Applied statistics for the social and health sciences:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York ; London
Routledge
2024
|
| Edition: | Second edition |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis Klappentext |
| Physical Description: | xix, 779 Seiten Diagramme |
| ISBN: | 9781032323442 9781032323435 |
Staff View
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Record in the Search Index
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Table of Contents in Brief Preface xv Part I Getting Ready I 1 Considering Examples of Scholarly Publications Modeling Social and Health Variables 3 2 Planning and Starting a Quantitative Research Project with Existing Data 23 Part II Describing the Data 3 Graphing and Summarizing Individual Variables 87 89 4 Introducing Population Estimation and Hypothesis Testing 151 5 Estimating and Testing the Association between Two Variables 211 Part III Estimating and Presenting Linear Regression Models 251 6 Introducing the Linear Regression Model with Two Continuous Variables 253 7 Considering Nonlinearity and Nonconstant Variance 321 8 Including Categorical Predictor Variables 407 9 Including More Than One Predictor Variable in the Model 449 10 Considering Interactions among Predictor Variables 525 Part IV Estimating and Presenting Generalized Linear Models 595 И Introducing the Generalized Linear Regression Model 597
x Table of Contents in Brief 12 Analyzing Dichotomous Outcomes 631 13 Analyzing Multi-Category Outcomes and Offering a Roadmap to Additional Models 705 Glossary/Index 751
Covering basic univariate and bivariate statistics and regression models for nominal, ordinal, and interval outcomes, Applied Statistics for the Social and Health Sciences provides graduate students in the social and health sciences with fundamental skills to estimate, interpret, and publish quantitative research using contemporary standards. Reflecting the growing importance of "Big Data" in the social and health sciences, this thoroughly revised and streamlined new edition covers best practice in the use of statistics in social and health sciences, draws upon new Literatures and empirical examples, and highlights the importance of statistical programming, including coding, reproducibility, transparency, and open science. Key features of the book include: • interweaving the teaching of statistical concepts with examples from publicly available social and health science data and literature excerpts; • thoroughly integrating the teaching of statistical theory with the teaching of data access, processing, and analysis in Stata; • recognizing debates and critiques of the origins and uses of quantitative methods. |
| adam_txt |
Table of Contents in Brief Preface xv Part I Getting Ready I 1 Considering Examples of Scholarly Publications Modeling Social and Health Variables 3 2 Planning and Starting a Quantitative Research Project with Existing Data 23 Part II Describing the Data 3 Graphing and Summarizing Individual Variables 87 89 4 Introducing Population Estimation and Hypothesis Testing 151 5 Estimating and Testing the Association between Two Variables 211 Part III Estimating and Presenting Linear Regression Models 251 6 Introducing the Linear Regression Model with Two Continuous Variables 253 7 Considering Nonlinearity and Nonconstant Variance 321 8 Including Categorical Predictor Variables 407 9 Including More Than One Predictor Variable in the Model 449 10 Considering Interactions among Predictor Variables 525 Part IV Estimating and Presenting Generalized Linear Models 595 И Introducing the Generalized Linear Regression Model 597
x Table of Contents in Brief 12 Analyzing Dichotomous Outcomes 631 13 Analyzing Multi-Category Outcomes and Offering a Roadmap to Additional Models 705 Glossary/Index 751
Covering basic univariate and bivariate statistics and regression models for nominal, ordinal, and interval outcomes, Applied Statistics for the Social and Health Sciences provides graduate students in the social and health sciences with fundamental skills to estimate, interpret, and publish quantitative research using contemporary standards. Reflecting the growing importance of "Big Data" in the social and health sciences, this thoroughly revised and streamlined new edition covers best practice in the use of statistics in social and health sciences, draws upon new Literatures and empirical examples, and highlights the importance of statistical programming, including coding, reproducibility, transparency, and open science. Key features of the book include: • interweaving the teaching of statistical concepts with examples from publicly available social and health science data and literature excerpts; • thoroughly integrating the teaching of statistical theory with the teaching of data access, processing, and analysis in Stata; • recognizing debates and critiques of the origins and uses of quantitative methods. |
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| author | Gordon, Rachel A. ca. 20./21. Jh |
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| callnumber-subject | HA - Statistics |
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| ctrlnum | (OCoLC)1414544042 (DE-599)BVBBV049389213 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
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| dewey-tens | 510 - Mathematics |
| discipline | Psychologie Mathematik |
| discipline_str_mv | Psychologie Mathematik |
| edition | Second edition |
| format | Book |
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| illustrated | Not Illustrated |
| index_date | 2024-07-03T23:00:50Z |
| indexdate | 2024-12-20T05:00:10Z |
| institution | BVB |
| isbn | 9781032323442 9781032323435 |
| language | English |
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| physical | xix, 779 Seiten Diagramme |
| publishDate | 2024 |
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| publishDateSort | 2024 |
| publisher | Routledge |
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| spelling | Gordon, Rachel A. ca. 20./21. Jh. Verfasser (DE-588)131126163X aut Applied statistics for the social and health sciences Rachel A. Gordon Second edition New York ; London Routledge 2024 xix, 779 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Sozialwissenschaften Social sciences Statistical methods Public health Statistical methods Gesundheitswissenschaften (DE-588)4249464-3 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Statistik (DE-588)4056995-0 s Sozialwissenschaften (DE-588)4055916-6 s Gesundheitswissenschaften (DE-588)4249464-3 s DE-604 Erscheint auch als Online-Ausgabe 978-1-003-31453-0 Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034716674&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034716674&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Gordon, Rachel A. ca. 20./21. Jh Applied statistics for the social and health sciences Sozialwissenschaften Social sciences Statistical methods Public health Statistical methods Gesundheitswissenschaften (DE-588)4249464-3 gnd Sozialwissenschaften (DE-588)4055916-6 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4249464-3 (DE-588)4055916-6 (DE-588)4056995-0 |
| title | Applied statistics for the social and health sciences |
| title_auth | Applied statistics for the social and health sciences |
| title_exact_search | Applied statistics for the social and health sciences |
| title_exact_search_txtP | Applied statistics for the social and health sciences |
| title_full | Applied statistics for the social and health sciences Rachel A. Gordon |
| title_fullStr | Applied statistics for the social and health sciences Rachel A. Gordon |
| title_full_unstemmed | Applied statistics for the social and health sciences Rachel A. Gordon |
| title_short | Applied statistics for the social and health sciences |
| title_sort | applied statistics for the social and health sciences |
| topic | Sozialwissenschaften Social sciences Statistical methods Public health Statistical methods Gesundheitswissenschaften (DE-588)4249464-3 gnd Sozialwissenschaften (DE-588)4055916-6 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Sozialwissenschaften Social sciences Statistical methods Public health Statistical methods Gesundheitswissenschaften Statistik |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034716674&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034716674&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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