Published articles

 

1964

"A characterization of Morgan lattices". Portugaliae Mathematica,   23 , 169-171.

1971

"Métodos numéricos para la clasificación de  polen  actual  and fósil" (by  E..J. Romero  and   R..A. Maronna). Ameghiniana 8, 291-316.

1974

"Multivariate clustering procedures with variable metrics" (by R. A. Maronna and  P. M.  Jacovkis). Biometrics 30, 499-505.

1976

"Robust M-estimators of multivariate location and scatter". The Annals of Statistics  4, 51-67.

1976

"Location estimators based on linear combinations of modified order statistics" (by V.J. Yohai and R. Maronna). Communications in Statistics (Theory and Methods) A5, 481-486.

1977

"Asymptotic behavior of  least-squares estimators for autoregressive processes with      infinite variances" (by V.J. Yohai and R. Maronna). The Annals of Statistics 5, 554-560.

1978

"A bivariate test for the detection of a systematic change in mean" (by R. Maronna and V.J. Yohai).  Journal  of  the  American  Statistical Association 73,  640-645.

1979

"Asymptotic behavior of M-estimates for the linear model" (by V.J. Yohai and R. A. Maronna). The Annals of Statistics 7, 258-268.

1979

Discussion of  "Robust  estimation  of  power  spectra",  by  B. Kleiner,  R.D.  Martin  and  J. Thompson.  Journal  of  the  Royal Statistical Society (B) 41,  344-345.

1979

"Bias- and  efficiency-robustness  of  general  M-estimators  for regression with random carriers" (by R. Maronna, O.Bustos and V.J. Yohai). In Smoothing Techniques for Curve Estimation (eds. T. Gasser and M. Rosenblatt),  91-116. Lecture Notes in  Mathematics  No. 57. New York. Springer Verlag.

1981

"Asymptotic behavior of general M-estimates  for  regression  and  scale  with                          random  carriers"  (by  R.  Maronna  and  V.J.Yohai). Zeitschrift für  Wahrscheinlichkeitstheorie und verwandte  Gebiete  58, 7-20.

1986

"Robust regression through robust covariances" (by R. Maronna and S. Morgenthaler). Communications in Statistics (Theory and Methods) 15, 1347-1366.

1990

"The maximum bias of robust covariances" (by V.J. Yohai and  R. Maronna). Communications in Statistics (Theory and  Methods)  19, 3925-3933.

1991

"Recent results on bias-robust  regression  estimators"  (by  R. Maronna and V.J. Yohai). In Directions in Robust Statistics and Diagnostics (W. Stahel and S. Weisberg, eds.), Part  I,  221-232. The IMA Vols. in  Mathematics and  its  Applications. Springer Verlag.

1991

"The breakdown point of simultaneous GM-estimates of regression and scale"  (by R. Maronna and V.J. Yohai).  Journal  of the American Statistical Association 86, 699-703.

1992

"Optimal estimators  for the Stokes  parameters"  (by  R. Maronna,  C. Feinstein   and   A. Clocchiatti).  Astronomy and Astrophysics 260, 525-532.

1992

"Bias-robust estimators of multivariate scatter based on  projections"  (by  R. Maronna, W. Stahel  and V. Yohai). Journal of Multivariate Analysis 42, 141- 161.

1993

"Bias-robust estimates of regression based on projections"  (by R.A. Maronna and V.J. Yohai). The Annals of   Statistics  21, 965-990.

1993

"Bias-robust regression estimation: a partial  survey"  (by  R. Maronna, V. Yohai  and R. Zamar). In  New  Directions  in  Statistical  Data Analysis and Robustness, Monte Veritá,  S. Morgenthaler, E. Ronchetti and  W. Stahel (eds.), 157-176. Basel, Birkhäuser Verlag.

1995

"The behavior of the Stahel-Donoho multivariate estimators" , (by R.A. Maronna and V.J. Yohai). Journal  of  the American  Statistical Association 90,  330-341.

1995

"A simple descriptive mathematical model of  filamentous  fungi  spore  germination" (by A. Bosch, R. Maronna and O. Yantorno). Process Biochemistry 30, 599-606. 

1997

"Robust estimation in simultaneous equations models"  (by  R. Maronna and V. Yohai). Journal of Statistical Planning and Inference, 65, 233-244.

1998

"Robust estimation of multivariate location and scatter"  (by  R. Maronna and V. Yohai). Encyclopedia of  Statistical Sciences, vol 2 (Update).

2000

"Robust regression with both continuous and categorical predictors"  (by  R. Maronna and V. Yohai), Journal of Statistical Planning and Inference, 89, 197-214.

2001    “Improving bias-robustness of regression estimates through projections” (by R. Maronna, M. Salibian Barrera and V. Yohai), Statistics and Probability Letters, 47, 149-158.

2002    ``Relationships between maximum depth and projection regression estimates'' (by J. Adrover, R. Maronna and V. Yohai), Journal of Statistical Planning and Inference, 105, 363-375.

2002    “Robust estimation of location and dispersion for high-dimensional data sets” (by R. Maronna and R. Zamar), Technometrics, 44, 307-317.

2002    Discussion of “Inconsistency of Resampling Algorithms for High-Breakdown Regression Estimators and a New Algorithm” (by M. Hawkins and D.J. Olive), by R. Maronna and V. Yohai. Journal of the American Statistical Association 97, 148-155.

2002    “Robust estimates for high dimensional data based on projections”, Estadística, 54, 192-212.

2004    “Robust regression quantiles'' (by J. Adrover, R. Maronna and V. Yohai), Journal of Statistical Planning and Inference, 122. 187-202.

2005    “Principal components and orthogonal regression based on robust scales” (by R. Maronna), Technometrics, 47¸ 264-273.

2006    "Study of meteorological aspects and urban concentration of SO2 in atmospheric        environment of La Plata, Argentina", by G. Ratto, F. Videla, J. R. Almandos, R.            Maronna and D. Schinca, Environmental Monitoring and Assessment, 121, 327-342.

 

Articles in print

2007    "Outlier identification in high dimensions" by P. Filzmoser, R. Maronna and M. Werner, accepted by Computational Statistics and Data Analysis

 

Submitted articles

2006    "Data reconciliation and gross error detection based on regression", by R.A. Maronna and J. Arcas. Submitted to Computers & Chemical Engineering.

 

Unpublished articles

1976

"Selección de un subconjunto óptimo de variables" (by R.Maronna, E. Pangas, C. Peyru and E. Socolosky). Informe Técnico No. 4,  Centro de Informática Hídrica,  I.N.C.Y.T.H., Buenos Aires.

1984

"Fitting a proportionality constant: a limited empirical study"  (by R. Maronna and  S. Morgenthaler).  Research  Report  No. 39, Fachgruppe für Statistik, E.T.H. Zürich.

2001

"A statistical analysis of the rhythmic class hypothesis", by D. Duarte, A. Galves, N.  García and R. Maronna, http://www.ime.usp.br/~tycho/participants/duarte/duarte.pdf

 

Books

1995:   "Probabilidad and Estadística Elementales para Estudiantes de Ciencias", Editorial Exacta, La Plata.

2006    "Robust Statistics: Theory and Methods", by R.A. Maronna, R.D. Martin and V.J. Yohai, John Wiley and Sons.