The Resource Statistics for Advanced Practice Nurses and Health Professionals, Manfred Stommel, PhD, Katherine J. Dontje, PhD, FNP-BC

Statistics for Advanced Practice Nurses and Health Professionals, Manfred Stommel, PhD, Katherine J. Dontje, PhD, FNP-BC

Label
Statistics for Advanced Practice Nurses and Health Professionals
Title
Statistics for Advanced Practice Nurses and Health Professionals
Statement of responsibility
Manfred Stommel, PhD, Katherine J. Dontje, PhD, FNP-BC
Creator
Contributor
Author
Subject
Language
eng
Summary
This comprehensive, graduate-level text for advanced practice nurses and other health care professionals provides state-of-the-art tools that facilitate the reading and interpretation of articles in clinical journals that use increasingly complex statistical techniques. It goes beyond the usual offerings of such texts to address clinically relevant topics in bio-statistics such as survival analysis and evaluation of screening tests. The text emphasizes the importance of understanding the underlying logic of statistical texts and models in order to correctly interpret them and effectively trans
Cataloging source
NhCcYBP
http://library.link/vocab/creatorName
Stommel, Manfred
Dewey number
610.730727
Index
no index present
LC call number
RT68
LC item number
.S384 2014
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Dontje, Katherine J.
  • Ebooks Corporation
http://library.link/vocab/subjectName
  • Nursing
  • Clinical medicine
  • Biometry
  • Medical statistics
Label
Statistics for Advanced Practice Nurses and Health Professionals, Manfred Stommel, PhD, Katherine J. Dontje, PhD, FNP-BC
Link
http://www.umanitoba.eblib.com/EBLWeb/patron/?target=patron&extendedid=P_1696463_0
Instantiates
Publication
Copyright
Note
  • Description based upon print version of record
  • A Note on Confounding and Standardized Regression Coefficients
Antecedent source
unknown
Bibliography note
ReferencesChapter 9: One-Way Analysis of Variance; One-Way Anova with Multiple Groups; Multiple Comparisons and the Appropriate Significance-Level Criterion; Summary; Exercises; References; Chapter 10: Linear Regression and Pearson's r Correlation; The Anova Approach to Linear Regression; Assumptions of the Linear Regression Model; Linear Regression with Categorical Predictor Variables; Extension of the Linear Regression Model: Modified Functional Shapes; Pearson's r Correlation; Summary; Exercises; References; Chapter 11: Factorial Analysis of Variance and Analysis of Covariance
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Cover; Title; Copyright; Contents; Preface; Acknowledgments; Part I: Foundations for Statistical Thinking; Chapter 1: Introduction: The Role of Statistics in Research and Clinical Practice; References; Chapter 2: Properties of Variables: Levels of Measurement; Levels of Measurement; Statistics and Levels of Measurement; Summary; Exercises; References; Chapter 3: Descriptive Univariate Statistics; The Frequency Distribution; Measures of Central Tendency; Measures of Dispersion; Measures of the Shape of Frequency Distributions; Summary; Exercises; References; Chapter 4: Probabilities
  • ProbabilitySummary; Exercises; References; Chapter 5: Logic of Statistical Inference: The Sampling Distribution and Significance Tests; Statistical Inference After Random Sampling or Random Assignment; The Sampling Distribution; The Normal Distribution; Significance Testing; Trade-Offs Between Type I and Type II Errors; Summary; Exercises; Reference; Chapter 6: Standard Errors, Confidence Intervals, and the Power of Statistical Tests; Standard Error of the Mean (SEM); Drawing Inferences About Population Parameters: Confidence Intervals
  • Relationships Among CIs,Sample Sizes, and Standard ErrorsEffect Sizes and Statistical Power; Power Analysis and Sample Size; Exercises; References; Chapter 7: Research Designs and Statistical Analysis; Intervention Versus Observational Studies; Analysis of Correlated and Uncorrelated Data; Sampling Designs; Sources of Randomness in Health Care Research; Summary; Exercises; References; Part II: Models for Continuous/Interval-Level Outcome Measures; Chapter 8: t-Test; Varieties of t-Test; The One-Sample t-Test; The Independent-Sample t-Test; The Paired-Sample t-Test; Summary; Exercises
