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Topics in Biostatistics 2007th Edition by Walter Ambrosius 9781588295316 1588295311

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Topics in Biostatistics 1st Edition Hyun Ja Lim Phd Digital Instant Download

Author(s): Hyun Ja Lim PhD, Raymond G. Hoffmann PhD (auth.), Walter T. Ambrosius (eds.)
ISBN(s): 9781588295316, 1588295311
Edition: 1
File Details: PDF, 3.54 MB
Year: 2007
Language: english
SKU: EB-1315406 Category: Tags: , ,

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Product details:

ISBN 10: 1588295311

ISBN 13: 9781588295316

Author: Walter T. Ambrosius

Basic Biostatistics presents a multidisciplinary survey of biostatics methods, each illustrated with hands-on examples. Methods range from the elementary, including descriptive statistics, study design, statistical interference, categorical variables, evaluation of diagnostic tests, comparison of means, linear regression, and logistic regression. These introductory methods create a portfolio of biostatistical techniques for both novice and expert researchers. More complicated statistical methods are introduced as well, including those requiring either collaboration with a biostatistician or the use of a statistical package. Specific topics of interest include microarray analysis, missing data techniques, power and sample size, statistical methods in genetics. Expert advice is given on when to seek statistical help, and how to conduct a meeting with the statistical collaborator or consultant. Basic Biostatistics is an essential resource for researchers at every level of their career.

Table of contents:

Chapter 1: Study Design: The Basics

Chapter 2: Observational Study Design

Chapter 3: Descriptive Statistics

Chapter 4: Basic Principles of Statistical Inference

Chapter 5: Statistical Inference on Categorical Variables

Chapter 6: Development and Evaluation of Classifiers

Chapter 7: Comparison of Means

Chapter 8: Correlation and Simple Linear Regression

Chapter 9: Multiple Linear Regression

Chapter 10: General Linear Models

Chapter 11: Linear Mixed Effects Models

Chapter 12: Design and Analysis of Experiments

Chapter 13: Analysis of Change

Chapter 14: Logistic Regression

Chapter 15: Survival Analysis

Chapter 16: Basic Bayesian Methods

Chapter 17: Overview of Missing Data Techniques

Chapter 18: Statistical Topics in the Laboratory Sciences

Chapter 19: Power and Sample Size

Chapter 20: Microarray Analysis

Chapter 21: Association Methods in Human Genetics

Chapter 22: Genome Mapping Statistics and Bioinformatics

Chapter 23: Working with a Statistician

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Tags: Walter Ambrosius, Topics, Biostatistics