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Statistical genetics is a scientific field concerned with the development and application of statistical methods for drawing inferences from genetic data
Statistical_genetics
Subfield of genetics
models are used both for statistical inference from DNA sequence data and for proof/disproof of concept. What sets population genetics apart from newer, more
Population_genetics
American psychologist
of developmental psychology, cognitive aging, behavioral genetics, and statistical genetics. This has included research on the effects of education and
Elliot_Tucker-Drob
Statistical inference of unobserved genotypes
In genetics, imputation is the statistical inference of unobserved genotypes. It is achieved by using known haplotypes in a population, for instance from
Imputation_(genetics)
Field that examines the role of genetic and environmental influences on human behaviour
interdisciplinary, and draws from genetics, psychology, and statistics. Most recently, the field has moved into the area of statistical genetics, with many behavioural
Human_behaviour_genetics
Model in statistical genetics
Representation with Parsimony for Inferring Species from Gene Trees". Statistical Applications in Genetics and Molecular Biology. 10 (1). doi:10.2202/1544-6115.1611
Multispecies coalescent process
Multispecies_coalescent_process
Set of methods in genetics
Fine-mapping is a set of methods in genetics used to identify the genetic variant or variants, often single-nucleotide polymorphisms (SNPs), most likely
Fine-mapping
1943 experiment into rate of mutations
Bacteria from Virus Sensitivity to Virus Resistance". Genetics. 28 (6): 491–511. doi:10.1093/genetics/28.6.491. PMC 1209226. PMID 17247100. Newcombe, H.
Luria–Delbrück_experiment
Percent of variation in IQ scores in a given population associated with genetic variation
consensus is that genetics does not explain average differences in IQ test performance between racial groups. Heritability is a statistic used in the fields
Heritability_of_IQ
Technique in statistical genetics
In statistical genetics, Felsenstein's tree-pruning algorithm (or Felsenstein's tree-peeling algorithm), attributed to Joseph Felsenstein, is an algorithm
Felsenstein's tree-pruning algorithm
Felsenstein's_tree-pruning_algorithm
DNA locus associated with variation in a quantitative trait
unique characteristics. Quantitative trait genetics today leverages Wright's observations about the statistical relationship between genotype and phenotype
Quantitative_trait_locus
Danish geneticist
the University of California, Berkeley. His research focuses on statistical genetics and computational genomics as they relate to evolutionary biology
Rasmus_Nielsen_(biologist)
Principle in genetics
In population genetics, the Hardy–Weinberg principle, also known as the Hardy–Weinberg equilibrium, model, theorem, or law, states that allele and genotype
Hardy–Weinberg_principle
Population genetic test statistic
Tajima's D test statistic. D {\displaystyle D\,} is calculated by taking the difference between the two estimates of the population genetics parameter θ {\displaystyle
Tajima's_D
Dutch behavioural geneticist (born 1972)
is a Dutch behavior and psychiatric geneticist who specializes in statistical genetics. She is a University Research Chair professor at VU University Amsterdam
Danielle_Posthuma
Model for tracing the history of genetic variation
7 in Balding, D., Bishop, M., Cannings, C., editors, Handbook of Statistical Genetics. Wiley ISBN 978-0-471-86094-5 Wakeley J. (2006) An Introduction to
Coalescent_theory
Hierarchical outline list of articles related to genetics
Microbial genetics Molecular genetics Neurogenetics Population genetics Plant genetics Psychiatric genetics Quantitative genetics Statistical genetics Evolutionary
Outline_of_genetics
This genetics article is a stub. You can help Wikipedia by adding missing information.
