGT-6 an education gene? (5)
- Is AGT-6 an education gene? (6)
- Race is hidden stratification
- Moral of the story
- Detecting heterogeneity using TREE models
- TREE notation (1)
- TREE notation (2)
- TREE building (1)
- TREE building (2)
- Classification TREEs (1)
- Classification TREEs (2)
- Classification TREEs (3)
- Regression TREEs (1)
- Regression TREEs (2)
- Genotype-phenotype correlation in hypertension
- Haseman-Elston linkage
- TREE linkage idea...
- Haseman-Elston TREE linkage (1)
- Haseman-Elston TREE linkage (2)
- Haseman-Elston TREE linkage (3)
- Haseman-Elston TREE linkage (4)
- Haseman-Elston TREE linkage (5)
- Monte Carlo Evaluation
- The heterogeneoty challenge
- References
Topics Covered
- Heterogeneity: definitions and effects
- Phenotypic, genotypic, population and penetrance/expression heterogeneity
- Population stratification: case study
- Detecting heterogeneity: Tree models
- Classification vs. regression TREEs
- Application: Haseman-Elston TREE linkage
Talk Citation
Province, M. (2004, September 1). Heterogeneity: problems and solutions [Video file]. In The Biomedical & Life Sciences Collection, Henry Stewart Talks. Retrieved April 1, 2025, from https://doi.org/10.69645/ZHCR9482.Export Citation (RIS)
Publication History
Financial Disclosures
- Prof. Michael Province has not informed HSTalks of any commercial/financial relationship that it is appropriate to disclose.