Statistical Reasoning in Medicine

Statistical Reasoning in Medicine PDF Author: Lemuel A. Moye
Publisher: Springer Science & Business Media
ISBN: 1475732929
Category : Medical
Languages : en
Pages : 301

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Book Description
Employing a conversational format and consciously de-emphasizing computational devices, this text focuses instead on the features of experimental design that either clarify or blur p value interpretation, so as to make statistical reasoning accessible to the uninitiated. Through careful, deliberate thought this book provides the non-mathematician with a foundation for understanding the underlying statistical reasoning process in clinical research. It recognizes the inevitable tension between the mathematics of hypothesis testing and the ethical requirements in medical research and concentrates on resolving these issues in p value interpretation.

Statistical Reasoning in Medicine

Statistical Reasoning in Medicine PDF Author: Lemuel A. Moye
Publisher: Springer Science & Business Media
ISBN: 1475732929
Category : Medical
Languages : en
Pages : 301

Get Book Here

Book Description
Employing a conversational format and consciously de-emphasizing computational devices, this text focuses instead on the features of experimental design that either clarify or blur p value interpretation, so as to make statistical reasoning accessible to the uninitiated. Through careful, deliberate thought this book provides the non-mathematician with a foundation for understanding the underlying statistical reasoning process in clinical research. It recognizes the inevitable tension between the mathematics of hypothesis testing and the ethical requirements in medical research and concentrates on resolving these issues in p value interpretation.

Health and Numbers

Health and Numbers PDF Author: Chap T. Le
Publisher: John Wiley & Sons
ISBN: 111821062X
Category : Medical
Languages : en
Pages : 336

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Book Description
Like its two successful previous editions, Health & Numbers: A Problems-Based Introduction to Biostatistics, Third Edition, is the only fully problems-based introduction to biostatistics and offers a concise introduction to basic statistical concepts and reasoning at a level suitable for a broad spectrum of students and professionals in medicine and the allied health fields. This book has always been meant for use by advanced students who have not previously had an introductory biostatistics course - material often presented in a one-semester course - or by busy professionals who need to learn the basics of biostatistics. This user-friendly resource features over 200 real-life examples and real data to discuss and teach fundamental statistical methods. The new edition offers even more exercises than the second edition, and features enhanced Microsoft Excel and SAS samples and examples. Health & Numbers, Third Edition, truly strikes a balance between principles and methods of calculation that is particularly useful for students in medicine and health-related fields who need to know biostatistics.

Statistical reasoning in medical research

Statistical reasoning in medical research PDF Author: Ken MacRae
Publisher:
ISBN: 9789060168257
Category :
Languages : en
Pages : 39

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Book Description


Statistical Reasoning for Surgeons

Statistical Reasoning for Surgeons PDF Author: Mitchell G. Maltenfort
Publisher: CRC Press
ISBN: 135160838X
Category : Medical
Languages : en
Pages : 14

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Book Description
Trying to read up on statistics can be like trying to decide where you want to start eating the elephant and what’s the most digestible way to get it down. This book is written to give bite-size nuggets of insight based on our experiences grappling with datasets large and small. It is intended to bridge the gap between the formal equations and the practicalities of generating a research manuscript. We won’t pretend reading it will answer all your questions but it will help explain what questions need to be asked for your study and how you can address them with both accuracy and clarity. The size, detail and (ostensible) organization of this book allow for easy reading and can give a leg (or at least a half-step) up for those seeking more detailed study later. Features include: Excel sheets to allow exploration of topics raised Emphasis on intuitive explanations over formulas. Consideration of issues specific to clinical and surgical studies Our audience is someone who may or may not have enjoyed formal statistics education (that is, you may have had it and not enjoyed it!) who may like seeing a more dressed-down presentation of the topics. Actual statisticians may pick this up at risk of a chuckle (with us or at us) and may find some useful ways to present topics to non-statisticians.

Statistical Thinking in Clinical Trials

Statistical Thinking in Clinical Trials PDF Author: Michael A. Proschan
Publisher: CRC Press
ISBN: 1351673106
Category : Mathematics
Languages : en
Pages : 276

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Book Description
Statistical Thinking in Clinical Trials combines a relatively small number of key statistical principles and several instructive clinical trials to gently guide the reader through the statistical thinking needed in clinical trials. Randomization is the cornerstone of clinical trials and randomization-based inference is the cornerstone of this book. Read this book to learn the elegance and simplicity of re-randomization tests as the basis for statistical inference (the analyze as you randomize principle) and see how re-randomization tests can save a trial that required an unplanned, mid-course design change. Other principles enable the reader to quickly and confidently check calculations without relying on computer programs. The `EZ’ principle says that a single sample size formula can be applied to a multitude of statistical tests. The `O minus E except after V’ principle provides a simple estimator of the log odds ratio that is ideally suited for stratified analysis with a binary outcome. The same principle can be used to estimate the log hazard ratio and facilitate stratified analysis in a survival setting. Learn these and other simple techniques that will make you an invaluable clinical trial statistician.

