Michael G. Akritas

    • 2855 Citations
    • 20 h-Index
    1979 …2019
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    Fingerprint Dive into the research topics where Michael G. Akritas is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

    • 3 Similar Profiles
    Censored Data Mathematics
    Rank Test Mathematics
    Analysis of Covariance Mathematics
    Nonparametric Model Mathematics
    Test Statistic Mathematics
    Testing Mathematics
    Covariates Mathematics
    Nonparametric Hypotheses Mathematics

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    Research Output 1979 2019

    1 Citation (Scopus)

    Single index quantile regression for censored data

    Christou, E. & Akritas, M. G., Dec 1 2019, In : Statistical Methods and Applications. 28, 4, p. 655-678 24 p.

    Research output: Contribution to journalArticle

    Quantile Regression
    Censored Data
    Regression Model
    Estimator
    Accelerated Failure Time Model
    1 Citation (Scopus)

    Hypothesis testing sure independence screening for nonparametric regression

    Zambom, A. Z. & Akritas, M. G., Jan 1 2018, In : Electronic Journal of Statistics. 12, 1, p. 767-792 26 p.

    Research output: Contribution to journalArticle

    Nonparametric Regression
    Hypothesis Testing
    Screening
    Threshold Parameter
    Nonparametric Model
    2 Citations (Scopus)

    Variable selection in heteroscedastic single-index quantile regression

    Christou, E. & Akritas, M. G., Dec 17 2018, In : Communications in Statistics - Theory and Methods. 47, 24, p. 6019-6033 15 p.

    Research output: Contribution to journalArticle

    Quantile Regression
    Variable Selection
    Regression Model
    Oracle Property
    Conditional Quantiles
    1 Citation (Scopus)

    Nonpmodelcheck: An R package for nonparametric lack-of-fit testing and variable selection

    Zambom, A. Z. & Akritas, M. G., Jan 1 2017, In : Journal of Statistical Software. 77, 1, 10.

    Research output: Contribution to journalArticle

    Lack of Fit
    Nonparametric Regression
    Variable Selection
    Hypothesis Testing
    Predictors
    3 Citations (Scopus)

    Asymptotic theory for the first projective direction

    Akritas, M. G., Oct 2016, In : Annals of Statistics. 44, 5, p. 2161-2189 29 p.

    Research output: Contribution to journalArticle

    Single-index Model
    Asymptotic Theory
    Estimator
    Consistent Estimation
    Trimming