Lander–Green_algorithm
Numerical score aimed at predicting a trait based on variation in multiple genetic loci
In genetics, a polygenic score (PGS) is a number that summarizes the estimated effect of many genetic variants on an individual's phenotype. The PGS is
Polygenic_score
Statistical genetics technique
In statistical genetics, linkage disequilibrium score regression (LDSR or LDSC) is a technique that aims to quantify the separate contributions of polygenic
Linkage disequilibrium score regression
Linkage_disequilibrium_score_regression
Statistical significance threshold for genetic associations
(sometimes abbreviated GWS) is a specific threshold for determining the statistical significance of a reported association between a given single-nucleotide
Genome-wide_significance
Genome regions affecting protein levels
(Oct 2007). "A Statistical Framework for Expression Quantitative Trait Loci Mapping". Genetics. 177 (2): 761–771. doi:10.1534/genetics.107.071407. PMC 2034641
Protein quantitative trait loci
Protein_quantitative_trait_loci
Interbreeding between isolated populations
statistical genetics, Volume 1. John Wiley & Sons. ISBN 978-0-470-05830-5. Foulkes (28 April 2009). "Glossary of Terms". Applied Statistical Genetics
Genetic_admixture
Genetic linkage regression technique
In statistical genetics, Haseman–Elston (HE) regression is a statistical regression originally proposed for linkage analysis of quantitative traits in
Haseman–Elston_regression
Genomic loci that explain variation in gene expression levels
in statistical methods has made it possible to define even subtle changes in eQTLs as cell-states change. After eQTLs have been detected, statistical fine-mapping
Expression quantitative trait loci
Expression_quantitative_trait_loci
analysis, this field is also often referred to as Computational and Statistical Genetics/genomics. As such, computational genomics may be regarded as a subset
Computational_genomics
American statistician
statistician who contributed to statistical inference, foundations of statistics, statistical genetics, statistical psychology, and history of statistics
Allan_Birnbaum
Chinese-American biostatistician
biostatistician known for his contributions to survival analysis, statistical genetics, and infectious diseases. He is currently the Dennis Gillings Distinguished
Danyu_Lin
American geneticist
Alkes Long Price is an American statistical geneticist. He is Professor of Statistical Genetics in the Department of Epidemiology at the Harvard School
Alkes_Price
Portuguese researcher
Regeneron Genetics Center, and was chair of the Department of Biostatistics in the School of Public Health. He leads a group at the Center for Statistical Genetics
Gonçalo_Abecasis
Quantitative genetic model developed by Ronald Fisher in 1918
also known as the polygenic model, is a widely used statistical model in quantitative genetics and in genome-wide association studies. Originally developed
Infinitesimal_model
American-Chinese statistician & academic
Committee of Presidents of Statistical Societies in 2017 "for leadership and collaborative research in statistical genetics and bioinformatics; and for
Xihong_Lin
Plant geneticist
at Cornell University. His work focuses on both quantitative and statistical genetics in maize as well as other crops such as cassava. He originated the
Edward_Buckler
Statistical geneticist
Frank Dudbridge is Professor of Statistical Genetics in the Department of Health Sciences at the University of Leicester, where he has worked since 2016
Frank_Dudbridge
Model of genetic architecture of complex traits
investigated. The Omnigenic hypothesis has broad implications for the field of genetics, especially regarding the effectiveness of Genome-wide Association Studies
Omnigenic_model
American statistician
March 14, 2023) was an American expert in statistical genetics who worked as a professor of human genetics, biomathematics and biostatistics in the Fielding
Janet_Sinsheimer
Branch of animal science
Ames, Iowa: Iowa State Press Kempthorne, O (1957), Introduction to Statistic Genetics, John Wiley & Sons Van Vleck; L. D.; Searle; S. R. (1979), Variance
Animal_breeding
Mathematical formula used to calculate heritability in twin studies
correlations. Statistical models for heritability commonly include an error that will absorb phenotypic variation that cannot be described by genetics when analyzed
Falconer's_formula
Biological test for adaptive evolution
The McDonald–Kreitman test is a statistical test often used by evolutionary and population biologists to detect and measure the amount of adaptive evolution
McDonald–Kreitman_test
Swiss statistical geneticist
Jürg Ott is Emeritus Professor of statistical genetics at Rockefeller University, New York. In 2008, Ott received the Ming Tsuang Lifetime Achievement
Jürg_Ott
American geneticist
at McDonald's; he later discovered he had a natural interest in statistical genetics. He went on to receive his Ph.D. from the Columbia University Graduate
Joseph_Terwilliger
Filipino-American statistical geneticist
authored 160 peer-reviewed publications in human genetics, functional genomics, and statistical genetics. He was a co-chair of the Genome-Wide Association
Eric_R._Gamazon
British statistical geneticist (born 1973)
Alistair Tristram McVean (born February 1973) is a professor of statistical genetics at the University of Oxford, fellow of Linacre College, Oxford and
Gil_McVean
Canadian statistician
University for the period of 2007 to 2020. He has done research work on statistical genetics, finite mixture models, empirical likelihood, variable selection
Jiahua_Chen
In genetics, association mapping, also known as "linkage disequilibrium mapping", is a method of mapping quantitative trait loci (QTLs) that takes advantage
Association_mapping
Study of the inheritance of continuously variable traits
continuous distribution of phenotypic values, quantitative genetics must employ many other statistical methods (such as the effect size, the mean and the variance)
Quantitative_genetics
approaches have been long known, advances in recent decades in molecular genetics, development in efficient algorithms, and computing power have enabled
Family-based_QTL_mapping
This genetics article is a stub. You can help Wikipedia by adding missing information.
