Richardson, Sylvia

1. PReMiuM: An R Package for Profile Regression Mixture Models using\n Dirichlet Processes
   2013/03/12 by Silvia Liverani, David I. Hastie, Liverani, Silvia +7 · 6 citations
   Computer Science · #Bayesian Methods and Mixture Models
2. Bayesian profile regression for clustering analysis involving a longitudinal response and explanatory variables
   2021/11/08 by Anaïs Rouanet, Rouanet, Anaïs, Rob Johnson +11 · 3 citations
   Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Applications (stat.AP) #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Fermentation and Sensory Analysis #Gene expression and cancer classification #Methodology (stat.ME)
3. A large-scale and PCR-referenced vocal audio dataset for COVID-19
   2022/12/15 by Jobie Budd, Budd, Jobie, Kieran Baker +49 · 2 citations
   Medicine · #Audio and Speech Processing (eess.AS) #COVID-19 diagnosis using AI #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Phonocardiography and Auscultation Techniques #Respiratory and Cough-Related Research #Sound (cs.SD) #electronic engineering #information engineering
4. Sampling from Dirichlet process mixture models with unknown concentration parameter: Mixing issues in large data implementations
   2013/04/05 by David I. Hastie, Hastie, David I., Silvia Liverani +3 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Methods and Bayesian Inference #Markov Chains and Monte Carlo Methods
5. Bayesian regression discontinuity designs: Incorporating clinical\n knowledge in the causal analysis of primary care data
   2014/03/07 by Sara Geneletti, Geneletti, Sara, Aidan G. O’Keeffe +7 · 1 citation
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods in Clinical Trials
6. Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers
   2022/12/15 by Harry Coppock, Coppock, Harry, The Alan Turing Institute +49 · 2 citations
   Medicine · Computer Science · #COVID-19 diagnosis using AI #Music and Audio Processing #Phonocardiography and Auscultation Techniques
7. Scalable Multiple Network Inference with the Joint Graphical Horseshoe
   2022/06/23 by Lingjærde, Camilla, Fairfax, Benjamin P., Richardson, Sylvia +1 · 2 citations
   #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
8. A global-local approach for detecting hotspots in multiple-response\n regression
   2018/11/08 by Hélène Ruffieux, Ruffieux, Hélène, A. C. Davison +11 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Applications (stat.AP) #FOS: Computer and information sciences #Gene expression and cancer classification #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock
9. High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking
   2018/07/27 by Fan Wang, Wang, Fan, Sach Mukherjee +5 · 1 citation
   Mathematics · Computer Science · #Statistical Methods and Inference #Advanced Statistical Methods and Models #Gaussian Processes and Bayesian Inference
10. Exploring the big data paradox for various estimands using vaccination data from the global COVID-19 Trends and Impact Survey (CTIS)
    2023/06/26 by Yang, Youqi, Dempsey, Walter, Han, Peisong +4 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences
11. Efficient Bayesian functional principal component analysis of irregularly-observed multivariate curves
    2023/11/09 by Nolan, Tui, Richardson, Sylvia, Ruffieux, Hélène · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
12. StabJGL: a stability approach to sparsity and similarity selection in multiple network reconstruction
    2023/06/05 by Camilla Lingjærde, Lingjærde, Camilla, Sylvia Richardson +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Gene expression and cancer classification #Methodology (stat.ME)