Francesca Chiaromonte
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Italian statistician
Francesca Chiaromonte's AcademicInfluence.com Rankings
Francesca Chiaromontemathematics Degrees
Mathematics
#7595
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#10297
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Applied Mathematics
#459
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#491
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Statistics
#921
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#1015
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Measure Theory
#3652
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#4309
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Mathematics
Francesca Chiaromonte's Degrees
- PhD Statistics University of Milan
- Masters Statistics University of Milan
- Bachelors Statistics University of Milan
Why Is Francesca Chiaromonte Influential?
(Suggest an Edit or Addition)According to Wikipedia, Francesca Chiaromonte is an Italian statistician known for her work on statistical genetics and dimensionality reduction. She works at Pennsylvania State University as the Dorothy Foehr Huck and J. Lloyd Huck Chair in Statistics for the Life Sciences, professor of statistics, and director of the Genome Sciences Institute, and in the Institute of Economics of the Sant'Anna School of Advanced Studies in Italy as the scientific coordinator for Economics and Management in the era of Data Science.
Francesca Chiaromonte's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Initial sequencing and comparative analysis of the mouse genome. (2002) (4609)
- Sequence and comparative analysis of the chicken genome provide unique perspectives on vertebrate evolution (2004) (2417)
- Genome sequence of the Brown Norway rat yields insights into mammalian evolution (2004) (2053)
- Complete Khoisan and Bantu genomes from southern Africa (2010) (448)
- Covariation in frequencies of substitution, deletion, transposition, and recombination during eutherian evolution. (2003) (298)
- Qualitative network models and genome-wide expression data define carbon/nitrogen-responsive molecular machines in Arabidopsis (2007) (294)
- Contour regression: A general approach to dimension reduction (2005) (293)
- The genome-wide determinants of human and chimpanzee microsatellite evolution. (2007) (244)
- Evaluation of regulatory potential and conservation scores for detecting cis-regulatory modules in aligned mammalian genome sequences. (2005) (235)
- Erythroid GATA1 function revealed by genome-wide analysis of transcription factor occupancy, histone modifications, and mRNA expression. (2009) (222)
- Scoring Pairwise Genomic Sequence Alignments (2001) (216)
- Maternal age effect and severe germ-line bottleneck in the inheritance of human mitochondrial DNA (2014) (192)
- ENVELOPE MODELS FOR PARSIMONIOUS AND EFFICIENT MULTIVARIATE LINEAR REGRESSION (2010) (153)
- Distinguishing regulatory DNA from neutral sites. (2003) (151)
- Computational pan-genomics: status, promises and challenges (2016) (145)
- ESPERR: learning strong and weak signals in genomic sequence alignments to identify functional elements. (2006) (143)
- A genome-wide analysis of common fragile sites: What features determine chromosomal instability in the human genome? (2012) (140)
- Evidence for sharp increase in the economic damages of extreme natural disasters (2019) (139)
- Regulatory potential scores from genome-wide three-way alignments of human, mouse, and rat. (2004) (133)
- Dynamics of the epigenetic landscape during erythroid differentiation after GATA1 restoration. (2011) (125)
- What Is a Microsatellite: A Computational and Experimental Definition Based upon Repeat Mutational Behavior at A/T and GT/AC Repeats (2010) (119)
- Heterogeneity, competition, and macroeconomic dynamics (1993) (114)
- Strong and weak male mutation bias at different sites in the primate genomes: insights from the human-chimpanzee comparison. (2006) (97)
- Dimension reduction in regression without matrix inversion (2007) (91)
- Dimension reduction for the conditional mean in regressions with categorical predictors (2003) (90)
- Dimension reduction strategies for analyzing global gene expression data with a response. (2002) (90)
