Statistical Analysis of Ecotoxicity Studies por John W. Green

Statistical Analysis of Ecotoxicity Studies por John W. Green

Titulo del libro: Statistical Analysis of Ecotoxicity Studies

Autor: John W. Green

Número de páginas: 416 páginas

Fecha de lanzamiento: July 27, 2018

ISBN: 9781119088349

Editor: John Wiley & Sons Inc

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John W. Green con Statistical Analysis of Ecotoxicity Studies

A GUIDE TO THE ISSUES RELEVANT TO THE DESIGN, ANALYSIS, AND INTERPRETATION OF TOXICITY STUDIES THAT EXAMINE CHEMICALS FOR USE IN THE ENVIRONMENT  STATISTICAL ANALYSIS OF ECOTOXICITY STUDIES OFFERS A GUIDE TO THE DESIGN, ANALYSIS, AND INTERPRETATION OF A RANGE OF EXPERIMENTS THAT ARE USED TO ASSESS THE TOXICITY OF CHEMICALS. WHILE THE BOOK HIGHLIGHTS ECOTOXICITY STUDIES, THE METHODS PRESENTED ARE APPLICABLE TO THE BROAD RANGE OF TOXICITY STUDIES. THE TEXT CONTAINS MYRIAD DATASETS (FROM LABORATORY AND FIELD RESEARCH) THAT CLEARLY ILLUSTRATE THE BOOK S TOPICS. THE DATASETS REVEAL THE TECHNIQUES, PITFALLS, AND PRECAUTIONS DERIVED FROM THESE STUDIES. THE TEXT INCLUDES INFORMATION ON RECENTLY DEVELOPED METHODS FOR THE ANALYSIS OF SEVERITY SCORES AND OTHER ORDERED RESPONSES, AS WELL AS EXTENSIVE POWER STUDIES OF COMPETING TESTS AND COMPUTER SIMULATION STUDIES OF REGRESSION MODELS THAT OFFER AN UNDERSTANDING OF THE SENSITIVITY (OR LACK THEREOF) OF VARIOUS METHODS AND THE QUALITY OF PARAMETER ESTIMATES FROM REGRESSION MODELS. THE AUTHORS ALSO DISCUSS THE REGULATORY PROCESS INDICATING HOW TEST GUIDELINES ARE DEVELOPED AND REVIEW THE STATISTICAL METHODOLOGY IN CURRENT OR PENDING OECD AND USEPA ECOTOXICITY GUIDELINES. THIS IMPORTANT GUIDE:      OFFERS THE INFORMATION NEEDED FOR THE DESIGN AND ANALYSIS TO A WIDE ARRAY OF ECOTOXICITY EXPERIMENTS AND TO THE DEVELOPMENT OF INTERNATIONAL TEST GUIDELINES USED TO ASSESS THE TOXICITY OF CHEMICALS     CONTAINS A THOROUGH EXAMINATION OF THE STATISTICAL ISSUES THAT ARISE IN TOXICITY STUDIES, ESPECIALLY ECOTOXICITY     INCLUDES AN INTRODUCTION TO TOXICITY EXPERIMENTS AND STATISTICAL ANALYSIS BASICS     INCLUDES PROGRAMS IN R AND EXCEL     COVERS THE ANALYSIS OF CONTINUOUS AND QUANTAL DATA, ANALYSIS OF DATA AS WELL AS REGULATORY ISSUES   

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