Statistics and Research Methods for Acute Care and General Surgeons
The main aim of this book is to offer an easy tool to read a scientific article with greater awareness, to understand and evaluate it more thoroughly, and to better plan research. Today, in the era of evidence-based medicine, both research and daily patient-focused clinical practice are no longer po...
| Other Authors: | , , , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2022, 2022
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| Edition: | 1st ed. 2022 |
| Series: | Hot Topics in Acute Care Surgery and Trauma
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Part I) Designing Your Research
- 1) Study Typology: An Overview
- 2) Diagnostic Studies Made Easy
- 3) Common Pitfalls in Research Design and Its Reporting
- Part II) Basic Statistical Analysis
- 4) Introduction to Statistical Method: Hypothesis, Aim, Errors, p-value, Bias
- 5) Analyzing Continuous Variables: Descriptive Statistics, Dispersion and Comparison
- 6) Analyzing Categorical Variable: Descriptive Statistics and Comparisons
- Part III) Advanced Statistics
- 7) Multiple Regressions
- 8) Survival Analyses of Surgical Data in Practice: How to Survive
- 9) Systematic Reviews and Meta-Analysis
- 10) Randomized Trials and Case Control Matching Techniques
- 11) Difference-in-Difference Techniques and Causal Inference
- 12) An Introduction to Machine Learning Based Predictive Modeling Methods for Acute Care and General Surgeons
- 13) Statistical Editor's Practical Advice for Data Analysis