W-test
British polymath (1890–1962)
the foundations for modern statistical science" and "the single most important figure in 20th century statistics". In genetics, Fisher was the one to most
Ronald_Fisher
Measure of genetic diversity
In population genetics, the Watterson estimator is a method for describing the genetic diversity in a population. It was developed by Margaret Wu and G
Watterson_estimator
Australian statistical geneticist
David M. Evans is Professor of Statistical Genetics and Head of Genomic Medicine at the Diamantina Institute at the University of Queensland. He received
David_Evans_(geneticist)
Australian statistician (1948–2020)
Australian statistician, known for her research in biostatistics and statistical genetics, and for her work on the understanding of AIDS in Australia. She
Susan_R._Wilson
Statistical method for genetic variance component estimation
Genome-based restricted maximum likelihood (GREML) is a statistical method for heritability estimation in genetics, which quantifies the total additive contribution
Genome-wide complex trait analysis
Genome-wide_complex_trait_analysis
In statistical genetics, inclusive composite interval mapping (ICIM) has been proposed as an approach to QTL (quantitative trait locus) mapping for populations
Inclusive composite interval mapping
Inclusive_composite_interval_mapping
Maize laboratory technique
"Genetic design and statistical power of nested association mapping in maize". Genetics. 178 (1): 539–551. doi:10.1534/genetics.107.074245. PMC 2206100
Nested_association_mapping
Louisiana State University Medical School in New Orleans working on statistical genetics. Elston left LSU for Case Western Reserve University in Cleveland
Robert_C._Elston
Statistical test in population genetics
selection". Genetics. 155 (3): 1405–13. doi:10.1093/genetics/155.3.1405. PMC 1461156. PMID 10880498. Tajima F (November 1989). "Statistical method for
Fay_and_Wu's_H
Alongside experimental work, mathematicians developed the statistical framework of population genetics, bringing genetic explanations into the study of evolution
History_of_genetics
Academic journal
Statistical Applications in Genetics and Molecular Biology is a bimonthly peer-reviewed scientific journal covering the application of statistics to problems
Statistical Applications in Genetics and Molecular Biology
Statistical_Applications_in_Genetics_and_Molecular_Biology
Proportion of variance that two traits share due to genetic causes
In multivariate quantitative genetics, a genetic correlation (denoted r g {\displaystyle r_{g}} or r a {\displaystyle r_{a}} ) is the proportion of variance
Genetic_correlation
American geneticist
Biostatistics at UCSF. He specializes in statistical genetics, genetic epidemiology and population genetics. Risch received undergraduate training in
Neil_Risch
Indian population geneticist (1946–2018)
contributions include studies in human genetics, population genetics, genetic epidemiology, statistical genetics, and forensic genetics. Ranajit Chakraborty was born
Ranajit_Chakraborty
Statistical geneticist
Chung Tung Augustine Kong is a statistical geneticist who is Professor of Statistical Genetics at the University of Oxford's Nuffield Department of Medicine
Augustine_Kong
Statistical method used in genetic association studies
Genomic control (GC) is a statistical method that is used to control for the confounding effects of population stratification in genetic association studies
Genomic_control
Taiwanese-American statistician
(Chinese: 曾仲瑩) is a Taiwanese and American statistician specializing in statistical genetics. She is a professor of statistics at North Carolina State University
Jung-Ying_Tzeng
In quantitative genetics, QST is a statistic intended to measure the degree of genetic differentiation among populations with regard to a quantitative
QST_(genetics)
related organisms. Inclusive composite interval mapping Microsatellite (genetics) Molecular computational identification Molecular marker RAPD Sequence
Sequence-related amplified polymorphism
Sequence-related_amplified_polymorphism
Student
"Hardy-Weinberg Testing of a Single Homozygous Genotype". Genetics. 170 (3): 1439–1442. doi:10.1534/genetics.105.043190. PMC 1451168. PMID 15911570. "7.1.3.1.