  • Factorial ANOVAGeneral Interpretation of Interaction Effects; Decomposition of Variance in Factorial ANOVA with Orthogonal/Balanced Designs; Analysis of Covariance(ANCOVA); Assumptions of ANOVA andANCOVA; Summary; Exercises; References; Chapter 12: Multiple Linear Regression; General form of the Multiple Linear Regression Model; Empirical Example of a Multiple Linear Regression Analysis; Interpreting a Linear Regression Equation; Confounding and Decomposition of Variance in Data from Observational Studies; Confounding and Multicollinearity
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9780826198259
Isbn Type
(electronic bk.)
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
not applicable
Reformatting quality
unknown
Reproduction note
Electronic reproduction.
Sound
unknown sound
Specific material designation
remote
System control number
(NhCcYBP)40023877659
Label
Statistics for Advanced Practice Nurses and Health Professionals, Manfred Stommel, PhD, Katherine J. Dontje, PhD, FNP-BC
Link
http://www.umanitoba.eblib.com/EBLWeb/patron/?target=patron&extendedid=P_1696463_0
Publication
Copyright
Note
  • Description based upon print version of record
  • A Note on Confounding and Standardized Regression Coefficients
Antecedent source
unknown
Bibliography note
ReferencesChapter 9: One-Way Analysis of Variance; One-Way Anova with Multiple Groups; Multiple Comparisons and the Appropriate Significance-Level Criterion; Summary; Exercises; References; Chapter 10: Linear Regression and Pearson's r Correlation; The Anova Approach to Linear Regression; Assumptions of the Linear Regression Model; Linear Regression with Categorical Predictor Variables; Extension of the Linear Regression Model: Modified Functional Shapes; Pearson's r Correlation; Summary; Exercises; References; Chapter 11: Factorial Analysis of Variance and Analysis of Covariance
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Cover; Title; Copyright; Contents; Preface; Acknowledgments; Part I: Foundations for Statistical Thinking; Chapter 1: Introduction: The Role of Statistics in Research and Clinical Practice; References; Chapter 2: Properties of Variables: Levels of Measurement; Levels of Measurement; Statistics and Levels of Measurement; Summary; Exercises; References; Chapter 3: Descriptive Univariate Statistics; The Frequency Distribution; Measures of Central Tendency; Measures of Dispersion; Measures of the Shape of Frequency Distributions; Summary; Exercises; References; Chapter 4: Probabilities
  • ProbabilitySummary; Exercises; References; Chapter 5: Logic of Statistical Inference: The Sampling Distribution and Significance Tests; Statistical Inference After Random Sampling or Random Assignment; The Sampling Distribution; The Normal Distribution; Significance Testing; Trade-Offs Between Type I and Type II Errors; Summary; Exercises; Reference; Chapter 6: Standard Errors, Confidence Intervals, and the Power of Statistical Tests; Standard Error of the Mean (SEM); Drawing Inferences About Population Parameters: Confidence Intervals
  • Relationships Among CIs,Sample Sizes, and Standard ErrorsEffect Sizes and Statistical Power; Power Analysis and Sample Size; Exercises; References; Chapter 7: Research Designs and Statistical Analysis; Intervention Versus Observational Studies; Analysis of Correlated and Uncorrelated Data; Sampling Designs; Sources of Randomness in Health Care Research; Summary; Exercises; References; Part II: Models for Continuous/Interval-Level Outcome Measures; Chapter 8: t-Test; Varieties of t-Test; The One-Sample t-Test; The Independent-Sample t-Test; The Paired-Sample t-Test; Summary; Exercises
  • Factorial ANOVAGeneral Interpretation of Interaction Effects; Decomposition of Variance in Factorial ANOVA with Orthogonal/Balanced Designs; Analysis of Covariance(ANCOVA); Assumptions of ANOVA andANCOVA; Summary; Exercises; References; Chapter 12: Multiple Linear Regression; General form of the Multiple Linear Regression Model; Empirical Example of a Multiple Linear Regression Analysis; Interpreting a Linear Regression Equation; Confounding and Decomposition of Variance in Data from Observational Studies; Confounding and Multicollinearity
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9780826198259
Isbn Type
(electronic bk.)
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
not applicable
Reformatting quality
unknown
Reproduction note
Electronic reproduction.
Sound
unknown sound
Specific material designation
remote
System control number
(NhCcYBP)40023877659

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