ENGLISH

Medical statistics : for beginners

Book information

Publisher
Springer
Year
2017
ISBN
9789811019227, 9811019223, 9789811019234, 9811019231
Language
english
Format
PDF
Filesize
9 MB (9630676 bytes)
Pages
\187
Time added
2021-08-08 15:25:31

Description

Foreword Opinion Contents About the Author 1: Introduction 2: My Journey from a Rural Surgeon to an Author 3: Understanding Biostatistics, Probability, and Tests of Significance Skewed Distribution Curve 4: Understanding Basic Statistical Terms Measures of Central Tendency Measures of Dispersion or Spread Variance and Standard Deviation Confidence Interval and Confidence Level Errors Type 1 and Type 2 (Alpha and Beta, Respectively) Factors Increasing Type II Error (False Negativity) Conditional Probability Independence Normal or Gaussian Distribution and Skewed Distribution 5: Tests of Significance Chi-Square Test or Simply Chi Test Fisher’s Exact Test Formula for Fisher’s Test ! Is the Symbol for Factorial Student’s T Test or Gosset’s Test One- and Two-Tailed Tests Paired T Tests ANOVA Which Test to Use? Mann–Whitney–Wilcoxon (MWW) Test Summary 6: Other Commonly Used Concepts ANalysis Of VAriance (ANOVA) Rank Test: Wilcoxon Signed-Rank Test Risk and Risk Ratio Odds Odds Ratio Relative Risk Reduction (RRR), Absolute Risk Reduction (ARR), and Number Needed to Treat (NNT) Correlation: Relation Between Two Factors Positive Correlation Negative Correlation Correlation Coefficient (r) Regression Linear Regression Other Types of Regressions Logistic Regression Multiple Regression: To Predict an Outcome The Poisson Regression (Distribution) Cox Regression Survival Analysis Kaplan–Meier Estimator or Survival Graph Multivariate Analysis Power of a Study 7: Designing a Study/Clinical Trial/Dissertation, Etc. General Considerations Concerns While Designing a Trial Negative Results Teamwork Phases of Trials: Applies to New Drugs Some Commonly Used Terms Parallel Studies and Crossover Study Planning and Pilot Study Sample Size Pilot Study Collection and Compilation of Data Data Types of Study Data Collection Bias Sampling Sampling Errors and Nonsampling Errors Data Analysis and Inference Presentation of Data and Results Tables Bar Chart Pie Chart Line Chart Area Chart Doughnut Chart Histogram Difference Between Histogram and Bar Chart Clinical Audit Clinical Audit Versus Research Clinical Audit Is an Ongoing Process Problems with Audit Methodology 8: Writing an Article for Journals Clear Message Type of the Articles Quality Indicators of a Journal Indexing Impact Factor Uniform Requirement for Manuscript Submission What Happens After Submission? Common Reasons for Rejection of Article or Article Sent Back for Changes (Problems in the Article) Best Chance of Acceptance Plagiarism Peer Review Copyright Literature Review Scholarly Databases Limitations and Issues Open-Access Journals Publish or Perish? 9: Evidence-Based Medicine What Is EBM? Why Do We Need EBM? How? The Five-Step Approach to EBM Benefits of EBM Limitations of EBM 10: Model Example Postoperative Management Protocol to Be Followed Results Paper Index

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