Statistical paradigms : recent advances and reconciliations / editors, Ashis SenGupta, Tapas Samanta, Ayanendranath Basu ; contributors, Manju Agarwal [and twenty-one others].

Format:

Book

Contributor:

Agarwal, Manju, contributor.

Sengupta, Ashis, editor.

Samanta, Tapas, editor.

Basu, Ayanendranath, editor.

Series:

Statistical science and interdisciplinary research ; Volume 14.

Statistical Science and Interdisciplinary Research, 1793-6195 ; Volume 14

Platinum Jubilee Series

Language:

English

Subjects (All):

Parameter estimation.

Estimation theory.

Physical Description:

1 online resource (308 p.)

Place of Publication:

Singapore : World Scientific, 2015.

Language Note:

English

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.

Contents:

Reviews. 1. Weak paradoxes and paradigms / Jayanta K. Ghosh

2. Nonparametrics in modern interdisciplinary research: some perspectives and prospectives / Pranab K. Sen

Parametric. 3. Bounds on distributions involving partial marginal and conditional information: the consequences of incomplete prior specification / Barry C. Arnold

4. Stepdown procedures controlling a generalized false discovery rate / Wenge Guo and Sanat K. Sarkar

5. On confidence intervals for expected response in 2[symbol] factorial experiments with exponentially distributed response variables / H.V. Kulkarni and S.C. Patil

6. Predictive influence of variables in a linear regression model when the moment matrix is singular / Md. Nurul Haque Mollah and S.K. Bhattacharjee

7. New wrapped distributions - goodness of fit / A.V. Dattatreya Rao, I. Ramabhadra Sarma and S.V.S. Girija

Semi-parametric. 8. Non-stationary samples and meta-distribution / Dominique Guegan

9. MDL model selection criterion for mixed models with an application to spline smoothing / Antti Liski and Erkki P. Liski

10. Digital governance and hotspot geoinformatics with continuous fractional response / G.P. Patil, S.W. Joshi and R.E. Koli

11. Bayesian curve registration of functional data / Z. Zhong, A. Majumdar and R.L. Eubank

Non-parametric & probability. 12. Nonparametric estimation in a one-way error component model: a Monte Carlo analysis / Daniel J. Henderson and Aman Ullah

13. GERT analysis of consecutive-k systems: an overview / Kanwar Sen, Manju Agarwal and Pooja Mohan

14. Moment bounds for strong-mixing processes with applications / Ratan Dasgupta.

Notes:

Bibliographic Level Mode of Issuance: Monograph

Includes bibliographical references at the end of each chapters.

Description based on print version record.

ISBN:

9789814343961

981434396X

OCLC:

898424118