Elena Erosheva
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Russian statistician and social scientist
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Elena Eroshevamathematics Degrees
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Statistics
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Elena Eroshevaphilosophy Degrees
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Mathematics Philosophy
Elena Erosheva's Degrees
- PhD Statistics University of Washington
- Masters Statistics University of Washington
- Bachelors Mathematics Moscow State University
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Why Is Elena Erosheva Influential?
(Suggest an Edit or Addition)According to Wikipedia, Elena Aleksandrovna Erosheva is a Russian-American statistician and social scientist whose research applies Bayesian hierarchical modeling and latent variable models to problems in the social, behavioral, and health sciences. She is a professor at the University of Washington, appointed jointly in the Department of Statistics and the School of Social Work, and the director of the university's Center for Statistics and the Social Sciences.
Elena Erosheva's Published Works
Published Works
- Mixed-membership models of scientific publications (2004) (526)
- Physical and mental health of transgender older adults: an at-risk and underserved population. (2013) (356)
- The Aging and Health Report: Disparities and Resilience Among Lesbian, Gay, Bisexual, and Transgender Older Adults (2011) (351)
- The physical and mental health of lesbian, gay male, and bisexual (LGB) older adults: the role of key health indicators and risk and protective factors. (2012) (334)
- MOTHERHOOD AND CRIMINAL DESISTANCE IN DISADVANTAGED NEIGHBORHOODS (2010) (181)
- DESCRIBING DISABILITY THROUGH INDIVIDUAL-LEVEL MIXTURE MODELS FOR MULTIVARIATE BINARY DATA. (2007) (141)
- Grade of membership and latent structure models with application to disability survey data (2002) (75)
- Social Networks of Lesbian, Gay, Bisexual, and Transgender Older Adults (2016) (71)
- Use of spoken and written Japanese did not protect Japanese-American men from cognitive decline in late life. (2010) (62)
- Bayesian Mixed Membership Models for Soft Clustering and Classification (2004) (56)
- Comparing Latent Structures of the Grade of Membership, Rasch, and Latent Class Models (2005) (56)
- Breaking Bad: Two Decades of Life-Course Data Analysis in Criminology, Developmental Psychology, and Beyond (2014) (54)
- NIH peer review: Criterion scores completely account for racial disparities in overall impact scores (2020) (51)
- CSF biomarker associations with change in hippocampal volume and precuneus thickness: implications for the Alzheimer’s pathological cascade (2012) (47)
- Handbook of Mixed Membership Models and Their Applications (2014) (46)
- Self-Rated Health among Foreign- and U.S.-Born Asian Americans: A Test of Comparability (2007) (43)
- Reconceptualizing the classification of PNAS articles (2010) (35)
- Introduction to Mixed Membership Models and Methods (2014) (30)
- A semiparametric approach to mixed outcome latent variable models: Estimating the association between cognition and regional brain volumes (2013) (29)
- Partial Membership Models with Application to Disability Survey Data (2003) (27)
- Alternative statistical models and representations for large sparse multi-dimensional contingency tables (∗) (2002) (22)
- Modeling Criminal Careers as Departures From a Unimodal Population Age–Crime Curve: The Case of Marijuana Use (2012) (21)
- Dealing with rotational invariance in Bayesian conrmatory factor analysis (2013) (20)
- Physiotherapeutic interventions in multiple sclerosis across Europe: Regions and other factors that matter. (2018) (20)
- Dealing with Reflection Invariance in Bayesian Factor Analysis (2017) (16)
- On the use of bootstrap with variational inference: Theory, interpretation, and a two-sample test example (2017) (16)
- Latent class representation of the Grade of Membership model (2006) (13)
- A Mixed Membership Approach to the Assessment of Political Ideology from Survey Responses (2014) (13)
- Characterizing the Diurnal Rhythm of DHEA (2002) (12)
- When zero may not be zero: A cautionary note on the use of inter‐rater reliability in evaluating grant peer review (2021) (11)
- Gender-based homophily in collaborations across a heterogeneous scholarly landscape (2019) (11)
- Disparities in ratings of internal and external applicants: A case for model-based inter-rater reliability (2018) (11)
- Jordan Boyd-Graber, David Mimno, and David Newman. Care and Feeding of Topic Models: Problems, Diagnostics, and Improvements. Handbook of Mixed Membership Models and Their Applications, 2014. (2014) (10)