- Finding cis-regulatory elements using comparative genomics: some lessons from ENCODE data. (2007) (88)
- Genomic Environment Predicts Expression Patterns on the Human Inactive X Chromosome (2006) (87)
- Patterns of insertions and their covariation with substitutions in the rat, mouse, and human genomes. (2004) (84)
- Windshield splatter analysis with the Galaxy metagenomic pipeline. (2009) (78)
- The share of human genomic DNA under selection estimated from human-mouse genomic alignments. (2003) (77)
- A general theory for nonlinear sufficient dimension reduction: Formulation and estimation (2013) (72)
- Gene length and proximity to neighbors affect genome-wide expression levels. (2003) (72)
- A matter of life or death: how microsatellites emerge in and vanish from the human genome. (2011) (71)
- Experimental validation of predicted mammalian erythroid cis-regulatory modules. (2006) (69)
- A Macaque's-Eye View of Human Insertions and Deletions: Differences in Mechanisms (2007) (67)
- Distinct Mutational Behaviors Differentiate Short Tandem Repeats from Microsatellites in the Human Genome (2012) (62)
- Insertions and deletions are male biased too: a whole-genome analysis in rodents. (2004) (61)
- Human-macaque comparisons illuminate variation in neutral substitution rates (2008) (58)
- Give more data, awareness and control to individual citizens, and they will help COVID-19 containment (2020) (50)
- The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy (2020) (48)
- Age-related accumulation of de novo mitochondrial mutations in mammalian oocytes and somatic tissues (2020) (47)
- Association between divergence and interspersed repeats in mammalian noncoding genomic DNA (2001) (45)
- Integration and Fixation Preferences of Human and Mouse Endogenous Retroviruses Uncovered with Functional Data Analysis (2016) (43)
- Non-B DNA: a major contributor to small- and large-scale variation in nucleotide substitution frequencies across the genome (2021) (41)
- A genome-wide view of mutation rate co-variation using multivariate analyses (2011) (40)
- Long-read sequencing technology indicates genome-wide effects of non-B DNA on polymerization speed and error rate (2018) (38)
- Rescuing Alu: Recovery of New Inserts Shows LINE-1 Preserves Alu Activity through A-Tail Expansion (2012) (36)
- Primary sequence and epigenetic determinants of in vivo occupancy of genomic DNA by GATA1 (2009) (35)
- Transcriptional enhancement by GATA1-occupied DNA segments is strongly associated with evolutionary constraint on the binding site motif. (2008) (35)
- Child Weight Gain Trajectories Linked To Oral Microbiota Composition (2018) (35)
- Sufficient Dimension Reduction and Graphics in Regression (2002) (34)
- Evaluation of Operational Model Cyclone Structure Forecasts during Extratropical Transition (2006) (32)
- Ride the wavelet: A multiscale analysis of genomic contexts flanking small insertions and deletions. (2009) (31)
- Characterization of Extratropical Transition Using Cluster Analysis (2004) (31)
- Segmenting the human genome based on states of neutral genetic divergence (2013) (23)
- High Satellite Repeat Turnover in Great Apes Studied with Short- and Long-Read Technologies (2018) (23)
- Innovative Learning and Institutions in the Process of Development: On the Microfoundation of Growth Regimes (1993) (20)
- Genomic landscape of human, bat, and ex vivo DNA transposon integrations. (2014) (20)
- The shapes of an epidemic: using Functional Data Analysis to characterize COVID-19 in Italy (2020) (19)
- An attraction–repulsion point process model for respiratory syncytial virus infections (2014) (19)
- Complete Khoisan and Bantu genomes from southern (2010) (17)
- Multivariate Statistical Analyses Demonstrate Unique Host Immune Responses to Single and Dual Lentiviral Infection (2009) (15)
- Functional data analysis for computational biology (2019) (14)
- Novel Metrics for Evaluation of Ensemble Forecasts of Tropical Cyclone Structure (2009) (12)
- Functional data analysis characterizes the shapes of the first COVID-19 epidemic wave in Italy (2021) (12)
- Augmenting the bootstrap to analyze high dimensional genomic data (2008) (11)
