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019 _a974552944
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020 _a9780826198259
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082 0 4 _a610.730727
_223
049 _aMAIN
100 1 _aStommel, Manfred,
_eauthor.
_9385701
245 1 0 _aStatistics for advanced practice nurses and health professionals /
_cManfred Stommel, PhD, Katherine J. Dontje, PhD, FNP-BC.
264 1 _aNew York, NY :
_bSpringer Publishing Company,
_c[2014]
264 4 _c©2014
300 _a1 online resource (ix, 339 pages)
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
504 _aIncludes bibliographical references and index.
505 0 _aIntroductin: the role of statistics in research and clinical practice -- Properties of variables: levels of measurement -- Descriptive univariate statistics -- Probabilities -- Logic of statistical inference: the sampling distribution and significance tests -- Standard errors, confidence intervals and the power of statistical tests -- Research designs and statistical analysis -- T-test -- Oneway analysis of variance -- Linear regression and Pearson's r correlation -- Factorial analysis of variance and analysis of covariance -- Multiple linear regression -- Repeated measures analysis of variance -- Introduction to mixed-effects regression models -- Non-parametric/ordinal statistics -- Frequency cross-tabulations: 2x2 tables -- Logistic regression with one independent variable -- Logistic regression models with multiple predictors -- Incidence rates, life tables and survival function -- Comparing survival functions in different groups and hazard regression -- Reliability coefficients and medical test evaluation -- Factor analysis -- Data management and privacy concerns.
520 _a"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 translate them into practice. It will also help readers to choose appropriate statistical methods for conducting their own translational research. With a focus on disseminating information in easily understandable language, the text addresses basic statistical reasoning and four different classes of statistical models. It provides refreshers on the algebraic underpinnings of statistics in the appendices and more complex algebraic derivations in highlighted boxes throughout the text. This includes how to manipulate the exponential expressions and logarithms necessary for logistic and hazard regression models. The book also features clear explanations of more sophisticated statistical models, inference, and analyses. Chapters present examples from current research and multiple exercises designed to reinforce learning. These include both hand calculations and data analysis using SPSS or STATA software. Additionally, data sets for practice are available from the Springer Publishing website with instructions for producing output shown in the text in SPSS, STATA, SAS, and Microsoft Excel formats. A chapter on data management practices and ethical issues of privacy maintenance is also included"--Provided by publisher.
588 0 _aPrint version record.
546 _aEnglish.
590 _aeBooks on EBSCOhost
_bEBSCO eBook Subscription Academic Collection - Worldwide
650 0 _aNursing
_xStatistical methods.
_91009617
650 0 _aClinical medicine
_xStatistical methods.
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650 0 _aBiometry.
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650 0 _aMedical statistics.
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650 0 _aStatistics.
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650 0 _aNurse practitioners.
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650 1 2 _aStatistics as Topic
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650 2 2 _aClinical Nursing Research
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650 2 2 _aNurse Practitioners
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650 2 _aBiometry
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650 4 _aOmvårdnad.
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650 4 _aStatistik.
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650 6 _aMédecine clinique
_xMéthodes statistiques.
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650 6 _aBiométrie.
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650 6 _aStatistiques.
_9513
650 6 _aInfirmières cliniciennes.
_9871689
650 7 _abiometrics.
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_969996
650 7 _aHEALTH & FITNESS
_xHolism.
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_9849374
650 7 _aHEALTH & FITNESS
_xReference.
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_9849375
650 7 _aMEDICAL
_xAlternative Medicine.
_2bisacsh
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650 7 _aMEDICAL
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650 7 _aMEDICAL
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650 7 _aMEDICAL
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650 7 _aMEDICAL
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650 7 _aMEDICAL
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650 7 _aBiometry.
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650 7 _aClinical medicine
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650 7 _aMedical statistics.
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650 7 _aNursing
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655 0 _aElectronic books.
655 2 _aNurses Instruction
_9858540
655 4 _aElectronic books.
655 7 _aMedical statistics.
_2lcgft
_9884525
700 1 _aDontje, Katherine J.,
_eauthor.
_9385704
776 0 8 _iPrint version:
_aStommel, Manfred.
_tStatistics for advanced practice nurses and health professionals.
_dNew York, NY : Springer Publishing Company, [2014]
_z9780826198242
_w(DLC) 2014002661
_w(OCoLC)869367661
856 4 0 _uhttps://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=782334
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