- A Variational EM Method for Mixed Membership Models with Multivariate Rank Data: an Analysis of Public Policy Preferences (2015) (9)
- A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review (2022) (8)
- Estimating the number of modes in multimode waveguide propagation environment (2011) (8)
- 2 A Tale of Two ( Types of ) Memberships : Comparing Mixed and Partial Membership with a Continuous Data Example (2014) (6)
- IAN FOSTER, RAYID GHANI, RON S. JARMIN, FRAUKE KREUTER, JULIA LANE. Big Data and Social Science: A Practical Guide to Methods and Tools. Boca Raton: CRC Press. (2018) (5)
- A Tale of Two (Types Of) Memberships (2014) (5)
- Latent Class Analysis: Insights about design and analysis of schistosomiasis diagnostic studies. (2021) (4)
- Co-clustering of Time-Dependent Data via the Shape Invariant Model (2021) (4)
- Discussion on the paper by Brooks, Giudici and Roberts (2003) (4)
- Mixed Membership Models (2011) (3)
- CSF biomarker associations with change in hippocampal volume and precuneus thickness: implications for the Alzheimer’s pathological cascade (2012) (3)
- Fitting Mixed Membership Models using mixedMem (2015) (3)
- Alternative grant models might perpetuate Black–White funding gaps (2020) (3)
- Tools for Discrete Multivariate Mixed Membership Models (2015) (3)
- An Analysis of Development of Dementia through the Extended Trajectory Grade of Membership Model (2014) (3)
- Disclosure Limitation Methods Based on Bounds for Large Contingency Tables With Applications to Disability (2003) (3)
- Using group‐based latent class transition models to analyze chronic disability data from the National Long‐Term Care Survey 1984–2004 (2013) (2)
- Towards a Restructuring of the National Long Term Care Survey: A Longitudinal Perspective (2006) (2)
- Estimating Diagnostic Error without a Gold Standard (2014) (2)
- On the relationship between set-based and network-based measures of gender homophily in scholarly publications (2016) (2)
- Dimension-Grouped Mixed Membership Models for Multivariate Categorical Data (2021) (2)
- 477. Characterizing the diurnal rhythm of DHEA and effects of an oral dose of alprazolam (2000) (2)
- Issues in survey measurement of chronic disability: An example of the National Long Term Care Survey. (2010) (1)
- Partial-mastery cognitive diagnosis models (2021) (1)
- Bayesian Mixed Membership Models for Soft Classification 1 (2004) (1)
- A new approach to peer review assessments: Score, then rank (2022) (1)
- Estimating Diagnostic Error without a Gold Standard : A Mixed Membership Approach (2014) (1)
- A SIMULATION-BASED FRAMEWORK FOR ASSESSING THE FEASIBILITY OF RESPONDENT-DRIVEN SAMPLING FOR ESTIMATING CHARACTERISTICS IN POPULATIONS OF LESBIAN, GAY AND BISEXUAL OLDER ADULTS. (2018) (1)
- Will the Market Bear Your Asking Price? (2005) (1)
- A Variational EM Method for Mixed Membership Models for Rank Data: an Analysis of Public Policy Preferences (2015) (1)
- On the validity of bootstrap uncertainty estimates in the Mallows-Binomial model (2022) (1)
- A Bayesian approach for clustering and exact finite-sample model selection in longitudinal data mixtures (2020) (1)
- Interpretability Constraints and Trade-offs in Using Mixed Membership Models (2014) (1)
- Index of authors, volume 65, 2003 (2003) (0)
- Will the market bear your asking price ? 1 (2005) (0)
- Interpreting Mixed Membership Models : Implications of Erosheva ’ s Representation Theorem (2018) (0)
- Refinement: Measuring informativeness of ratings in the absence of a gold standard. (2022) (0)
- Anti-SARS-CoV-2 seroprevalence in King County, WA—Cross-sectional survey, August 2020 (2022) (0)
- Overlapping clustering methods for networks (2019) (0)
- Editorial: Data Science Meets Social Sciences (2022) (0)
- P2-227 Accounting for measurement precision in a simulated longitudinal study of cognitive functioning dramatically improved the accuracy of estimates of the rate of change (2006) (0)
- Modeling Preferences: A Bayesian Mixture of Finite Mixtures for Rankings and Ratings (2023) (0)
- Tools for Discrete Multivariate Mixed Membership Models [R package mixedMem version 1.1.2] (2020) (0)
- Dealing with Reflection Invariance in Bayesian Factor Analysis (2017) (0)
- Co-clustering of Time-Dependent Data via the Shape Invariant Model (2021) (0)
- P4-119: Self-reported use of written Japanese in midlife was not protective for late-life cognitive decline: The Honolulu - Asia Aging Study (2008) (0)
- 1 Introduction to Mixed Membership Models and Methods (2014) (0)
- JSSAM Special Issue on Disability Measurement and Analysis: Preface (2021) (0)
- Care and Feeding of Topic Models: Problems, Diagnostics, and Improvements (2020) (0)
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