- Selection and thermostability suggest G-quadruplexes are novel functional elements of the human genome (2021) (10)
- MIP-BOOST: Efficient and Effective L 0 Feature Selection for Linear Regression (2018) (10)
- Automated and Distributed Statistical Analysis of Economic Agent-Based Models (2021) (10)
- Global predictions and tests of erythroid regulatory regions. (2003) (10)
- The genome-wide determinants of microsatellite evolution (2008) (9)
- IWTomics: testing high‐resolution sequence‐based ‘Omics' data at multiple locations and scales (2018) (9)
- Natural Disaster Risk and the Distributional Dynamics of Damages (2018) (8)
- Learning the properties of adaptive regions with functional data analysis (2019) (7)
- Simultaneous feature selection and outlier detection with optimality guarantees (2020) (7)
- Mixture-Based Path Clustering for Synthesis of ECMWF Ensemble Forecasts of Tropical Cyclone Evolution (2016) (7)
- Probabilistic K-means with local alignment for clustering and motif discovery in functional data (2018) (7)
- Efficient and Effective $L_0$ Feature Selection (2018) (6)
- Knowledge and social relatedness shape research portfolio diversification (2020) (6)
- Advanced age increases frequencies of de novo mitochondrial mutations in macaque oocytes and somatic tissues (2022) (6)
- Support vector machines categorize the scaling of human grip configurations (2007) (6)
- Structured Ordinary Least Squares: A Sufficient Dimension Reduction approach for regressions with partitioned predictors and heterogeneous units (2017) (5)
- Covariate Information Number for Feature Screening in Ultrahigh-Dimensional Supervised Problems (2020) (5)
- Metabolomic profiling of stool of two‐year old children from the INSIGHT study reveals links between butyrate and child weight outcomes (2021) (5)
- On the bias of H-scores for comparing biclusters, and how to correct it (2019) (4)
- Modeling a Decentralized Asset Market: An Introduction the Financial "Toy Room" (1998) (4)
- A Robust Estimation Approach for Mean-Shift and Variance-Inflation Outliers (2021) (4)
- An Efficient Semi-smooth Newton Augmented Lagrangian Method for Elastic Net (2020) (4)
- A Reduction Paradigm for Multivariate Laws (1997) (4)
- Exploratory Spatial Analysis of in vitro Respiratory Syncytial Virus Co-infections (2010) (4)
- On Multivariate Structures and Exhaustive Reductions (1998) (4)
- A Speculative Centralized Asset Market with Adaptive Heterogenous Agents (1999) (4)
- High inter- and intraspecific turnover of satellite repeats in great apes (2018) (4)
- An explainable model of host genetic interactions linked to COVID-19 severity (2021) (3)
- Rejoinder on: Augmenting the bootstrap to analyze high dimensional genomic data (2008) (3)
- Human L1 Transposition Dynamics Unraveled with Functional Data Analysis. (2020) (3)
- Robust Variable Selection with Optimality Guarantees for High-Dimensional Logistic Regression (2021) (2)
- Polygenic risk score based on weight gain trajectories is predictive of childhood obesity (2019) (2)
- Linear Contour Learning: A Method for Supervised Dimension Reduction (2004) (2)
- Constructing a polygenic risk score for childhood obesity using functional data analysis (2021) (2)
- Some lessons from ENCODE data-regulatory elements using comparative genomics : cisFinding data (2007) (2)
- Using Statistics to Shed Light on the Dynamics of the Human Genome: A Review (2015) (2)
- Distinct mutational behaviors distinguish short tandem repeats from microsatellites in the human genome (2012) (2)
- Honey bee colony loss linked to parasites, pesticides and extreme weather across the United States (2022) (2)
- Error correction and statistical analyses for intra-host comparisons of feline immunodeficiency virus diversity from high-throughput sequencing data (2015) (2)
- Distinct sequencing success at non-B-DNA motifs (2022) (2)
- Covariance‐based low‐dimensional registration for function‐on‐function regression (2021) (1)
- determine chromosomal instability in the human genome ? A genome-wide analysis of common fragile sites : What features Material Supplemental (2012) (1)
- 1 Dynamics of the Epigenetic Landscape During Erythroid Differentiation after GATA 1 Restoration Running head : Chromatin state profiles precede gene regulation (2011) (1)
