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Statistics in Genetics and in the Environmental Sciences : Pageoph Topical Volumes - Luisa T. Fernholz

Statistics in Genetics and in the Environmental Sciences

Pageoph Topical Volumes

By: Luisa T. Fernholz (Editor), Stephan Morgenthaler (Editor), Werner Stahel (Editor)

Hardcover Published: 1st June 2001
ISBN: 9783764365752
Number Of Pages: 183

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Statistics is strongly tied to applications in different scientific disciplines, and the most challenging statistical problems arise from problems in the sciences. In fact, the most innovative statistical research flows from the needs of applications in diverse settings. This volume is a testimony to the crucial role that statistics plays in scientific disciplines such as genetics and environmental sciences, among others. The articles in this volume range from human and agricultural genetic DNA research to carcinogens and chemical concentrations in the environment and to space debris and atmospheric chemistry. Also included are some articles on statistical methods which are sufficiently general and flexible to be applied to many practical situations. The papers were refereed by a panel of experts and the editors of the volume. The contributions are based on the talks presented at the Workshop on Statistics and the Sciences, held at the Centro Stefano Franscini in Ascona, Switzerland, during the week of May 23 to 28, 1999. The meeting was jointly organized by the Swiss Federal Institutes of Technology in Lausanne and Zurich, with the financial support of the Minerva Research Foundation. As the presentations at the workshop helped the participants recognize the po­ tential role that statistics can play in the sciences, we hope that this volume will help the reader to focus on the central role of statistics in the specific areas presented here and to extrapolate the results to further applications.

Foreword
List of Authors and Coauthors
List of Participants
Statistical Interaction with Quantitative Geneticists to Enhance Impact from Plant Breeding Programsp. 1
Outlier Resistance, Standardization, and Modeling Issues for DNA Microarray Datap. 17
Variance Components Estimation with Uncertaintyp. 27
Robust Estimation for Chemical Concentration Data Subject to Detection Limitsp. 41
Risk Assessment of Low Dose Exposure to Carcinogensp. 65
A Stochastic Model of Carcinogenesisp. 77
Statistical Modelling to Answer Key Questions in Atmospheric Chemistry: Three Case Studiesp. 89
Space Debris: Flux in a Two Dimensional Orbitp. 105
A Robust Approach to Common Principal Componentsp. 117
A Robsutified Version of Sliced Inverse Regressionp. 147
Similarities Between Location Depth and Regression Depthp. 159
Approximate [tau]-Estimates for Linear Regression Based on Sub-sampling of Elemental Setsp. 173
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783764365752
ISBN-10: 3764365757
Series: Pageoph Topical Volumes
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 183
Published: 1st June 2001
Publisher: SPRINGER VERLAG GMBH
Country of Publication: CH
Dimensions (cm): 23.39 x 15.6  x 1.27
Weight (kg): 0.46