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Introduction to Biostatistical Applications in Health Research with Microsoft Office Excel and R

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Hirsch, Robert P.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Newark : John Wiley & Sons, Incorporated, 2021.
Edición:2nd ed.
Temas:
Acceso en línea:Texto completo

MARC

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035 |a (OCoLC)1236261391 
050 4 |a HF5548.4.M523  |b .H577 2021 
082 0 4 |a 610.285 
049 |a UAMI 
100 1 |a Hirsch, Robert P. 
245 1 0 |a Introduction to Biostatistical Applications in Health Research with Microsoft Office Excel and R  |h [electronic resource]. 
250 |a 2nd ed. 
260 |a Newark :  |b John Wiley & Sons, Incorporated,  |c 2021. 
300 |a 1 online resource (640 p.) 
500 |a Description based upon print version of record. 
505 0 |a Cover -- Title Page -- Copyright -- Contents -- Preface to First Edition -- Preface to Second Edition -- About the Companion Website -- Chapter 1 Thinking About Chance -- 1.1 Properties of Probability -- 1.2 Combinations of Event -- 1.2.1 Intersections -- 1.2.2 Unions -- 1.3 Bayes' Theorem -- Chapter Summary -- Exercises -- Chapter 2 Describing Distributions -- 2.1 Types of Data -- 2.2 Describing Distributions Graphically -- 2.2.1 Graphing Discrete Data -- 2.2.2 Graphing Continuous Data -- 2.3 Describing Distributions Mathematically -- 2.3.1 Parameter of Location 
505 8 |a 2.3.2 Parameter of Dispersion -- 2.4 Taking Chance into Account -- 2.4.1 Standard Normal Distribution -- Chapter Summary -- Exercises -- Chapter 3 Examining Samples -- 3.1 Nature of Samples -- 3.2 Estimation -- 3.2.1 Point Estimates -- 3.2.2 The Sampling Distribution -- 3.2.3 Interval Estimates -- 3.3 Hypothesis Testing -- 3.3.1 Relationship Between Interval Estimation and Hypothesis Testing -- Chapter Summary -- Exercises -- Chapter 4 Univariable Analysis of a Continuous Dependent Variable -- 4.1 Student's t-Distribution -- 4.2 Interval Estimation -- 4.3 Hypothesis Testing -- Chapter Summary 
505 8 |a Exercises -- Chapter 5 Univariable Analysis of an Ordinal Dependent Variable -- 5.1 Nonparametric Methods -- 5.2 Estimation -- 5.3 Wilcoxon Signed-Rank Test -- 5.4 Statistical Power of Nonparametric Tests -- Chapter Summary -- Exercises -- Chapter 6 Univariable Analysis of a Nominal Dependent Variable -- 6.1 Distribution of Nominal Data -- 6.2 Point Estimates -- 6.2.1 Probabilities -- 6.2.2 Rates -- 6.3 Sampling Distributions -- 6.3.1 Binomial Distribution -- 6.3.2 Poisson Distribution -- 6.4 Interval Estimation -- 6.5 Hypothesis Testing -- Chapter Summary -- Exercises 
505 8 |a Chapter 7 Bivariable Analysis of a Continuous Dependent Variable -- 7.1 Continuous Independent Variable -- 7.1.1 Regression Analysis -- 7.1.2 Correlation Analysis -- 7.2 Ordinal Independent Variable -- 7.3 Nominal Independent Variable -- 7.3.1 Estimating the Difference between the Groups -- 7.3.2 Taking Chance into Account -- Chapter Summary -- Exercises -- Chapter 8 Bivariable Analysis of an Ordinal Dependent Variable -- 8.1 Ordinal Independent Variable -- 8.2 Nominal Independent Variable -- Chapter Summary -- Exercises -- Chapter 9 Bivariable Analysis of a Nominal Dependent Variable 
505 8 |a 9.1 Continuous Independent Variable -- 9.1.1 Estimation -- 9.1.2 Hypothesis Testing -- 9.2 Nominal Independent Variable -- 9.2.1 Dependent Variable Not Affected by Time: Unpaired Design -- 9.2.2 Hypothesis Testing -- 9.2.3 Dependent Variable Not Affected by Time: Paired Design -- 9.2.4 Dependent Variable Affected by Time -- Chapter Summary -- Exercises -- Chapter 10 Multivariable Analysis of a Continuous Dependent Variable -- 10.1 Continuous Independent Variables -- 10.1.1 Multiple Regression Analysis -- 10.1.2 Multiple Correlation Analysis -- 10.2 Nominal Independent Variables 
500 |a 10.2.1 Analysis of Variance. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
630 0 0 |a Microsoft Excel (Computer file) 
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776 0 8 |i Print version:  |a Hirsch, Robert P.  |t Introduction to Biostatistical Applications in Health Research with Microsoft Office Excel and R  |d Newark : John Wiley & Sons, Incorporated,c2021  |z 9781119722595 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6465882  |z Texto completo 
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