Intuition in Medicine

Intuition in Medicine PDF Author: Hillel D. Braude
Publisher: University of Chicago Press
ISBN: 0226071685
Category : Medical
Languages : en
Pages : 258

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Book Description
Intuition is central to discussions about the nature of scientific and philosophical reasoning and what it means to be human. In this bold and timely book, Hillel D. Braude marshals his dual training as a physician and philosopher to examine the place of intuition in medicine. Rather than defining and using a single concept of intuition—philosophical, practical, or neuroscientific—Braude here examines intuition as it occurs at different levels and in different contexts of clinical reasoning. He argues that not only does intuition provide the bridge between medical reasoning and moral reasoning, but that it also links the epistemological, ontological, and ethical foundations of clinical decision making. In presenting his case, Braude takes readers on a journey through Aristotle’s Ethics—highlighting the significance of practical reasoning in relation to theoretical reasoning and the potential bridge between them—then through current debates between regulators and clinicians on evidence-based medicine, and finally applies the philosophical perspectives of Reichenbach, Popper, and Peirce to analyze the intuitive support for clinical equipoise, a key concept in research ethics. Through his phenomenological study of intuition Braude aims to demonstrate that ethical responsibility for the other lies at the heart of clinical judgment. Braude’s original approach advances medical ethics by using philosophical rigor and history to analyze the tacit underpinnings of clinical reasoning and to introduce clear conceptual distinctions that simultaneously affirm and exacerbate the tension between ethical theory and practice. His study will be welcomed not only by philosophers but also by clinicians eager to justify how they use moral intuitions, and anyone interested in medical decision making.

Statistical Methods and Reasoning for the Clinical Sciences

Statistical Methods and Reasoning for the Clinical Sciences PDF Author: Eiki Satake
Publisher: Plural Publishing
ISBN: 9781597564335
Category : Clinical medicine
Languages : en
Pages : 0

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Book Description
Scientific literacy is the foundation to comprehending research methodology -- in its absence, medical professionals will practice "unethically" by failing to offer premier service to their communities. This text will discuss the fundamentals of statistical methods, including statistical vocabulary, population parameters, sampling methods and descriptive methods like measures, correlation and regression. Also, the topic of probability is emphasized, seeing that in order for any clinician to generate a precise diagnosis, a firm grasp of the probablilistic approach is critical.

A Survey of Statistical Usage in the Recent Medical Literature and a Statistical Reasoning Test for Resident Physicians

A Survey of Statistical Usage in the Recent Medical Literature and a Statistical Reasoning Test for Resident Physicians PDF Author: John Logan Zintsmaster
Publisher:
ISBN:
Category : Medical statistics
Languages : en
Pages : 120

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Book Description


Statistical Reasoning in Law and Public Policy

Statistical Reasoning in Law and Public Policy PDF Author: Joseph L. Gastwirth
Publisher: Elsevier
ISBN: 0323138721
Category : Mathematics
Languages : en
Pages : 499

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Book Description
To reach reasoned decisions involving issues of public policy and law, statistical data and studies often need to be assessed for their accuracy and relevance. This two-volume set presents a unique and comprehensive treatment of statistical methods in legal practice. Designed to serve as a text or reference, the book presents basic concepts of probability and statistical inference applied to actual data arising from court cases concerning discrimination, trademark evidence, environmental and occupational exposure to toxic chemicals, and related health and safety topics. Substantial attention is devoted to assessing the strengths and weaknesses of statistical studies, with examples illustrating why some health studies may not have been properly designed at the outset and how actual decisions might have been reversed had more appropriate analysis of data been available to the court. This book will be of interest to lawyers and other practitioners of the law, as well as to students and researchers in the areas of statistics, statistical economics, political science, and law.

Clinical Data Analysis on a Pocket Calculator

Clinical Data Analysis on a Pocket Calculator PDF Author: Ton J. Cleophas
Publisher: Springer
ISBN: 3319271040
Category : Medical
Languages : en
Pages : 328

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Book Description
In medical and health care the scientific method is little used, and statistical software programs are experienced as black box programs producing lots of p-values, but little answers to scientific questions. The pocket calculator analyses appears to be, particularly, appreciated, because they enable medical and health professionals and students for the first time to understand the scientific methods of statistical reasoning and hypothesis testing. So much so, that it can start something like a new dimension in their professional world. In addition, a number of statistical methods like power calculations and required sample size calculations can be performed more easily on a pocket calculator, than using a software program. Also, there are some specific advantages of the pocket calculator method. You better understand what you are doing. The pocket calculator works faster, because far less steps have to be taken, averages can be used. The current nonmathematical book is complementary to the nonmathematical "SPSS for Starters and 2nd Levelers" (Springer Heidelberg Germany 2015, from the same authors), and can very well be used as its daily companion.