Additive disequilibrium and z statistic
Additive_disequilibrium_and_z_statistic
Presence of undetected relatedness between subjects in genetic association studies
In population genetics, cryptic relatedness occurs when individuals in a genetic association study are more closely related to another population than
Cryptic_relatedness
David J.; Bishop, Martin; Cannings, Chris (2008-06-10). Handbook of Statistical Genetics. John Wiley & Sons. ISBN 978-0-470-99762-8. Elston, R. C., Stewart
Elston–Stewart_algorithm
Model of changes in a sequence over evolutionary time
phylogenetic methods and generate the null distribution for certain statistical tests in the fields of molecular evolution and molecular phylogenetics
Substitution_model
Canadian and Dutch sociologist
and books including two applied statistical textbooks in survival analysis and applied quantitative statistical genetics. Mills’ scientific work spans a
Melinda_Mills
applied statistical genetics. Mega is an acronym for Manipulation Environment for Genetic Analysis. The software allows the applied statistical geneticist
Mega2, the Manipulation Environment for Genetic Analysis
Mega2,_the_Manipulation_Environment_for_Genetic_Analysis
Research Institute at the University of Oxford
The Centre for Human Genetics (CHG) is a human genetics research centre of the Nuffield Department of Medicine at the Medical Sciences Division at the
Wellcome Centre for Human Genetics
Wellcome_Centre_for_Human_Genetics
Application of statistical techniques to biological systems
biological theories. Genetics studies, since its beginning, used statistical concepts to understand observed experimental results. Some genetics scientists even
Biostatistics
Hypothesis for alleles
Jacob Odeberg, Bengt Winblad and Caroline Graff, European Journal of Human Genetics (2008) 16, 202–208; doi:10.1038/sj.ejhg.5201946; published online 24 October
Common_disease-common_variant
population genetics Statistical geography Statistical graphics Statistical hypothesis testing Statistical independence Statistical inference Statistical interference
List_of_statistics_articles
Dutch behavior geneticist
professor in Statistical and Behavioral Genetics at the Anton de Kom University in Paramaribo, Suriname. She focuses on many aspects of genetics and behaviors
Frühling_Rijsdijk
Academic
Paul McKeigue is a professor of genetic epidemiology and statistical genetics at the University of Edinburgh, a post he assumed in 2007. He is a signatory
Paul_McKeigue
Study of the role of genetic factors in determining health and disease
factors. Genetic epidemiology seeks to derive a statistical and quantitative analysis of how genetics work in large groups. The use of the term Genetic
Genetic_epidemiology
Type of human genetic study conducted on twins
behavioral genetics and in related fields, from biology to psychology. Twin studies are part of the broader methodology used in behavior genetics, which uses
Twin_study
pedigrees ascertained through a lipid clinic". American Journal of Human Genetics. 43 (3): 311–21. PMC 1715383. PMID 3414686. Genetic epidemiology Genetic
Complex_segregation_analysis
Australian statistician
David Balding FAA is Professor of Statistical Genetics at the University of Melbourne, and Director of Melbourne Integrative Genomics (MIG), having previously
David_Balding
Genetics researcher
a behavioural genetics programme at the Institute of Psychiatry to complete his Ph.D. under Pak Sham. He developed the PLINK genetics software during
Shaun_Purcell
In population genetics an idealised population is one that can be described using a number of simplifying assumptions. Models of idealised populations
Idealised_population
Study of genetic-environment interactions influencing behaviour
Behavioural genetics, also referred to as behaviour genetics, is a field of scientific research that uses genetic methods to investigate the nature and
Behavioural_genetics
alleles in a population. Allelotype is important for the field of population genetics, particularly when studying complex or multifactorial disorders such as
Allelotype
Model in population genetics
In population genetics, the Balding–Nichols model is a statistical description of the allele frequencies in the components of a sub-divided population
Balding–Nichols_model
Statistical geneticist
Benjamin Michael Neale is a statistical geneticist with a specialty in psychiatric genetics. He is an institute member at the Broad Institute as well
Benjamin_Neale
Study of collection and analysis of data
or social problem, it is conventional to begin with a statistical population or a statistical model to be studied. Populations can be diverse groups
Statistics
American statistical geneticist
autism and cleft lip and palate. Trained in statistical genetics, she is interested in understanding the genetics of complex diseases and developing novel
Joan_Bailey-Wilson
Statistical model
measurement error (E). It is widely used in genetic epidemiology and behavioural genetics. The basic ACE model relies on several assumptions, including the absence
ACE_model
Study of inheritance as it occurs in human beings
classical genetics, cytogenetics, molecular genetics, biochemical genetics, genomics, population genetics, developmental genetics, clinical genetics, and genetic
Human_genetics
Biostatistician
biostatistician whose research involves clinical trials, change detection, and statistical genetics. She works as a mathematical statistician in the Office of Biostatistics
Dong-Yun_Kim
British eugenics laboratory
human genetics, based at University College London (UCL) in London, England. Reflective of his focus on quantitative analysis that led to statistical heredity
Galton_Laboratory
In population genetics, extinction probability is the chance of an inherited trait becoming extinct as a function of time t. If t = ∞ this may be the complement
Extinction_probability
American academic
approach to false discovery rates". Journal of the Royal Statistical Society, Series B (Statistical Methodology). 64 (3): 479–498. CiteSeerX 10.1.1.320.7131
John_D._Storey
1979) was one of the pioneers of eugenics and human genetics. Her early career as a statistical assistant to Karl Pearson (1857–1936) marked the beginning
Julia_Bell_(geneticist)
problems in statistical genetics, cancer pharmacology, and radiomics (e.g. cancer imaging). Crawford received his PhD from the Department of Statistical Science
Lorin_Crawford
American biostatistician
is a biostatistician whose research involves genomics, statistical genetics, and the statistical analysis of data from high-throughput sequencing. She
Christina_Kendziorski
STATISTICAL GENETICS
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STATISTICAL GENETICS