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Biostatistics for Dummies: An Introduction (For Dummies)

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Notă GoodReads:
en Limba Engleză Carte Paperback – 16 Aug 2013
Learn to:
  • Understand key statistical concepts as they relate to biological sciences
  • Interpret biological and statistical data in any setting
  • Score your highest in your biostatistics course
Baffled by biostatistics?
Biostatisticians are charged with finding answers to some of the world′s most pressing health questions: How safe or effective are drugs hitting the market today? What causes autism? What are the risk factors for cardiovascular disease? Covering the most relevant topics you′ll encounter in a biostatistics course, Biostatistics For Dummies gives you plain–English explanations of important concepts and plenty of examples.
  • Back to the basics get up to speed on math and statistics concepts, find advice on selecting statistical software, and get an overview of clinical research
  • The deal with data find out how to collect data properly, summarize it concisely, display it in tables and graphs, and describe its qualities
  • Size it up grasp the most common statistical techniques for comparing groups: t tests, ANOVAs, chi–square tests, and Fisher Exact tests
  • Let′s regress learn how to test for and quantify the relationship between two or more variables, from a simple straight–line regression to multiple, logistic, nonlinear, and other kinds of regression
  • Survive and thrive see how to calculate survival curves, test for a difference in survival between two or more groups of subjects, and apply the methods of regression analysis to survival data
Open the book and find:
  • Basic math and statistical formulas, concepts, and techniques you need to know
  • The big picture of clinical research
  • How to summarize and graph data
  • The scoop on accuracy, precision, standard errors, and confidence intervals
  • Ways to compare groups
  • Common distribution functions
  • Simple rules for sample–size calculations
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Specificații

ISBN-13: 9781118553985
ISBN-10: 1118553985
Pagini: 408
Ilustrații: illustrations
Dimensiuni: 188 x 233 x 24 mm
Greutate: 0.55 kg
Editura: FOR DUMMIES
Seria For Dummies

Locul publicării: Hoboken, United States

Public țintă

Biostatistics and bioinformatics are both tested on the United States Medical Licensing Examination (USMLE).  Biostatistics For Dummies appeals to those studying for the USMLE as well as for those currently enrolled in a biostatistics course.

Textul de pe ultima copertă

Learn to:
  • Understand key statistical concepts as they relate to biological sciences
  • Interpret biological and statistical data in any setting
  • Score your highest in your biostatistics course
Baffled by biostatistics?
Biostatisticians are charged with finding answers to some of the world′s most pressing health questions: How safe or effective are drugs hitting the market today? What causes autism? What are the risk factors for cardiovascular disease? Covering the most relevant topics you′ll encounter in a biostatistics course, Biostatistics For Dummies gives you plain–English explanations of important concepts and plenty of examples.
  • Back to the basics get up to speed on math and statistics concepts, find advice on selecting statistical software, and get an overview of clinical research
  • The deal with data find out how to collect data properly, summarize it concisely, display it in tables and graphs, and describe its qualities
  • Size it up grasp the most common statistical techniques for comparing groups: t tests, ANOVAs, chi–square tests, and Fisher Exact tests
  • Let′s regress learn how to test for and quantify the relationship between two or more variables, from a simple straight–line regression to multiple, logistic, nonlinear, and other kinds of regression
  • Survive and thrive see how to calculate survival curves, test for a difference in survival between two or more groups of subjects, and apply the methods of regression analysis to survival data
Open the book and find:
  • Basic math and statistical formulas, concepts, and techniques you need to know
  • The big picture of clinical research
  • How to summarize and graph data
  • The scoop on accuracy, precision, standard errors, and confidence intervals
  • Ways to compare groups
  • Common distribution functions
  • Simple rules for sample–size calculations

Cuprins

Introduction 1 Part I: Beginning with Biostatistics Basics 7
Chapter 1: Biostatistics 101 9
Chapter 2: Overcoming Mathophobia: Reading and Understanding Mathematical Expressions 17
Chapter 3: Getting Statistical: A Short Review of Basic Statistics 31
Chapter 4: Counting on Statistical Software 51
Chapter 5: Conducting Clinical Research 61
Chapter 6: Looking at Clinical Trials and Drug Development 77
Part II: Getting Down and Dirty with Data 91
Chapter 7: Getting Your Data into the Computer 93
Chapter 8: Summarizing and Graphing Your Data 103
Chapter 9: Aiming for Accuracy and Precision 121
Chapter 10: Having Confidence in Your Results 133
Chapter 11: Fuzzy In Equals Fuzzy Out: Pushing Imprecision through a Formula 143
Part III: Comparing Groups 153
Chapter 12: Comparing Average Values between Groups 155
Chapter 13: Comparing Proportions and Analyzing Cross–Tabulations 173
Chapter 14: Taking a Closer Look at Fourfold Tables 189
Chapter 15: Analyzing Incidence and Prevalence Rates in Epidemiologic Data 203
Chapter 16: Feeling Noninferior (Or Equivalent) 211
Part IV: Looking for Relationships with Correlation and Regression 219
Chapter 17: Introducing Correlation and Regression 221
Chapter 18: Getting Straight Talk on Straight–Line Regression 233
Chapter 19: More of a Good Thing: Multiple Regression 251
Chapter 20: A Yes–or–No Proposition: Logistic Regression 267
Chapter 21: Other Useful Kinds of Regression 291
Part V: Analyzing Survival Data 311
Chapter 22: Summarizing and Graphing Survival Data 313
Chapter 23: Comparing Survival Times 331
Chapter 24: Survival Regression 339
Part VI: The Part of Tens 357
Chapter 25: Ten Distributions Worth Knowing 359
Chapter 26: Ten Easy Ways to Estimate How Many Subjects You Need 369
Index 375

Notă biografică

John C. Pezzullo, PhD, has held faculty appointments in the departments of biomathematics and biostatistics, pharmacology, nursing, and internal medicine at Georgetown University. He is semi–retired and continues to teach biostatistics and clinical trial design online to Georgetown University students.