- Some Preliminary Experiments with the Financial "Toy-Room" (1998) (1)
- Non-B DNA affects polymerization speed and error rate in sequencers and living cells (2017) (1)
- Corrigendum: A genome-wide analysis of common fragile sites: What features determine chromosomal instability in the human genome? (2016) (1)
- Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies (2021) (1)
- Process Mining Meets Statistical Model Checking: Towards a Novel Approach to Model Validation and Enhancement (2022) (1)
- Reply to Geiger and Stomper: On capital intensity and observed increases in the economic damages of extreme natural disasters (2020) (1)
- Doubly Robust Feature Selection with Mean and Variance Outlier Detection and Oracle Properties (2021) (1)
- A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression (2021) (1)
- Composite Likelihood Inference in a Discrete Latent Variable Model for Two-Way “Clustering-by-Segmentation” Problems (2015) (1)
- Infant Weight Gain Trajectories Linked to Oral Microbiome Composition (2017) (1)
- Functional data analysis of omics data: how does the genomic landscape influence integration and fixation of endogenous retroviruses? (2017) (0)
- Epsilon Consistent Mixup: Structural regularization with an adaptive consistency‐interpolation trade‐off (2021) (0)
- Statistics 462, Applied Regression Analysis, Spring 2010 (2010) (0)
- Epsilon Consistent Mixup: An Adaptive Consistency-Interpolation Tradeoff (2021) (0)
- On the Impact of Serial Dependence on Penalized Regression Methods (2022) (0)
- Error correction and statistical analyses for intra-host comparisons of feline immunodeficiency virus diversity from high-throughput sequencing data (2015) (0)
- smoothEM: a new approach for the simultaneous assessment of smooth patterns and spikes (2022) (0)
- Child Weight Gain Trajectories Linked To Oral Microbiota Composition (2018) (0)
- Common fragile sites, microsatellites and genome dynamics: old and new statistics for human genomic data. (2013) (0)
- FAStEN: an efficient adaptive method for feature selection and estimation in high-dimensional functional regressions (2023) (0)
- 172. Child Weight Gain Trajectories Associated With Oral Microbiota Composition (2019) (0)
- Composite likelihood inference for a class of latent variable models for two factor clustering (2013) (0)
- Venture capital investments through the lens of network and functional data analysis (2022) (0)
- Venture capital investments through the lens of network and functional data analysis (2022) (0)
- IR-98-080 / September 1998 On Multivariate Structures and Exhaustive Reductions (1998) (0)
- Towards Novel Statistical Methods for Anomaly Detection in Industrial Processes (2023) (0)
- differentiation after GATA 1 restoration Dynamics of the epigenetic landscape during erythroid Material (2011) (0)
- motif sitestrongly associated with evolutionary constraint on the binding Transcriptional enhancement by GATA 1-occupied DNA segments is Material Supplemental (2008) (0)
- Publisher Correction: Honey bee colony loss linked to parasites, pesticides and extreme weather across the United States (2023) (0)
- Validation of predicted erythroid cis-regulatory modules (2007) (0)
- Using IWTomics to detect genomic features that discriminate between di erent groups of regions (2017) (0)
- Genome analysis Functional data analysis for computational biology (2019) (0)
- Transposon insertion sequencing analysis in Galaxy (2019) (0)
- Phase space-based evaluation of numerical forecasts of cyclone structure evolution (2006) (0)
- ¿e Pennsylvania State University ¿e Graduate School LEARNING SIGNALS IN GENOMIC SEQUENCE ALIGNMENTS FOR IDENTIFICATIONOF FUNCTIONAL ELEMENTS (2006) (0)
- microsatellite evolution The genome-wide determinants of human and chimpanzee Material Supplemental (2007) (0)
- Results of Classification When Only (GATA)n Was Used (2006) (0)
- MultiVeStA: Statistical Analysis of Economic Agent-Based Models by Statistical Model Checking (2021) (0)
- 49Comparative genomics to find function in noncoding DNA (2007) (0)
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What Schools Are Affiliated With Francesca Chiaromonte?
Francesca Chiaromonte is affiliated with the following schools:
