Least Absolute Deviation Estimation of a Shift
Data up to Jan 2025
Total Citations Per Year
Abstract
References (77)
An introduction to probability theory and its applications
1958 • 31,109 citations
A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix
1987 • 15,268 citations
Convergence of Probability Measures
1999 • 14,297 citations
Regression Quantiles
1978 • 10,648 citations
Convergence of Probability Measures
1969 • 7,189 citations
Robust Statistics
1981 • 6,585 citations
An Introduction to Probability Theory and its Applications.
1972 • 5,396 citations
Tests for Parameter Instability and Structural Change With Unknown Change Point
1993 • 4,272 citations
Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation
1991 • 4,036 citations
Convergence of Stochastic Processes.
1985 • 2,394 citations
The Influence Curve and its Role in Robust Estimation
1974 • 2,276 citations
Independent and stationary sequences of random variables
1971 • 2,159 citations
Convergence of Stochastic Processes
1984 • 1,798 citations
Robust Tests for Heteroscedasticity Based on Regression Quantiles
1982 • 1,642 citations
A CENTRAL LIMIT THEOREM AND A STRONG MIXING CONDITION
1956 • 1,340 citations
Least absolute deviations estimation for the censored regression model
1984 • 1,298 citations
Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression
1994 • 1,132 citations
Nonstationarity and Level Shifts With an Application to Purchasing Power Parity
1992 • 1,101 citations
The Estimation of the Parameters of a Linear Regression System Obeying Two Separate Regimes
1958 • 1,029 citations
Tests for Parameter Instability in Regressions with 1(1) Processes
1992 • 984 citations
Trimmed Lad and Least Squares Estimation of Truncated and Censored Regression Models with Fixed Effects
1992 • 783 citations
Inference about the change-point in a sequence of random variables
1970 • 780 citations
Empirical Processes: Theory and Applications
1990 • 749 citations
Asymptotics for Least Absolute Deviation Regression Estimators
1991 • 648 citations
Cube Root Asymptotics
1990 • 641 citations
Least Absolute Deviations: Theory, Applications and Algorithms
1984 • 567 citations
Tests for Parameter Instability in Regressions with I(1) Processes
1992 • 534 citations
The Influence Curve and Its Role in Robust Estimation
1974 • 493 citations
LEAST SQUARES ESTIMATION OF A SHIFT IN LINEAR PROCESSES
1994 • 486 citations
Empirical Processes
1990 • 475 citations
Basic Properties of Strong Mixing Conditions
1986 • 446 citations
Asymptotic Theory of Least Absolute Error Regression
1978 • 442 citations
Nonparametric Curve Estimation from Time Series
1989 • 405 citations
Nonstationarity and Level Shifts with an Application to Purchasing Power Parity
1992 • 382 citations
On Tests for Detecting Change in Mean
1975 • 347 citations
Some mixing properties of time series models
1985 • 327 citations
Testing a Sequence of Observations for a Shift in Location
1977 • 314 citations
Testing and estimating change-points in time series
1985 • 302 citations
Dependence in Probability and Statistics
1986 • 301 citations
Some Invariance Principles and Central Limit Theorems for Dependent Heterogeneous Processes
1988 • 271 citations
Testing for Structural Change in Dynamic Models
1988 • 268 citations
Conditions for linear processes to be strong-mixing
1981 • 256 citations
Trend, Unit Root and Structural Change in Macroeconomic Time Series
1994 • 254 citations
Confidence regions and tests for a change-point in a sequence of exponential family random variables
1986 • 245 citations
Two Stage Least Absolute Deviations Estimators
1982 • 243 citations
Tests for a change-point
1987 • 226 citations
Nonparametric Change-Point Estimation
1988 • 221 citations
The likelihood ratio test for a change-point in simple linear regression
1989 • 202 citations
Mixing properties of ARMA processes
1988 • 182 citations
On the Likelihood Ratio Test for a Shift in Location of Normal Populations
1979 • 181 citations
SURVEY OF CLASSICAL AND BAYESIAN APPROACHES TO THE CHANGE-POINT PROBLEM: FIXED SAMPLE AND SEQUENTIAL PROCEDURES OF TESTING AND ESTIMATION11Research supported in part by ONR Contracts N00014-75-0725 at The George Washington University and N00014-81-K-0407 at SUNY-Binghamton.
1983 • 173 citations
The Asymptotic Behavior of Some Nonparametric Change-Point Estimators
1991 • 170 citations
Approximating the Distribution of the Maximum Likelihood Estimate of the Change-Point in a Sequence of Independent Random Variables
1987 • 144 citations
Some Observations on Robust Estimation
1967 • 143 citations
Estimating Nonlinear Dynamic Models Using Least Absolute Error Estimation
1991 • 135 citations
Efficient Estimation of Linear and Type I Censored Regression Models Under Conditional Quantile Restrictions
1990 • 132 citations
Limit theory for autoregressive‐parameter estimates in an infinite‐variance random walk
1989 • 113 citations
19 Review about estimation of change points
1988 • 111 citations
Moment Inequalities for the Maximum Cumulative Sum
1970 • 101 citations
The Behavior of Robust Estimators on Dependent Data
1975 • 99 citations
Econometrics and Structural Change.
1988 • 98 citations
A Shortcut to LAD Estimator Asymptotics
1991 • 94 citations
Maximum likelihood estimation of a change-point in the distribution of independent random variables: General multiparameter case
1987 • 86 citations
A Bayesian Robust Detection of Shift in the Risk Structure of Stock Market Returns
1982 • 82 citations
A Direct Test for Changing Trend
1992 • 73 citations
Some One-Sided Tests for Change in Level
1975 • 70 citations
Some Multivariate Chebyshev Inequalities with Extensions to Continuous Parameter Processes
1961 • 64 citations
Strong representations for LAD estimators in linear models
1989 • 56 citations
Limit Theory for M-Estimates in an Integrated Infinite Variance
1991 • 54 citations
A Direct Test for Changing Trend
1992 • 47 citations
LIMIT THEORY FOR M-ESTIMATES IN AN INTEGRATED INFINITE VARIANCE PROCESS
1991 • 38 citations
A bayesian analysis of trend determination in economic time series
1994 • 28 citations
Robust inferences for structural shift in regression models
1982 • 17 citations
Econometrics of Structural Change
1989 • 16 citations
Estimation of structural change based on Wald-type statistics
1993 • 13 citations
Streaming motion in Leo I
2009 • 10 citations
Statistical Analysis of “Structural Change”: An Annotated Bibliography
1989 • 7 citations