Statistics for advanced practice nurses and health professionals /:
"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 usua...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY :
Springer Publishing Company,
[2014]
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | "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 |
| Beschreibung: | 1 online resource (ix, 339 pages) |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9780826198259 0826198252 |
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| 100 | 1 | |a Stommel, Manfred, |e author. |0 http://id.loc.gov/authorities/names/n88636302 | |
| 245 | 1 | 0 | |a Statistics for advanced practice nurses and health professionals / |c Manfred Stommel, PhD, Katherine J. Dontje, PhD, FNP-BC. |
| 264 | 1 | |a New York, NY : |b Springer Publishing Company, |c [2014] | |
| 264 | 4 | |c ©2014 | |
| 300 | |a 1 online resource (ix, 339 pages) | ||
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| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Introductin: 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 | |a Print version record. | |
| 546 | |a English. | ||
| 650 | 0 | |a Nursing |x Statistical methods. | |
| 650 | 0 | |a Clinical medicine |x Statistical methods. | |
| 650 | 0 | |a Biometry. |0 http://id.loc.gov/authorities/subjects/sh85014244 | |
| 650 | 0 | |a Medical statistics. |0 http://id.loc.gov/authorities/subjects/sh85083031 | |
| 650 | 0 | |a Statistics. |0 http://id.loc.gov/authorities/subjects/sh85127580 | |
| 650 | 0 | |a Nurse practitioners. |0 http://id.loc.gov/authorities/subjects/sh85093316 | |
| 650 | 1 | 2 | |a Statistics as Topic |
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| 650 | 2 | 2 | |a Clinical Nursing Research |x methods |
| 650 | 2 | 2 | |a Nurse Practitioners |
| 650 | 6 | |a Médecine clinique |x Méthodes statistiques. | |
| 650 | 6 | |a Biométrie. | |
| 650 | 6 | |a Statistiques. | |
| 650 | 6 | |a Infirmières cliniciennes. | |
| 650 | 6 | |a Statistique. | |
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| 700 | 1 | |a Dontje, Katherine J., |e author. |0 http://id.loc.gov/authorities/names/n2014180778 | |
| 758 | |i has work: |a Statistics for advanced practice nurses and health professionals (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGvhcgP9g8PkQCT6d9Q4jd |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
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Datensatz im Suchindex
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| author | Stommel, Manfred Dontje, Katherine J. |
| author_GND | http://id.loc.gov/authorities/names/n88636302 http://id.loc.gov/authorities/names/n2014180778 |
| author_facet | Stommel, Manfred Dontje, Katherine J. |
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| contents | Introductin: 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. |
| ctrlnum | (OCoLC)880827420 |
| dewey-full | 610.730727 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 610 - Medicine and health |
| dewey-raw | 610.730727 |
| dewey-search | 610.730727 |
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| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
| format | Electronic eBook |
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| genre | Nurses Instruction Medical statistics fast Medical statistics. lcgft http://id.loc.gov/authorities/genreForms/gf2019026082 |
| genre_facet | Nurses Instruction Medical statistics Medical statistics. |
| id | ZDB-4-EBA-ocn880827420 |
| illustrated | Not Illustrated |
| indexdate | 2024-11-27T13:26:00Z |
| institution | BVB |
| isbn | 9780826198259 0826198252 |
| language | English |
| oclc_num | 880827420 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (ix, 339 pages) |
| psigel | ZDB-4-EBA |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Springer Publishing Company, |
| record_format | marc |
| spelling | Stommel, Manfred, author. http://id.loc.gov/authorities/names/n88636302 Statistics for advanced practice nurses and health professionals / Manfred Stommel, PhD, Katherine J. Dontje, PhD, FNP-BC. New York, NY : Springer Publishing Company, [2014] ©2014 1 online resource (ix, 339 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. Introductin: 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. "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 Print version record. English. Nursing Statistical methods. Clinical medicine Statistical methods. Biometry. http://id.loc.gov/authorities/subjects/sh85014244 Medical statistics. http://id.loc.gov/authorities/subjects/sh85083031 Statistics. http://id.loc.gov/authorities/subjects/sh85127580 Nurse practitioners. http://id.loc.gov/authorities/subjects/sh85093316 Statistics as Topic Biometry https://id.nlm.nih.gov/mesh/D001699 Clinical Nursing Research methods Nurse Practitioners Médecine clinique Méthodes statistiques. Biométrie. Statistiques. Infirmières cliniciennes. Statistique. biometrics. aat statistics. aat HEALTH & FITNESS Holism. bisacsh HEALTH & FITNESS Reference. bisacsh MEDICAL Alternative Medicine. bisacsh MEDICAL Atlases. bisacsh