Andersen R., Armstrong D. Presenting Statistical Results Effectively 2022

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Andersen R., Armstrong D. Presenting Statistical Results Effectively 2022

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Textbook in PDF format Perfect for any statistics student or researcher, this book offers hands-on guidance on how to interpret and discuss your results in a way that not only gives them meaning, but also achieves maximum impact on your target audience. No matter what variables your data involves, it offers a roadmap for analysis and presentation that can be extended to other models and contexts. Dedications Table of Contents List of Figures List of Tables About the Authors Preface Some Foundation General Principles of Effective Presentation Best Practices for Graphs and Tables Methods for Visualizing Distributions Exploring and Describing Relationships The Linear Model The Linear Regression Model Assessing the Impact and Importance of Multi-category Explanatory Variables Identifying and Handling Problems in Linear Models Modelling and Presentation of Curvilinear Effects Interaction Effects in Linear Models he Generalized Linear Model and Extensions Generalized Linear Models Categorical Dependent Variables Conclusions and Recommendations Appendix: Data and Computing References Index