Statistics Done Wrong

Statistics Done Wrong PDF Author: Alex Reinhart
Publisher: No Starch Press
ISBN: 1593276206
Category : Mathematics
Languages : en
Pages : 177

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Book Description
Scientific progress depends on good research, and good research needs good statistics. But statistical analysis is tricky to get right, even for the best and brightest of us. You'd be surprised how many scientists are doing it wrong. Statistics Done Wrong is a pithy, essential guide to statistical blunders in modern science that will show you how to keep your research blunder-free. You'll examine embarrassing errors and omissions in recent research, learn about the misconceptions and scientific politics that allow these mistakes to happen, and begin your quest to reform the way you and your peers do statistics. You'll find advice on: –Asking the right question, designing the right experiment, choosing the right statistical analysis, and sticking to the plan –How to think about p values, significance, insignificance, confidence intervals, and regression –Choosing the right sample size and avoiding false positives –Reporting your analysis and publishing your data and source code –Procedures to follow, precautions to take, and analytical software that can help Scientists: Read this concise, powerful guide to help you produce statistically sound research. Statisticians: Give this book to everyone you know. The first step toward statistics done right is Statistics Done Wrong.

Statistics Done Wrong

Statistics Done Wrong PDF Author: Alex Reinhart
Publisher: No Starch Press
ISBN: 1593276206
Category : Mathematics
Languages : en
Pages : 177

Get Book Here

Book Description
Scientific progress depends on good research, and good research needs good statistics. But statistical analysis is tricky to get right, even for the best and brightest of us. You'd be surprised how many scientists are doing it wrong. Statistics Done Wrong is a pithy, essential guide to statistical blunders in modern science that will show you how to keep your research blunder-free. You'll examine embarrassing errors and omissions in recent research, learn about the misconceptions and scientific politics that allow these mistakes to happen, and begin your quest to reform the way you and your peers do statistics. You'll find advice on: –Asking the right question, designing the right experiment, choosing the right statistical analysis, and sticking to the plan –How to think about p values, significance, insignificance, confidence intervals, and regression –Choosing the right sample size and avoiding false positives –Reporting your analysis and publishing your data and source code –Procedures to follow, precautions to take, and analytical software that can help Scientists: Read this concise, powerful guide to help you produce statistically sound research. Statisticians: Give this book to everyone you know. The first step toward statistics done right is Statistics Done Wrong.

Applied Meta-Analysis for Social Science Research

Applied Meta-Analysis for Social Science Research PDF Author: Noel A. Card
Publisher: Guilford Publications
ISBN: 1462525008
Category : Psychology
Languages : en
Pages : 401

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Book Description
Offering pragmatic guidance for planning and conducting a meta-analytic review, this book is written in an engaging, nontechnical style that makes it ideal for graduate course use or self-study. The author shows how to identify questions that can be answered using meta-analysis, retrieve both published and unpublished studies, create a coding manual, use traditional and unique effect size indices, and write a meta-analytic review. An ongoing example illustrates meta-analytic techniques. In addition to the fundamentals, the book discusses more advanced topics, such as artifact correction, random- and mixed-effects models, structural equation representations, and multivariate procedures. User-friendly features include annotated equations; discussions of alternative approaches; and "Practical Matters" sections that give advice on topics not often discussed in other books, such as linking meta-analytic results with theory and the utility of meta-analysis software programs. ÿ

Underpowered Hero

Underpowered Hero PDF Author: Jacob Kelly
Publisher: Dorrance Publishing
ISBN: 1639371109
Category : Fiction
Languages : en
Pages : 140

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Book Description
Underpowered Hero By: Jacob Kelly Underpowered Hero is a story of a young man being reincarnated into a brand-new fantasy world in which he finds himself struggling to barely get by. He finds himself staring at the dark underbelly of a seemingly nice and fun fantasy world—and is forced to claw his way to the top any way he can.

How to Report Statistics in Medicine

How to Report Statistics in Medicine PDF Author: Thomas Allen Lang
Publisher: ACP Press
ISBN: 1930513690
Category : Medical
Languages : en
Pages : 512

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Book Description
This volume presents a comprehensive and comprehensible set of guidelines for reporting the statistical analyses and research designs and activities commonly used in biomedical research.

A Beginner’s Guide to Microarrays

A Beginner’s Guide to Microarrays PDF Author: Eric M. Blalock
Publisher: Springer Science & Business Media
ISBN: 9781402074721
Category : Science
Languages : en
Pages : 378

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Book Description
A Beginner's Guide to Microarrays addresses two audiences - the core facility manager who produces, hybridizes, and scans arrays, and the basic research scientist who will be performing the analysis and interpreting the results. User friendly coverage and detailed protocols are provided for the technical steps and procedures involved in many facets of microarray technology, including: -Cleaning and coating glass slides, -Designing oligonucleotide probes, -Constructing arrays for the detection and quantification of different bacterial species, -Preparing spotting solutions, -Troubleshooting spotting problems, -Setting up and running a core facility, -Normalizing background signal and controlling for systematic variance, -Designing experiments for maximum effect, -Analyzing data with statistical procedures, -Clustering data with machine-learning protocols.

