Introductory Statistics for the Life and Biomedical Sciences

Introductory Statistics for the Life and Biomedical Sciences
Author: Julie Vu
Publisher:
Total Pages:
Release: 2020-03
Genre:
ISBN: 9781943450114

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Introduction to Statistics for the Life and Biomedical Sciences has been written to be used in conjunction with a set of self-paced learning labs. These labs guide students through learning how to apply statistical ideas and concepts discussed in the text with the R computing language.The text discusses the important ideas used to support an interpretation (such as the notion of a confidence interval), rather than the process of generating such material from data (such as computing a confidence interval for a particular subset of individuals in a study). This allows students whose main focus is understanding statistical concepts to not be distracted by the details of a particular software package. In our experience, however, we have found that many students enter a research setting after only a single course in statistics. These students benefit from a practical introduction to data analysis that incorporates the use of a statistical computing language.In a classroom setting, we have found it beneficial for students to start working through the labs after having been exposed to the corresponding material in the text, either from self-reading or through an instructor presenting the main ideas. The labs are organized by chapter, and each lab corresponds to a particular section or set of sections in the text.There are traditional exercises at the end of each chapter that do not require the use of computing. In the current posting, Chapters 1 - 5 have end-of-chapter exercises. More complicated methods, such as multiple regression, do not lend themselves to hand calculation and computing is necessary for gaining practical experience with these methods. The lab exercises for these later chapters become an increasingly important part of mastering the material.An essential component of the learning labs are the "Lab Notes" accompanying each chapter. The lab notes are a detailed reference guide to the R functions that appear in the labs, written to be accessible to a first-time user of a computing language. They provide more explanation than available in the R help documentation, with examples specific to what is demonstrated in the labs.

Introductory Statistics for the Life and Biomedical Sciences

Introductory Statistics for the Life and Biomedical Sciences
Author: Julie Vu
Publisher:
Total Pages: 472
Release: 2020-07-26
Genre:
ISBN: 9781943450121

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Introduction to Statistics for the Life and Biomedical Sciences has been written to be used in conjunction with a set of self-paced learning labs. These labs guide students through learning how to apply statistical ideas and concepts discussed in the text with the R computing language.The text discusses the important ideas used to support an interpretation (such as the notion of a confidence interval), rather than the process of generating such material from data (such as computing a confidence interval for a particular subset of individuals in a study). This allows students whose main focus is understanding statistical concepts to not be distracted by the details of a particular software package. In our experience, however, we have found that many students enter a research setting after only a single course in statistics. These students benefit from a practical introduction to data analysis that incorporates the use of a statistical computing language.In a classroom setting, we have found it beneficial for students to start working through the labs after having been exposed to the corresponding material in the text, either from self-reading or through an instructor presenting the main ideas. The labs are organized by chapter, and each lab corresponds to a particular section or set of sections in the text.There are traditional exercises at the end of each chapter that do not require the use of computing. In the current posting, Chapters 1 - 5 have end-of-chapter exercises. More complicated methods, such as multiple regression, do not lend themselves to hand calculation and computing is necessary for gaining practical experience with these methods. The lab exercises for these later chapters become an increasingly important part of mastering the material.An essential component of the learning labs are the "Lab Notes" accompanying each chapter. The lab notes are a detailed reference guide to the R functions that appear in the labs, written to be accessible to a first-time user of a computing language. They provide more explanation than available in the R help documentation, with examples specific to what is demonstrated in the labs.

Introduction to Statistics for Biomedical Engineers

Introduction to Statistics for Biomedical Engineers
Author: Kristina Marie Ropella
Publisher: Morgan & Claypool Publishers
Total Pages: 103
Release: 2007
Genre: Biomedical engineering
ISBN: 1598291963

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Provides a bare-bones coverage of the most basic statistical analysis frequently used in biomedical engineering practice. The text introduces students to the essential vocabulary and basic concepts of probability and statistics that are required to perform the numerical summary and statistical analysis used in the biomedical field.