MEDICAL Essays. bisacsh MEDICAL Family & General Practice. bisacsh MEDICAL Holistic Medicine. bisacsh MEDICAL Osteopathy. bisacsh Statistics fast Nurse practitioners fast Biometry fast Clinical medicine Statistical methods fast Medical statistics fast Nursing Statistical methods fast Nurses Instruction Medical statistics. lcgft http://id.loc.gov/authorities/genreForms/gf2019026082 Dontje, Katherine J., author. http://id.loc.gov/authorities/names/n2014180778 has work: Statistics for advanced practice nurses and health professionals (Text) https://id.oclc.org/worldcat/entity/E39PCGvhcgP9g8PkQCT6d9Q4jd https://id.oclc.org/worldcat/ontology/hasWork Print version: Stommel, Manfred. Statistics for advanced practice nurses and health professionals. New York, NY : Springer Publishing Company, [2014] 9780826198242 (DLC) 2014002661 (OCoLC)869367661 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=782334 Volltext |
| spellingShingle | Stommel, Manfred Dontje, Katherine J. Statistics for advanced practice nurses and health professionals / Introductin: 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. Nursing Statistical methods. Clinical medicine Statistical methods. Biometry. http://id.loc.gov/authorities/subjects/sh85014244 Medical statistics. http://id.loc.gov/authorities/subjects/sh85083031 Statistics. http://id.loc.gov/authorities/subjects/sh85127580 Nurse practitioners. http://id.loc.gov/authorities/subjects/sh85093316 Statistics as Topic Biometry https://id.nlm.nih.gov/mesh/D001699 Clinical Nursing Research methods Nurse Practitioners Médecine clinique Méthodes statistiques. Biométrie. Statistiques. Infirmières cliniciennes. Statistique. biometrics. aat statistics. aat HEALTH & FITNESS Holism. bisacsh HEALTH & FITNESS Reference. bisacsh MEDICAL Alternative Medicine. bisacsh MEDICAL Atlases. bisacsh MEDICAL Essays. bisacsh MEDICAL Family & General Practice. bisacsh MEDICAL Holistic Medicine. bisacsh MEDICAL Osteopathy. bisacsh Statistics fast Nurse practitioners fast Biometry fast Clinical medicine Statistical methods fast Medical statistics fast Nursing Statistical methods fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85014244 http://id.loc.gov/authorities/subjects/sh85083031 http://id.loc.gov/authorities/subjects/sh85127580 http://id.loc.gov/authorities/subjects/sh85093316 https://id.nlm.nih.gov/mesh/D001699 http://id.loc.gov/authorities/genreForms/gf2019026082 |
| title | Statistics for advanced practice nurses and health professionals / |
| title_auth | Statistics for advanced practice nurses and health professionals / |
| title_exact_search | Statistics for advanced practice nurses and health professionals / |
| title_full | Statistics for advanced practice nurses and health professionals / Manfred Stommel, PhD, Katherine J. Dontje, PhD, FNP-BC. |
| title_fullStr | Statistics for advanced practice nurses and health professionals / Manfred Stommel, PhD, Katherine J. Dontje, PhD, FNP-BC. |
| title_full_unstemmed | Statistics for advanced practice nurses and health professionals / Manfred Stommel, PhD, Katherine J. Dontje, PhD, FNP-BC. |
| title_short | Statistics for advanced practice nurses and health professionals / |
| title_sort | statistics for advanced practice nurses and health professionals |
| topic | Nursing Statistical methods. Clinical medicine Statistical methods. Biometry. http://id.loc.gov/authorities/subjects/sh85014244 Medical statistics. http://id.loc.gov/authorities/subjects/sh85083031 Statistics. http://id.loc.gov/authorities/subjects/sh85127580 Nurse practitioners. http://id.loc.gov/authorities/subjects/sh85093316 Statistics as Topic Biometry https://id.nlm.nih.gov/mesh/D001699 Clinical Nursing Research methods Nurse Practitioners Médecine clinique Méthodes statistiques. Biométrie. Statistiques. Infirmières cliniciennes. Statistique. biometrics. aat statistics. aat HEALTH & FITNESS Holism. bisacsh HEALTH & FITNESS Reference. bisacsh MEDICAL Alternative Medicine. bisacsh MEDICAL Atlases. bisacsh MEDICAL Essays. bisacsh MEDICAL Family & General Practice. bisacsh MEDICAL Holistic Medicine. bisacsh MEDICAL Osteopathy. bisacsh Statistics fast Nurse practitioners fast Biometry fast Clinical medicine Statistical methods fast Medical statistics fast Nursing Statistical methods fast |
| topic_facet | Nursing Statistical methods. Clinical medicine Statistical methods. Biometry. Medical statistics. Statistics. Nurse practitioners. Statistics as Topic Biometry Clinical Nursing Research methods Nurse Practitioners Médecine clinique Méthodes statistiques. Biométrie. Statistiques. Infirmières cliniciennes. Statistique. biometrics. statistics. HEALTH & FITNESS Holism. HEALTH & FITNESS Reference. MEDICAL Alternative Medicine. MEDICAL Atlases. MEDICAL Essays. MEDICAL Family & General Practice. MEDICAL Holistic Medicine. MEDICAL Osteopathy. Statistics Nurse practitioners Clinical medicine Statistical methods Medical statistics Nursing Statistical methods Nurses Instruction |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=782334 |
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