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Published by Princeton University Press, 2025
ISBN 10: 0691258775 ISBN 13: 9780691258775
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Published by Princeton University Press, 2025
ISBN 10: 0691258775 ISBN 13: 9780691258775
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Published by Princeton University Press, 2025
ISBN 10: 0691258775 ISBN 13: 9780691258775
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Published by Princeton University Press, 2025
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Published by Princeton University Press, 2025
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Published by Princeton University Press, 2025
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Published by Princeton University Press, 2025
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Published by Princeton University Press, 2025
ISBN 10: 0691258775 ISBN 13: 9780691258775
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Published by Princeton University Press Jun 2025, 2025
ISBN 10: 0691258775 ISBN 13: 9780691258775
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Taschenbuch. Condition: Neu. Neuware - An accessible guide to understanding statistics using simulations, with examples from a range of scientific disciplinesReal-world challenges such as small sample sizes, skewed distributions of data, biased sampling designs, and more predictors than data points are pushing the limits of classical statistical analysis. This textbook provides a new tool for the statistical toolkit: data simulations. It shows that using simulation and data-generating models is an excellent way to validate statistical reasoning and to augment study design and statistical analysis with planning and visualization. Although data simulations are not new to professional statisticians, Statistics by Simulation makes the approach accessible to a broader audience, with examples from many fields. It introduces the reasoning behind data simulation and then shows how to apply it in planning experiments or observational studies, developing analytical workflows, deploying model diagnostics, and developing new indices and statistical methods. ż Covers all steps of statistical practice, from planning projects to post-hoc analysis and model checkingż Provides examples from disciplines including sociology, psychology, ecology, economics, physics, and medicineż Includes R code for all examples, with data and code freely available onlineż Offers bullet-point outlines and summaries of each chapterż Minimizes the use of jargon and requires only basic statistical background and skills.
Language: English
Published by Princeton University Press, 2025
ISBN 10: 0691258775 ISBN 13: 9780691258775
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Taschenbuch. Condition: Neu. Statistics by Simulation | A Synthetic Data Approach | Aaron M. Ellison (u. a.) | Taschenbuch | Einband - flex.(Paperback) | Englisch | 2025 | Princeton University Press | EAN 9780691258775 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu.
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Published by Princeton University Press, 2025
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Published by Princeton University Press, 2025
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Published by Princeton University Press, 2025
ISBN 10: 0691273898 ISBN 13: 9780691273891
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Published by Princeton University Press, 2025
ISBN 10: 0691273898 ISBN 13: 9780691273891
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Published by Princeton University Press, 2025
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