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CITU |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20231014090732.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION |
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| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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200619s2021 nju o 000 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2020027952 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781119722649 |
| Qualifying information |
(epub) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781119722625 |
| Qualifying information |
(adobe pdf) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
9781119722595 |
| Qualifying information |
(cloth) |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Transcribing agency |
DLC |
| Description conventions |
rda |
| 041 ## - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
eng |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
R858 |
| 060 00 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER |
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| Classification number |
WA 950 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
610.285 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Preferred name for the person |
Hirsch, Robert P., |
| Relator term |
author. |
| 240 10 - UNIFORM TITLE |
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| Uniform title |
Introduction to biostatistical applications in health research with Microsoft Office Excel |
| 245 10 - TITLE STATEMENT |
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| Title |
Introduction to biostatistical applications in health research with Microsoft Office Excel and R / |
| Statement of responsibility, etc |
Robert P. Hirsch. |
| 250 ## - EDITION STATEMENT |
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| Edition statement |
Second edition. |
| 263 ## - PROJECTED PUBLICATION DATE |
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| Projected publication date |
2012 |
| 264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
Hoboken, NJ : |
| Name of publisher, distributor, etc |
John Wiley & Sons, Inc, |
| Date of publication, distribution, etc |
2021. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 online resource |
| 336 ## - CONTENT TYPE |
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| Content type term |
text |
| Content type code |
txt |
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rdacontent |
| 337 ## - MEDIA TYPE |
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computer |
| Media type code |
c |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 500 ## - GENERAL NOTE |
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| General note |
Preceded by Introduction to biostatistical applications in health research with Microsoft Office Excel / Robert P. Hirsch. 2016. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
ABOUT THE AUTHOR<br/>Robert P. Hirsch is on the faculty for the Foundation for the Advanced Education in the Sciences within the Graduate School at the National Institutes of Health. He is also a retired Professor of Epidemiology and Biostatistics and Adjunct Professor of Statistics at The George Washington University. Dr. Hirsch is the author of numerous books in the field of health research and practice. |
| 505 0# - CONTENTS |
|---|
| Formatted contents note |
TABLE OF CONTENTS<br/>Preface to First Edition xiii<br/><br/>Preface to Second Edition xv<br/><br/>About the Companion Website xvii<br/><br/>Part One Basic Concepts 1<br/><br/>1 Thinking About Chance 3<br/><br/>1.1 Properties of Probability 4<br/><br/>1.2 Combinations of Event 8<br/><br/>1.2.1 Intersections 8<br/><br/>1.2.2 Unions 13<br/><br/>1.3 Bayes’ Theorem 16<br/><br/>Chapter Summary 19<br/><br/>Exercises 20<br/><br/>2 Describing Distributions 25<br/><br/>2.1 Types of Data 26<br/><br/>2.2 Describing Distributions Graphically 27<br/><br/>2.2.1 Graphing Discrete Data 27<br/><br/>2.2.2 Graphing Continuous Data 30<br/><br/>2.3 Describing Distributions Mathematically 36<br/><br/>2.3.1 Parameter of Location 37<br/><br/>2.3.2 Parameter of Dispersion 