Statistical Paradigms: Recent Advances and Reconciliations

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: Weak Paradoxes and Paradigms (Jayanta K Ghosh) Nonparametrics in Modern Interdisciplinary Research: Some Perspectives and Prospectives (Pranab K Sen) Parametric: 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 2n 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 (Md 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) Semi-Parametric: 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) Non-Parametric & Probability: 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)

• ISBN: 978-981-4343-95-4
• Editorial: WORLD SCIENTIFIC PUB.CO.PTE.
• Encuadernacion: Tela
• Páginas: 308
• Fecha Publicación: 01/11/2014
• Nº Volúmenes: 1
• Idioma: