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Statistical paradigms : recent advances and reconciliations / editors, Ashis SenGupta, Tapas Samanta, Ayanendranath Basu, Indian Statistical Institute, India.

Contributor(s): Material type: TextTextSeries: Statistical science and interdisciplinary research ; vol. 14.Publisher: New Jersey : World Scientific, [2015]Copyright date: ©2015Description: 1 online resource (xv, 291 pages)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9789814343961
  • 981434396X
  • 9789814644112
  • 9814644110
Subject(s): Genre/Form: Additional physical formats: Print version:: Statistical paradigms.DDC classification:
  • 519.5/44 23
LOC classification:
  • QA276.8 .S736 2014eb
Online resources:
Contents:
Weak paradoxes and paradigms / Jayanta K. Ghosh -- Nonparametrics in modern interdisciplinary research : some perspectives and prospectives / Pranab K. Sen -- Bounds on distributions involving partial marginal and conditional information : the consequences of incomplete prior specification / Barry C. Arnold -- Stepdown procedures controlling a generalized false discovery rate / Wenge Guo and Sanat K. Sarkar -- On confidence intervals for expected response in 2[superscript n] factorial experiments with exponentially distributed response variables / H.V. Kulkarni and S.C. Patil -- Predictive influence of variables in a linear regression model when the moment matrix is singular / Nurul Haque Mollah and S.K. Bhattacharjee -- New wrapped distributions : goodness of fit / A.V. Dattatreya Rao, I. Ramabhadra Sarma and S.V.S. Girija -- Non-stationary samples and meta-distribution / Dominique Guégan -- MDL model selection criterion for mixed models with an application to spline smoothing / Antti Liski and Erkki P. Liski -- Digital governance and hotspot geoinformatics with continuous fractional response / G.P. Patil, S.W. Joshi and R.E. Koli -- Bayesian curve registration of functional data / Z. Zhong, A. Majumdar and R.L. Eubank -- Nonparametric estimation in a one-way error component model : a Monte Carlo analysis / Daniel J. Henderson and Aman Ullah -- GERT analysis of consecutive-k systems : an overview / Kanwar Sen, Manju Agarwal and Pooja Mohan -- Moment bounds for strong-mixing processes with applications / Ratan Dasgupta.
Summary: This volume consists of a collection of research articles on classical and emerging Statistical Paradigms - parametric, non-parametric and semi-parametric, frequentist and Bayesian - encompassing both theoretical advances and emerging applications in a variety of scientific disciplines. For advances in theory, the topics include: Bayesian Inference, Directional Data Analysis, Distribution Theory, Econometrics and Multiple Testing Procedures. The areas in emerging applications include: Bioinformatics, Factorial Experiments and Linear Models, Hotspot Geoinformatics and Reliability.
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Includes bibliographical references.

Weak paradoxes and paradigms / Jayanta K. Ghosh -- Nonparametrics in modern interdisciplinary research : some perspectives and prospectives / Pranab K. Sen -- Bounds on distributions involving partial marginal and conditional information : the consequences of incomplete prior specification / Barry C. Arnold -- Stepdown procedures controlling a generalized false discovery rate / Wenge Guo and Sanat K. Sarkar -- On confidence intervals for expected response in 2[superscript n] factorial experiments with exponentially distributed response variables / H.V. Kulkarni and S.C. Patil -- Predictive influence of variables in a linear regression model when the moment matrix is singular / Nurul Haque Mollah and S.K. Bhattacharjee -- New wrapped distributions : goodness of fit / A.V. Dattatreya Rao, I. Ramabhadra Sarma and S.V.S. Girija -- Non-stationary samples and meta-distribution / Dominique Guégan -- MDL model selection criterion for mixed models with an application to spline smoothing / Antti Liski and Erkki P. Liski -- Digital governance and hotspot geoinformatics with continuous fractional response / G.P. Patil, S.W. Joshi and R.E. Koli -- Bayesian curve registration of functional data / Z. Zhong, A. Majumdar and R.L. Eubank -- Nonparametric estimation in a one-way error component model : a Monte Carlo analysis / Daniel J. Henderson and Aman Ullah -- GERT analysis of consecutive-k systems : an overview / Kanwar Sen, Manju Agarwal and Pooja Mohan -- Moment bounds for strong-mixing processes with applications / Ratan Dasgupta.

Print version record.

This volume consists of a collection of research articles on classical and emerging Statistical Paradigms - parametric, non-parametric and semi-parametric, frequentist and Bayesian - encompassing both theoretical advances and emerging applications in a variety of scientific disciplines. For advances in theory, the topics include: Bayesian Inference, Directional Data Analysis, Distribution Theory, Econometrics and Multiple Testing Procedures. The areas in emerging applications include: Bioinformatics, Factorial Experiments and Linear Models, Hotspot Geoinformatics and Reliability.

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