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2012, Statistical Modeling and Decision Science, ISBN 9780123869838, 713
This revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA... 
Estimation theory | Robust statistics | Statistical hypothesis testing
eBook
2012, ISBN 9780123869838
This revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA... 
Book
2010, Second, ISBN 9781441955241, 255
This book describes basic statistical principles from a point of view that makes their shortcomings intuitive and easy to understand. The emphasis is on verbal... 
Statistics for Business, Management, Economics, Finance, Insurance | Mathematics and Statistics | Statistics | Statistics for Social Sciences, Humanities, Law
eBook
Behavior research methods, ISSN 1554-3528, 05/2019, Volume 52, Issue 2, pp. 464 - 488
This paper introduces the R package WRS2 that implements various robust statistical methods... 
Psychology, Experimental | Social Sciences | Psychology | Psychology, Mathematical | Statistics | Statistical methods | Index Medicus
Journal Article
Communications in statistics. Simulation and computation, ISSN 0361-0918, 04/2017, Volume 46, Issue 4, pp. 3010 - 3019
For J ⩾ 2 independent groups, the article deals with testing the global hypothesis that all J groups have a common population median or identical quantiles,... 
Well Elderly 2 study | Tied values | Harrell-Davis estimator | Projection distances | Bootstrap methods | Harrell–Davis estimator | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Methods
Journal Article
1997, Statistical modeling and decision science., ISBN 9780127515458, xvii, 296
Book
Journal of modern applied statistical methods, ISSN 1538-9472, 2016, Volume 15, Issue 1, pp. 62 - 77
Journal Article
Journal of modern applied statistical methods, ISSN 1538-9472, 2016, Volume 15, Issue 1, pp. 12 - 31
Journal Article
Journal of epidemiology and community health (1979), ISSN 0143-005X, 09/2012, Volume 66, Issue 9, pp. 782 - 790
Journal Article
Current protocols in neuroscience, 01/2018, Volume 82, pp. 8.42.1 - 8.42.30
There is a vast array of new and improved methods for comparing groups and studying associations that offer the potential for substantially increasing power,... 
heteroscedasticity | skewed distributions | outliers | non-normality | curvature | Neurosciences - methods | Data Interpretation, Statistical | Animals | Humans | Statistical Distributions
Journal Article
Behaviour research and therapy, ISSN 0005-7967, 11/2017, Volume 98, pp. 19 - 38
.... Next, we overview some methods for correcting for violations of model assumptions. The final part of the paper presents 8 tutorials of robust statistical methods using R that cover a range of variants of the GLM... 
Assumptions | Robust statistical methods | Bias | Psychology, Clinical | Psychology | Social Sciences | Psychology, Clinical - methods | Models, Statistical | Statistics as Topic - methods | Psychology, Experimental - methods | Humans | Psychological aspects | Behavioral health care | Psychological research | Statistical methods | Research | Methods | Variants | Reviews | Clinical guidelines | Models | Psychopathology | Regression analysis | Experimental psychology | Clinical psychology | Statistics | Index Medicus
Journal Article
2003, ISBN 9780127515410, 1259
Applying Contemporary Statistical Techniques explains why traditional statistical methods are often inadequate or outdated when applied to modern problems.... 
Statistics
eBook
Journal of statistical computation and simulation, ISSN 0094-9655, 11/2018, Volume 88, Issue 16, pp. 3116 - 3131
... concern is that the usual estimate of ρ, r, has a breakdown point of only 1/n. This means, for example, that even a single outlier, properly placed, can completely... 
Pearson's correlation | projection methods | Spearman's rho | Tests of independence | multivariate outliers | Statistics & Probability | Physical Sciences | Computer Science, Interdisciplinary Applications | Technology | Computer Science | Mathematics | Science & Technology | Correlation | Outliers (statistics) | Dependent variables | Test procedures
Journal Article
Psychological science, ISSN 1467-9280, 05/2016, Volume 15, Issue 1, pp. 47 - 51
Journal Article
Journal of modern applied statistical methods, ISSN 1538-9472, 2016, Volume 15, Issue 2, pp. 41 - 52
Journal Article
2017
Professor Rand Wilcox defines robust regression. He discusses homoscedastic and heteroscedastic models, and confronting curvature in statistical analysis... 
Streaming Video
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