Biostatistics for the Biological and Health Sciences

Biostatistics for the Biological and Health Sciences
Author: Marc M. Triola
Publisher: Addison-Wesley Longman
Total Pages: 699
Release: 2006
Genre: Science
ISBN: 9780321194367

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Biostatistics for the Biological and Health Sciences is the result of collaboration between the author of the #1 statistics book in the country and an expert in the biological sciences field. The major objective of this book is to provide a thorough, yet engaging introduction to statistics for students and professors in the biological, life, and health sciences. This text reflects the important features of a modern introductory statistics course and includes an abundance of real data and biological applications, and a variety of pedagogical components to help students succeed in their study of biological statistics. MARKET: It is the ideal introduction to statistics for students and professors in the biological, life, and health sciences.

Introductory Statistics for Biology

Introductory Statistics for Biology
Author: R. E. Parker
Publisher: Cambridge University Press
Total Pages: 132
Release: 1991-10-03
Genre: Mathematics
ISBN: 9780521427784

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This introductory text presents the use of statistical methods as an integral part of biological investigation, yet one whose superficial complexities have deterred many biologists from using them. The author argues that the difficulties, such as they are, do not lie in mathematical manipulation, but in grasping a few simple, but unfamiliar concepts. He emphasizes the need for precisely defining problems and for careful selection of the most appropriate methods - a wide range of which are described and illustrated. Each chapter ends with a set of problems which are intended to help the student gain practical experience. No previous knowledge is assumed, and the student is encouraged to develop a competent and critical approach to analysing numerical data. In this second edition, the scope of the book has been extended, problems have been solved in a more satisfactory way, and a greater number of illustrative examples have been added.

Biostatistics for the Biological and Health Sciences with Statdisk

Biostatistics for the Biological and Health Sciences with Statdisk
Author: Marc M. Triola
Publisher: Pearson
Total Pages: 640
Release: 2013-11-01
Genre: Biometry
ISBN: 9781292039640

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"Biostatistics for the Biological and Health Sciences" is the result of collaboration between the author of the #1 statistics book in the country and an expert in the biological sciences field."" The major objective of this book is to provide a thorough, yet engaging introduction to statistics for students and professors in the biological, life, and health sciences. This text reflects the important features of a modern introductory statistics course and includes an abundance of real data and biological applications, and a variety of pedagogical components to help students succeed in their study of biological statistics. MARKET It is the ideal introduction to statistics for students and professors in the biological, life, and health sciences.

Basic Statistics

Basic Statistics
Author: Olive Jean Dunn
Publisher:
Total Pages: 246
Release: 1977-11-18
Genre: Mathematics
ISBN:

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Regression Analysis by Example Samprit Chatterjee and Bertram Price Bridges the gap between theory and practice of regression analysis, providing a balance between theoretical results and the analyst’s subjective judgment. Describes methods by using realistic examples that emphasize the analysis of data and that contain irregularities similar to those encountered in practice. Demonstrates how to apply theoretical results by utilizing standard—and some not so standard—summary statistics on the basis of their intuitive appeal. 1977 Interactive Data Analysis A Practical Primer Donald R. McNeil Introduces the use of Exploratory Data Analysis in scientific work. Gives a set of numerical and graphical methods to find structure in data. Illustrations show the power and simplicity of the methods, and all listings are given in Fortran and APL for all the programs used to produce displays and analysis in the text. Assumes no formal knowledge of probability, mathematics, or computing. 1977 Statistical Survey Techniques Raymond J. Jessen A comprehensive, balanced treatment of the techniques for designing surveys and analyzing their data. Describes the methods which seem to be basic to such diverse fields as public opinion measurement, sociology, political science, economics, business, various governmental agencies, biology (e.g. wildlife and fisheries), engineering (e.g. traffic studies), urban planning and management, ecological studies, and many others. 1977

The Practice of Statistics in the Life Sciences

The Practice of Statistics in the Life Sciences
Author: Brigitte Baldi
Publisher: W. H. Freeman
Total Pages: 798
Release: 2009
Genre: Mathematics
ISBN:

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Exploring data -- From exploratioin to inference -- Inference about variables -- Optional companion chapters.