Understanding Statistics and Experimental Design
This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part I makes key concepts in statistics readily clear. Parts I and II give an overview of the most common tests (t-test, ANOVA, correlations) and...
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| Những tác giả chính: | , , |
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| Định dạng: | Online |
| Ngôn ngữ: | Tiếng Anh |
| Được phát hành: |
Springer Nature
2021
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| Những chủ đề: | |
| Truy cập trực tuyến: | 1007132 |
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| _version_ | 1869531315344244736 |
|---|---|
| author | Herzog, Michael H. Francis, Gregory Clarke, Aaron |
| author_browse | Clarke, Aaron Francis, Gregory Herzog, Michael H. |
| author_facet | Herzog, Michael H. Francis, Gregory Clarke, Aaron |
| author_sort | Herzog, Michael H. |
| collection | Directory of Open Access Books |
| description | This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part I makes key concepts in statistics readily clear. Parts I and II give an overview of the most common tests (t-test, ANOVA, correlations) and work out their statistical principles. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate. Finally, the textbook shows how complex statistics can be avoided by using clever experimental design. Both non-scientists and students in Biology, Biomedicine and Engineering will benefit from the book by learning the statistical basis of scientific claims and by discovering ways to evaluate the quality of scientific reports in academic journals and news outlets. |
| format | Online |
| id | doab-20.500.12854ir-34734 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-347342025-03-12T00:20:04Z Understanding Statistics and Experimental Design Herzog, Michael H. Francis, Gregory Clarke, Aaron Medicine Molecular biology Biostatistics Science education Statistics Experiential research Behavioral sciences Textbook thema EDItEUR::J Society and Social Sciences::JM Psychology::JMB Psychological methodology thema EDItEUR::J Society and Social Sciences::JN Education::JNU Teaching of a specific subject thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues::MBG Medical equipment and techniques::MBGR Medical research thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSV Zoology and animal sciences::PSVP Ethology and animal behaviour This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part I makes key concepts in statistics readily clear. Parts I and II give an overview of the most common tests (t-test, ANOVA, correlations) and work out their statistical principles. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate. Finally, the textbook shows how complex statistics can be avoided by using clever experimental design. Both non-scientists and students in Biology, Biomedicine and Engineering will benefit from the book by learning the statistical basis of scientific claims and by discovering ways to evaluate the quality of scientific reports in academic journals and news outlets. 2021-02-10T14:19:54Z 2021-02-10T14:19:54Z 2020-03-18 13:36:15 2020-04-01T09:00:49Z 2019 book 1007132 OCN: 1121482644 http://library.oapen.org/handle/20.500.12657/23029 https://directory.doabooks.org/handle/20.500.12854/34734 eng Learning Materials in Biosciences open access image/jpeg image/jpeg image/jpeg image/jpeg https://library.oapen.org/bitstream/20.500.12657/23029/1/1007132.pdf https://library.oapen.org/bitstream/20.500.12657/23029/1/1007132.pdf https://library.oapen.org/bitstream/20.500.12657/23029/1/1007132.pdf https://library.oapen.org/bitstream/20.500.12657/23029/1/1007132.pdf Springer Nature 10.1007/978-3-030-03499-3 10.1007/978-3-030-03499-3 9fa3421d-f917-4153-b9ab-fc337c396b5a 142 Cham open access |
| spellingShingle | Medicine Molecular biology Biostatistics Science education Statistics Experiential research Behavioral sciences Textbook thema EDItEUR::J Society and Social Sciences::JM Psychology::JMB Psychological methodology thema EDItEUR::J Society and Social Sciences::JN Education::JNU Teaching of a specific subject thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues::MBG Medical equipment and techniques::MBGR Medical research thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSV Zoology and animal sciences::PSVP Ethology and animal behaviour Herzog, Michael H. Francis, Gregory Clarke, Aaron Understanding Statistics and Experimental Design |
| title | Understanding Statistics and Experimental Design |
| title_full | Understanding Statistics and Experimental Design |
| title_fullStr | Understanding Statistics and Experimental Design |
| title_full_unstemmed | Understanding Statistics and Experimental Design |
| title_short | Understanding Statistics and Experimental Design |
| title_sort | understanding statistics and experimental design |
| topic | Medicine Molecular biology Biostatistics Science education Statistics Experiential research Behavioral sciences Textbook thema EDItEUR::J Society and Social Sciences::JM Psychology::JMB Psychological methodology thema EDItEUR::J Society and Social Sciences::JN Education::JNU Teaching of a specific subject thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues::MBG Medical equipment and techniques::MBGR Medical research thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSV Zoology and animal sciences::PSVP Ethology and animal behaviour |
| topic_facet | Medicine Molecular biology Biostatistics Science education Statistics Experiential research Behavioral sciences Textbook thema EDItEUR::J Society and Social Sciences::JM Psychology::JMB Psychological methodology thema EDItEUR::J Society and Social Sciences::JN Education::JNU Teaching of a specific subject thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues::MBG Medical equipment and techniques::MBGR Medical research thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSV Zoology and animal sciences::PSVP Ethology and animal behaviour |
| url | 1007132 |
| work_keys_str_mv | AT herzogmichaelh understandingstatisticsandexperimentaldesign AT francisgregory understandingstatisticsandexperimentaldesign AT clarkeaaron understandingstatisticsandexperimentaldesign |