41<br/><br/>2.4 Taking Chance into Account 48<br/><br/>2.4.1 Standard Normal Distribution 49<br/><br/>Chapter Summary 59<br/><br/>Exercises 62<br/><br/>3 Examining Samples 65<br/><br/>3.1 Nature of Samples 66<br/><br/>3.2 Estimation 67<br/><br/>3.2.1 Point Estimates 67<br/><br/>3.2.2 The Sampling Distribution 73<br/><br/>3.2.3 Interval Estimates 78<br/><br/>3.3 Hypothesis Testing 82<br/><br/>3.3.1 Relationship Between Interval Estimation and Hypothesis Testing 89<br/><br/>Chapter Summary 91<br/><br/>Exercises 93<br/><br/>Part Two Univariable Analyses 97<br/><br/>4 Univariable Analysis of A Continuous Dependent Variable 101<br/><br/>4.1 Student’s t-Distribution 103<br/><br/>4.2 Interval Estimation 106<br/><br/>4.3 Hypothesis Testing 109<br/><br/>Chapter Summary 113<br/><br/>Exercises 114<br/><br/>5 Univariable Analysis of An Ordinal Dependent Variable 119<br/><br/>5.1 Nonparametric Methods 120<br/><br/>5.2 Estimation 123<br/><br/>5.3 Wilcoxon Signed-Rank Test 124<br/><br/>5.4 Statistical Power of Nonparametric Tests 128<br/><br/>Chapter Summary 128<br/><br/>Exercises 129<br/><br/>6 Univariable Analysis of A Nominal Dependent Variable 133<br/><br/>6.1 Distribution of Nominal Data 134<br/><br/>6.2 Point Estimates 135<br/><br/>6.2.1 Probabilities 136<br/><br/>6.2.2 Rates 138<br/><br/>6.3 Sampling Distributions 142<br/><br/>6.3.1 Binomial Distribution 143<br/><br/>6.3.2 Poisson Distribution 146<br/><br/>6.4 Interval Estimation 149<br/><br/>6.5 Hypothesis Testing 151<br/><br/>Chapter Summary 155<br/><br/>Exercises 156<br/><br/>Part Three Bivariable Analyses 161<br/><br/>7 Bivariable Analysis of A Continuous Dependent Variable 163<br/><br/>7.1 Continuous Independent Variable 163<br/><br/>7.1.1 Regression Analysis 165<br/><br/>7.1.2 Correlation Analysis 189<br/><br/>7.2 Ordinal Independent Variable 207<br/><br/>7.3 Nominal Independent Variable 207<br/><br/>7.3.1 Estimating the Difference between the Groups 208<br/><br/>7.3.2 Taking Chance into Account 209<br/><br/>Chapter Summary 218<br/><br/>Exercises 221<br/><br/>8 Bivariable Analysis of An Ordinal Dependent Variable 227<br/><br/>8.1 Ordinal Independent Variable 228<br/><br/>8.2 Nominal Independent Variable 236<br/><br/>Chapter Summary 241<br/><br/>Exercises 243<br/><br/>9 Bivariable Analysis of A Nominal Dependent Variable 245<br/><br/>9.1 Continuous Independent Variable 246<br/><br/>9.1.1 Estimation 247<br/><br/>9.1.2 Hypothesis Testing 255<br/><br/>9.2 Nominal Independent Variable 258<br/><br/>9.2.1 Dependent Variable Not Affected by Time: Unpaired Design 259<br/><br/>9.2.2 Hypothesis Testing 266<br/><br/>9.2.3 Dependent Variable Not Affected by Time: Paired Design 277<br/><br/>9.2.4 Dependent Variable Affected by Time 283<br/><br/>Chapter Summary 286<br/><br/>Exercises 288<br/><br/>Part Four Multivariable Analyses 293<br/><br/>10 Multivariable Analysis of A Continuous Dependent Variable 295<br/><br/>10.1 Continuous Independent Variables 296<br/><br/>10.1.1 Multiple Regression Analysis 297<br/><br/>10.1.2 Multiple Correlation Analysis 317<br/><br/>10.2 Nominal Independent Variables 319<br/><br/>10.2.1 Analysis of Variance 320<br/><br/>10.2.2 Posterior Testing 331<br/><br/>10.3 Both Continuous and Nominal Independent Variables 340<br/><br/>10.3.1 Indicator (Dummy) Variables 341<br/><br/>10.3.2 Interaction Variables 343<br/><br/>10.3.3 General Linear Model 348<br/><br/>Chapter Summary 355<br/><br/>Exercises 358<br/><br/>11 Multivariable Analysis of An Ordinal Dependent Variable 367<br/><br/>11.1 Nonparametric Anova 369<br/><br/>11.2 Posterior Testing 375<br/><br/>Chapter Summary 380<br/><br/>Exercises 381<br/><br/>12 Multivariable Analysis of A Nominal Dependent Variable 385<br/><br/>12.1 Continuous and/or Nominal Independent Variables 387<br/><br/>12.1.1 Maximum Likelihood Estimation 387<br/><br/>12.1.2 Logistic Regression Analysis 389<br/><br/>12.1.3 Cox Regression Analysis 399<br/><br/>12.2 Nominal Independent Variables 401<br/><br/>12.2.1 Stratified Analysis 402<br/><br/>12.2.2 Relationship Between Stratified Analysis and Logistic Regression 410<br/><br/>12.2.3 Life Table Analysis 414<br/><br/>Chapter Summary 424<br/><br/>Exercises 427<br/><br/>13 