Matthew Logan Reimherr

    • 316 Citations
    • 9 h-Index
    20092019
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    Research Output 2009 2019

    • 316 Citations
    • 9 h-Index
    • 27 Article
    • 3 Comment/debate
    • 1 Conference contribution
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    Article
    2019
    1 Citation (Scopus)

    Functional data analysis for computational biology

    Cremona, M., Xu, H., Makova, K. D., Reimherr, M. L., Chiaromonte, F. & Madrigal, P., Sep 1 2019, In : Bioinformatics. 35, 17, p. 3211-3213 3 p.

    Research output: Contribution to journalArticle

    Functional Data Analysis
    Computational Biology
    Bioinformatics

    Scalar-on-function regression for predicting distal outcomes from intensively gathered longitudinal data: Interpretability for applied scientists

    Dziak, J. J., Coffman, D. L., Reimherr, M., Petrovich, J., Li, R., Shiffman, S. & Shiyko, M. P., Jan 1 2019, In : Statistics Surveys. 13, p. 150-180 31 p.

    Research output: Contribution to journalArticle

    Open Access
    Smoking
    Interpretability
    Regression Function
    Longitudinal Data
    Scalar
    2018
    2 Citations (Scopus)
    Confidence Bands
    Confidence Region
    Geometric Approach
    Coverage
    Functional Data Analysis
    5 Citations (Scopus)

    Child Weight Gain Trajectories Linked To Oral Microbiota Composition

    Craig, S., Blankenberg, D., Parodi, A. C. L., Paul, I., Birch, L. L., Williams, J. S., Marini, M. E., Stokes, J. L., Nekrutenko, A., Reimherr, M. L., Chiaromonte, F. & Makova, K. D., Dec 1 2018, In : Scientific reports. 8, 1, 14030.

    Research output: Contribution to journalArticle

    Microbiota
    Weight Gain
    Growth
    Bacteroidetes
    Diet
    9 Citations (Scopus)

    Coherent synthesis of genomic associations with phenotypes and home environments

    Lasky, J. R., Forester, B. R. & Reimherr, M., Jan 2018, In : Molecular Ecology Resources. 18, 1, p. 91-106 16 p.

    Research output: Contribution to journalArticle

    local adaptation
    phenotype
    genomics
    fitness
    Genotype
    2 Citations (Scopus)

    Dynamic functional regression with application to the cross-section of returns

    Kokoszka, P., Miao, H., Reimherr, M. & Taoufik, B., Jun 1 2018, In : Journal of Financial Econometrics. 16, 3, p. 461-485 25 p.

    Research output: Contribution to journalArticle

    Risk factors
    Cross section
    Factors
    Asymptotic theory
    Coefficients

    Optimal prediction for additive function-on-function regression

    Reimherr, M., Sriperumbudur, B. & Taoufik, B., Jan 1 2018, In : Electronic Journal of Statistics. 12, 2, p. 4571-4601 31 p.

    Research output: Contribution to journalArticle

    Open Access
    Optimal Prediction
    Functional Data
    Additive Function
    Regression Function
    Nonlinear Model

    Simultaneous variable selection and smoothing for high-dimensional function-on-scalar regression

    Parodi, A. & Reimherr, M., Jan 1 2018, In : Electronic Journal of Statistics. 12, 2, p. 4602-4639 38 p.

    Research output: Contribution to journalArticle

    Open Access
    Variable Selection
    Smoothing
    Predictors
    High-dimensional
    Regression

    Testing Separability of Functional Time Series

    Constantinou, P., Kokoszka, P. & Reimherr, M., Sep 2018, In : Journal of Time Series Analysis. 39, 5, p. 731-747 17 p.

    Research output: Contribution to journalArticle

    Separability
    Computational efficiency
    Time series
    Pollution
    Testing
    2017
    2 Citations (Scopus)

    Asymptotic properties of principal component projections with repeated eigenvalues

    Petrovich, J. & Reimherr, M. L., Nov 1 2017, In : Statistics and Probability Letters. 130, p. 42-48 7 p.

    Research output: Contribution to journalArticle

    Principal Components
    Asymptotic Normality
    Asymptotic Properties
    Projection
    Eigenvalue
    7 Citations (Scopus)

    Detection of change in the spatiotemporal mean function

    Gromenko, O., Kokoszka, P. & Reimherr, M., Jan 1 2017, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 79, 1, p. 29-50 22 p.

    Research output: Contribution to journalArticle

    Annual
    Functional Data Analysis
    Spatial Dependence
    Cumulative Sum
    Methodology
    3 Citations (Scopus)

    High-dimensional adaptive function-on-scalar regression

    Fan, Z. & Reimherr, M., Jan 1 2017, In : Econometrics and Statistics. 1, p. 167-183 17 p.

    Research output: Contribution to journalArticle

    High-dimensional
    Regression
    Scalar
    Predictors
    Functional Data
    6 Citations (Scopus)

    Testing separability of space-time functional processes

    Constantinou, P., Kokoszka, P. & Reimherr, M., Jun 1 2017, In : Biometrika. 104, 2, p. 425-437 13 p.

    Research output: Contribution to journalArticle

    Separability
    Maximum likelihood
    Space-time
    Specifications
    Monte Carlo Method
    6 Citations (Scopus)

    The function-on-scalar LASSO with applications to longitudinal GWAS

    Barber, R. F., Reimherr, M. & Schill, T., Jan 1 2017, In : Electronic Journal of Statistics. 11, 1, p. 1351-1389 39 p.

