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Sensors (Basel, Switzerland), ISSN 1424-8220, 01/2019, Volume 19, Issue 2, p. 339
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 02/2020, Volume 49, Issue 4, pp. 809 - 826
In this article, we consider a first-order autoregressive process with as . The Gaussian limit theory and the Cauchy limit theory of the least absolute... 
62M10 | Uniform limit | 60G10 | mildly explosive autoregression | 62F12 | nearly stationary autoregression | least absolute deviation estimation | MODERATE DEVIATIONS | REGRESSION | LAD ESTIMATION | STATISTICS & PROBABILITY | LIMIT THEORY | PARAMETER | Economic models | Deviation | Stationary processes | Autoregressive processes
Journal Article
International Journal of Geographical Information Science, ISSN 1365-8816, 09/2011, Volume 25, Issue 9, pp. 1467 - 1489
Journal Article
Journal Article
Signal Processing, ISSN 0165-1684, 01/2020, Volume 166, p. 107262
•The phase-only beamformer is a low-cost approxi- mation to a DOA estimator based on the Least Absolute Deviation (LAD) criterion.•The phase-only beam- former... 
DOA Estimation | Array processing | Laplace-like noise | Heteroscedastic noise | Least absolute deviation | LAD | Phase-only processing | NOISE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
The Annals of Statistics, ISSN 0090-5364, 8/2009, Volume 37, Issue 4, pp. 1946 - 1982
Journal Article
Journal of Applied Statistics, ISSN 0266-4763, 06/2015, Volume 42, Issue 6, pp. 1332 - 1347
Journal Article
Journal of Statistical Computation and Simulation, ISSN 0094-9655, 07/2015, Volume 85, Issue 10, pp. 2101 - 2114
We introduce conditional median absolute deviation to characterize how the local variability of one quantitative random variable varies with another one. A... 
quantile regression | adaptiveness | least absolute deviation | robust estimation | semi-interquartile range | median absolute deviation | REGRESSION | VARIANCE FUNCTION ESTIMATION | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | STATISTICS & PROBABILITY | Resultants | Random variables | Computer simulation | Deviation | Computation | Estimators
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 04/2015, Volume 44, Issue 7, pp. 1508 - 1522
When the data contain outliers or come from population with heavy-tailed distributions, which appear very often in spatiotemporal data, the estimation methods... 
62G05 | Mixing condition | Least-squares method | Least absolute deviation estimation | Local linear regression | L-1-ESTIMATION | NONLINEAR-REGRESSION | NONPARAMETRIC REGRESSION | STATISTICS & PROBABILITY | ASYMPTOTICS | Estimating techniques | Regression analysis | Simulation | Methods | Computer simulation | Deviation | Least squares method | Asymptotic properties | Statistics
Journal Article
Journal of Time Series Analysis, ISSN 0143-9782, 03/2010, Volume 31, Issue 2, pp. 98 - 112
Journal Article
Journal of Sports Science and Medicine, ISSN 1303-2968, 03/2016, Volume 15, Issue 1, pp. 131 - 141
The objectives of this communication are to present the methods used to calculate mean absolute relative phase (MARP), deviation phase (DP) and point estimate... 
Point-estimation relative phase | Deviation phase | Postural coordination | Mean absolute relative phase | SPORT SCIENCES | deviation phase | MODES | point-estimation relative phase | LOW-BACK-PAIN | mean absolute relative phase | DYNAMICS | MOVEMENT | Care and treatment | Analysis | Posture
Journal Article
Engineering Applications of Artificial Intelligence, ISSN 0952-1976, 06/2016, Volume 52, pp. 54 - 64
Journal Article
Journal of Econometrics, ISSN 0304-4076, 01/2015, Volume 184, Issue 1, pp. 158 - 173
This paper introduces the concept of risk parameter in conditional volatility models of the form ϵt=σt(θ0)ηt and develops statistical procedures to estimate... 
Value-at-Risk | GARCH | Quantile regression | Quasi-maximum likelihood | Risk measures | MAXIMUM-LIKELIHOOD-ESTIMATION | ABSOLUTE DEVIATION ESTIMATION | GARCH MODELS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | QML ESTIMATION | TIME-SERIES | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | EFFICIENCY
Journal Article
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