A Statistical Guide for the Ethically Perplexed

A Statistical Guide for the Ethically Perplexed PDF Author: Lawrence Hubert
Publisher: CRC Press
ISBN: 1439873682
Category : Mathematics
Languages : en
Pages : 588

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Book Description
For disciplines concerned with human well-being, such as medicine, psychology, and law, statistics must be used in accordance with standards for ethical practice. A Statistical Guide for the Ethically Perplexed illustrates the proper use of probabilistic and statistical reasoning in the behavioral, social, and biomedical sciences. Designed to be consulted when learning formal statistical techniques, the text describes common instances of both correct and false statistical and probabilistic reasoning. Lauded for their contributions to statistics, psychology, and psychometrics, the authors make statistical methods relevant to readers’ day-to-day lives by including real historical situations that demonstrate the role of statistics in reasoning and decision making. The historical vignettes encompass the English case of Sally Clark, breast cancer screening, risk and gambling, the Federal Rules of Evidence, "high-stakes" testing, regulatory issues in medicine, difficulties with observational studies, ethics in human experiments, health statistics, and much more. In addition to these topics, seven U.S. Supreme Court decisions reflect the influence of statistical and psychometric reasoning and interpretation/misinterpretation. Exploring the intersection of ethics and statistics, this comprehensive guide assists readers in becoming critical and ethical consumers and producers of statistical reasoning and analyses. It will help them reason correctly and use statistics in an ethical manner.

Clinical Drug Trials

Clinical Drug Trials PDF Author: Valérie Junod
Publisher:
ISBN:
Category : Drugs
Languages : en
Pages : 594

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Book Description


Transparent and Reproducible Social Science Research

Transparent and Reproducible Social Science Research PDF Author: Garret Christensen
Publisher: Univ of California Press
ISBN: 0520969235
Category : Social Science
Languages : en
Pages : 272

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Book Description
Recently, social science has had numerous episodes of influential research that was found invalid when placed under rigorous scrutiny. The growing sense that many published results are potentially erroneous has made those conducting social science research more determined to ensure the underlying research is sound. Transparent and Reproducible Social Science Research is the first book to summarize and synthesize new approaches to combat false positives and non-reproducible findings in social science research, document the underlying problems in research practices, and teach a new generation of students and scholars how to overcome them. Understanding that social science research has real consequences for individuals when used by professionals in public policy, health, law enforcement, and other fields, the book crystallizes new insights, practices, and methods that help ensure greater research transparency, openness, and reproducibility. Readers are guided through well-known problems and are encouraged to work through new solutions and practices to improve the openness of their research. Created with both experienced and novice researchers in mind, Transparent and Reproducible Social Science Research serves as an indispensable resource for the production of high quality social science research.

Am I A Danger To Public

Am I A Danger To Public PDF Author: Chandrika Barman
Publisher: Walnut Publication
ISBN: 9389744458
Category : Psychology
Languages : en
Pages : 217

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Book Description
The book contains psychiatric expert reports of six psychiatrists. These expert reports were accepted by an Australian judge in criminal court. They are reports about an Indian doctor working in Australia. They are trying to find out if Indian Hindu religious beliefs are enough evidence of psychosis, delusion, and schizophrenic kind of mental illness. The true story is about political psychiatry in Australia. Where, if you give evidence in a political enquiry against the Australian government, the government will do anything to brand you mentally impaired, use your religious beliefs and identity against you to smear you as mentally impaired, and destroy your reputation and then your money and career as a punishment only for giving evidence against them in a political enquiry.

Rehabilitation for the Postsurgical Orthopedic Patient

Rehabilitation for the Postsurgical Orthopedic Patient PDF Author: Lisa Maxey
Publisher: Elsevier Health Sciences
ISBN: 0323077471
Category : Medical
Languages : en
Pages : 665

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Book Description
With detailed descriptions of orthopedic surgeries, Rehabilitation for the Postsurgical Orthopedic Patient, 3rd Edition provides current, evidence-based guidelines to designing effective rehabilitation strategies. Coverage of each condition includes an overview of the orthopedic patient's entire course of treatment from pre- to post-surgery. For each phase of rehabilitation, this book describes the postoperative timeline, the goals, potential complications and precautions, and appropriate therapeutic procedures. New to this edition are a full-color design and new chapters on disc replacement, cartilage replacement, hallux valgus, and transitioning the running athlete. Edited by Lisa Maxey and Jim Magnusson, and with chapters written by both surgeons and physical therapists, Rehabilitation for the Postsurgical Orthopedic Patient provides valuable insights into the use of physical therapy in the rehabilitation process. Comprehensive, evidence-based coverage provides an overview of the orthopedic patient's entire course of treatment from pre- to post-surgery, including a detailed look at the surgical procedures and therapy guidelines that can be used to design the appropriate rehabilitation programs. Case study vignettes with critical thinking questions help you develop critical reasoning skills. Indications and considerations for surgery describe the mechanics of the injury and the repair process so you can plan an effective rehabilitation program. Therapy guidelines cover each phase of rehabilitation with specifics as to the expected time span and goals for each phase. Evidence-based coverage includes the latest clinical research to support treatment decisions. Overview of soft tissue and bone healing considerations after surgery helps you understand the rationale behind the timelines for the various physical therapy guidelines. A Troubleshooting section in each chapter details potential pitfalls in the recovery from each procedure. Over 300 photos and line drawings depict concepts, procedures, and rehabilitation. Detailed tables break down therapy guidelines and treatment options for quick reference. Expert contributors include surgeons describing the indications and considerations for surgery as well as the surgery itself, and physical or occupational therapists discussing therapy guidelines. New coverage of current orthopedic surgeries and rehabilitation includes topics such as disc replacement, cartilage replacement, hallux valgus, and transitioning the running athlete. New full-color design and illustrations visually reinforce the content. Updated Suggested Home Maintenance boxes in every chapter provide guidance for patients returning home. References linked to MEDLINE abstracts make it easy to access evidence-based information for better clinical decision-making.