Testing Assumptions 433<br/><br/>13.1 Continuous Dependent Variables 436<br/><br/>13.1.1 Assuming A Gaussian Distribution 437<br/><br/>13.1.2 Transforming Dependent Variables 477<br/><br/>13.1.3 Assuming Equal Variances 485<br/><br/>13.1.4 Assuming Additive Relationships 494<br/><br/>13.1.5 Dealing With Outliers 506<br/><br/>13.2 Nominal Dependent Variables 507<br/><br/>13.2.1 Assuming a Gaussian Distribution 507<br/><br/>13.2.2 Assuming Equal Variances 510<br/><br/>13.2.3 Assuming Additive Relationships 511<br/><br/>13.3 Independent Variables 511<br/><br/>Chapter Summary 513<br/><br/>Exercises 516<br/><br/>Appendix A: Flowcharts 521<br/><br/>Appendix B: Statistical Tables 527<br/><br/>Appendix C: Standard Distributions 597<br/><br/>Appendix D: Excel Primer 601<br/><br/>Appendix E: R Primer 605<br/><br/>Appendix F: Answers To Odd Exercises 609<br/><br/>Index 611 |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
"Focusing on a basic understanding of the methods and analyses in health research, Introduction to Biostatistical Applications in Health Research with Microsoft Office Excel, 2e provides statistical concepts for interpreting results using Excel. The book emphasizes the application of methods and presents the most common methodological procedures in health research, which includes multiple regression, ANOVA, ANCOVA, logistic regression, Cox regression, stratified analysis, life table analysis, and nonparametric parallels. Some updates for this new edition: The flowcharts from the first edition will be expanded to include indicators of the assumptions of each procedure. This will be added to facilitate selection of a statistical approach to analyze a particular set of data. The existing twelve chapters describing statistical principals and statistical methods will be maintained. They have been proven to provide students with a clear and useful approach to the subject in use as a textbook and workbook in a graduate statistics course. An additional chapter will be added to the book that discusses the assumptions of statistical procedures. This chapter will describe each assumption, tell how to determine if the assumption is appropriate for a particular set of data, and provide solutions to situations in which the assumptions are not me by the data set. This chapter will provide students and researchers with the information they need to select an appropriate method of analysis and to apply that method to a set of data. The workbook will include a corresponding chapter that will provide students with practice identifying assumptions, testing for their satisfaction, and applying solutions to violation of assumptions. R will also be included to broaden the appeal and audience for the book"-- |
| Assigning source |
Provided by publisher. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Description based on print version record and CIP data provided by publisher; resource not viewed. |
| 630 02 - SUBJECT ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Microsoft Excel (Computer file) |
| 650 12 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Biostatistics |
| General subdivision |
methods |
| Authority record control number |
https://id.nlm.nih.gov/mesh/D056808Q000379 |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Mathematical Computing |
| Authority record control number |
https://id.nlm.nih.gov/mesh/D008432 |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data Interpretation, Statistical |
| Authority record control number |
https://id.nlm.nih.gov/mesh/D003627 |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Software |
| 655 #0 - INDEX TERM--GENRE/FORM |
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| Genre/form data or focus term |
Electronic books. |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
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| Link text |
Full text is available at Wiley Online Library Click here to view |
| Uniform Resource Identifier |
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119722687 |
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20 |
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EBOOK |