    Research output: Contribution to journalArticle

    Predictors
    Scalar
    Functional Data
    Methodology
    Blood Pressure
    2016
    1 Citation (Scopus)

    A randomness test for functional panels

    Kokoszka, P., Reimherr, M. L. & Wölfing, N., Oct 1 2016, In : Journal of Multivariate Analysis. 151, p. 37-53 17 p.

    Research output: Contribution to journalArticle

    Randomness
    Time series
    Projection
    Climatology
    High-frequency Data
    7 Citations (Scopus)

    Estimating Variance Components in Functional Linear Models With Applications to Genetic Heritability

    Reimherr, M. & Nicolae, D., Jan 2 2016, In : Journal of the American Statistical Association. 111, 513, p. 407-422 16 p.

    Research output: Contribution to journalArticle

    Functional Linear Model
    Heritability
    Variance Components
    Longitudinal Study
    Phenotype
    10 Citations (Scopus)

    Feature screening for time-varying coefficient models with ultrahigh-dimensional longitudinal data

    Chu, W., Li, R. & Reimherr, M., Jun 2016, In : Annals of Applied Statistics. 10, 2, p. 596-617 22 p.

    Research output: Contribution to journalArticle

    Time-varying Coefficients
    Varying Coefficient Model
    Longitudinal Data
    Project management
    Screening
    2015
    5 Citations (Scopus)

    Functional regression with repeated eigenvalues

    Reimherr, M. L., Dec 1 2015, In : Statistics and Probability Letters. 107, p. 62-70 9 p.

    Research output: Contribution to journalArticle

    Functional Linear Model
    Sample space
    Dependence Structure
    Principal Components
    Convergence Rate
    2014
    19 Citations (Scopus)

    A functional data analysis approach for genetic association studies

    Reimherr, M. & Nicolae, D., Mar 2014, In : Annals of Applied Statistics. 8, 1, p. 406-429 24 p.

    Research output: Contribution to journalArticle

    Genetic Association
    Functional Data Analysis
    Asthma
    Association reactions
    Genes
    2013
    15 Citations (Scopus)

    Asymptotic normality of the principal components of functional time series

    Kokoszka, P. & Reimherr, M. L., Feb 11 2013, In : Stochastic Processes and their Applications. 123, 5, p. 1546-1562 17 p.

    Research output: Contribution to journalArticle

    Principal Components
    Asymptotic Normality
    Covariance Operator
    Time series
    Functional Model
    17 Citations (Scopus)

    Determining the order of the functional autoregressive model

    Kokoszka, P. & Reimherr, M., Jan 1 2013, In : Journal of Time Series Analysis. 34, 1, p. 116-129 14 p.

    Research output: Contribution to journalArticle

    Functional Model
    Autoregressive Model
    Time series
    Functional Linear Model
    Chi-square Distribution
    11 Citations (Scopus)

    On quantifying dependence: A framework for developing interpretable measures

    Reimherr, M. & Nicolae, D. L., Feb 1 2013, In : Statistical Science. 28, 1, p. 116-130 15 p.

    Research output: Contribution to journalArticle

    Measures of Dependence
    Interpretability
    Quantification
    Axioms
    Inclusion-exclusion
    13 Citations (Scopus)

    Predictability of shapes of intraday price curves

    Kokoszka, P. & Reimherr, M., Oct 1 2013, In : Econometrics Journal. 16, 3, p. 285-308 24 p.

    Research output: Contribution to journalArticle

    Predictability
    Empirical study
    Simulation
    Test statistic
    Asymptotic properties
    2011
    6 Citations (Scopus)

    You've Gotta Be Lucky: Coverage and the elusive gene-gene interaction

    Reimherr, M. & Nicolae, D. L., Jan 1 2011, In : Annals of Human Genetics. 75, 1, p. 105-111 7 p.

    Research output: Contribution to journalArticle

    Single Nucleotide Polymorphism
    Genes
    Genome-Wide Association Study
    Linkage Disequilibrium
    Sample Size
    2009
    127 Citations (Scopus)

    Break detection in the covariance structure of multivariate time series models

    Aue, A., Hörmann, S., Horváth, L. & Reimherr, M., Dec 1 2009, In : Annals of Statistics. 37, 6 B, p. 4046-4087 42 p.

    Research output: Contribution to journalArticle

    Multivariate Time Series
    Multivariate Models
    Covariance Structure
    Time Series Models
    Multivariate GARCH
    22 Citations (Scopus)

    Delay times of sequential procedures for multiple time series regression models

    Aue, A., Horváth, L. & Reimherr, M. L., Apr 1 2009, In : Journal of Econometrics. 149, 2, p. 174-190 17 p.

    Research output: Contribution to journalArticle

    Delay time
    Regression model
    Multiple time series
    Limit distribution
    Finite sample
    18 Citations (Scopus)

    Two sample inference in functional linear models

    Horváth, L., Kokoszka, P. & Reimherr, M., Dec 1 2009, In : Canadian Journal of Statistics. 37, 4, p. 571-591 21 p.

    Research output: Contribution to journalArticle

    Functional Linear Model
    Test Statistic
    Scalar
    Chi-squared distribution
    Curve