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2004, 2004/K:45., Volume 2004/K:45., 18
Book
AIP Conference Proceedings, ISSN 0094-243X, 03/2017, Volume 1827, Issue 1
In the case of hierarchical data is typically modeled with linear mixed model (LMM). The LMM requires the assumption of normality which is error and random... 
linear mixed model | winsorization | outliers
Journal Article
ACCOUNTING REVIEW, ISSN 0001-4826, 11/2019, Volume 94, Issue 6, pp. 337 - 364
Accounting studies often encounter observations with extreme values that can influence coefficient estimates and inferences. Two widely used approaches to... 
regression diagnostics | PERSISTENCE | influential observations | EARNINGS | ACCRUALS | FIRMS | inference problems | outliers | CASH FLOWS | winsorization | CEO COMPENSATION | BUSINESS, FINANCE | robust regression | extreme observations | truncation
Journal Article
AIP Conference Proceedings, ISSN 0094-243X, 2014, Volume 1605, pp. 1061 - 1066
Conference Proceeding
Journal of Telecommunication, Electronic and Computer Engineering, ISSN 2180-1843, 2018, Volume 10, Issue 1-11, pp. 7 - 12
Journal Article
The Journal of Clinical Endocrinology & Metabolism, ISSN 0021-972X, 06/2005, Volume 90, Issue 6, pp. 3427 - 3430
Background: Twin registries and family history studies provide evidence that genetic factors contribute to the onset of menopause, but heritability estimates... 
TRANSITION | SAMPLE | WOMEN | ENDOCRINOLOGY & METABOLISM | WINSORIZATION | POWER | LINKAGE ANALYSIS | COHORT | ONSET | LIFE | Multivariate Analysis | Age Factors | Humans | Menopause - genetics | Middle Aged | Nuclear Family | Adult | Family | Female | Cohort Studies
Journal Article
ScienceAsia, ISSN 1513-1874, 02/2017, Volume 43, Issue 1, pp. 56 - 60
The least angle regression selection (LARS) algorithms that use the classical sample means, variances, and correlations between the original variables are very... 
Least angle regression selection | Adjusted winsorization | RFCH | Variable selection | least angle regression selection | adjusted winsorization | MULTIDISCIPLINARY SCIENCES | variable selection | LINEAR-MODEL | SELECTION
Journal Article
Journal of Business Finance & Accounting, ISSN 0306-686X, 01/2019, Volume 46, Issue 1-2, pp. 105 - 135
This study examines how the winsorization procedure affects the performance of regression‐based earnings forecasting models. I find that the impact is... 
robust regression | scaling | stock returns | earnings forecasts | winsorization | influential observations | REGRESSION | VALUE RELEVANCE | IMPLIED COST | ANALYSTS | RETURNS | RATIONAL-EXPECTATIONS TESTS | LOSS FUNCTION ASSUMPTIONS | VALUATION | CAPITAL MARKETS | SUPERIORITY | BUSINESS, FINANCE | Economic models | Earnings per share
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 12/2007, Volume 102, Issue 480, pp. 1289 - 1299
Journal Article
THEORY OF PROBABILITY AND ITS APPLICATIONS, ISSN 0040-585X, 2019, Volume 63, Issue 3, pp. 447 - 463
Exact upper bounds for EXeh(X boolean AND w) /Ee(h(X boolean AND w)), which is the expectation of the Cramer transform of the so-called Winsorized-tilted mean... 
EXTREME-POINTS | Winsorization | STATISTICS & PROBABILITY | monotonicity | Cramer transform | exact bound | large deviation | nonuniform Berry-Esseen-type bounds | truncation | Hayes posterior mean
Journal Article
International Statistical Review, ISSN 0306-7734, 08/2017, Volume 85, Issue 2, pp. 270 - 289
Journal Article
Journal of Official Statistics, ISSN 0282-423X, 06/2018, Volume 34, Issue 2, pp. 483 - 501
Recent research on the use of M-estimation methodology for detecting and treating verified influential values in economic surveys found that initial parameter... 
Outlier | Monthly Wholesale Trade Survey | economic surveys | WINSORIZATION | ROBUST ESTIMATION | STATISTICS & PROBABILITY | SOCIAL SCIENCES, MATHEMATICAL METHODS | Empirical analysis | Parameter estimation | Value (Economics) | Algorithms
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 08/2017, Volume 46, Issue 7, pp. 5479 - 5503
Forward selection (FS) is a very effective variable selection procedure for selecting a parsimonious subset of covariates from a large number of candidate... 
Robust correlation | 65C560 | Forward selection | Robust variable selection | Adjusted winsorization | RFCH | LEAST ANGLE REGRESSION | STATISTICS & PROBABILITY | LINEAR-MODEL | Data analysis | Bivariate analysis | Robustness (mathematics) | Computer simulation | Outliers (statistics)
Journal Article
Journal of Modern Applied Statistical Methods, ISSN 1538-9472, 2014, Volume 13, Issue 2, pp. 131 - 150
Journal Article
Journal of Official Statistics, ISSN 0282-423X, 03/2015, Volume 31, Issue 1, pp. 77 - 100
The role of statistical tolerance intervals for developing ratio edit tolerances in a parametric setup is investigated. The performance of the methodology is... 
Outliers | tolerance limits | resistant | trimming | Winsorization | robust | Resistant | Tolerance limits | Robust | Trimming | STATISTICS & PROBABILITY | SOCIAL SCIENCES, MATHEMATICAL METHODS | Tolerance | Ratios | Statistical analysis | Editors
Journal Article
Journal of Official Statistics, ISSN 0282-423X, 06/2016, Volume 32, Issue 2, pp. 507 - 539
When analyzing data sampled with unequal inclusion probabilities, correlations between the probability of selection and the sampled data can induce bias if the... 
Weight trimming | Hierarchical models | winsorization | Bayesian finite population inference | Winsorization | REGRESSION | BAYES | POPULATIONS | STATISTICS & PROBABILITY | SOCIAL SCIENCES, MATHEMATICAL METHODS | POST-STRATIFICATION | Studies | Probability | Bayesian analysis
Journal Article
Journal of Statistical Computation and Simulation, ISSN 0094-9655, 07/2016, Volume 86, Issue 11, pp. 2073 - 2088
We evaluate the merits of estimators for right-skewed data which are motivated by a distributional assumption for the tail of the population. Our aim is to... 
value modification | model-based approach | Skewed population | 62D | 62F | outliers | 62G | simple random sampling | winsorization | Sampling | Statistics | Statistical analysis | Populations | Computer simulation | Samples | Coherence | Mathematical models | Empirical analysis | Estimators | Data- och informationsvetenskap | Naturvetenskap | Mathematics | Natural Sciences | Computer and Information Sciences | Matematik
Journal Article
Annals of Data Science, ISSN 2198-5804, 9/2018, Volume 5, Issue 3, pp. 339 - 357
The focus of a predictive discriminant analysis is to improve classification accuracy, and to obtain statistically optimal classification accuracy or hit rate... 
Predictive discriminant analysis | Business and Management | Statistics for Business/Economics/Mathematical Finance/Insurance | Statistically optimal hit rate | Computing Methodologies | Winsorization | Business and Management, general | Optimal training sample
Journal Article
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