Free download Basic Statistics A Primer for the Biomedical Sciences By Olive Jean Dunn 4th Edition

4th Edition

Authors of: Basic Statistics A Primer for the Biomedical Sciences By Olive Jean Dunn 4th Edition

Olive Jean Dunn

Virginia A. Clark

Table of Contents in Basic Statistics A Primer for the Biomedical Sciences By Olive Jean Dunn 4th Edition

Preface to the Fourth Edition

1. Introduction to Biostatistics
   1.1 Purpose of Studying Biostatistics
   1.2 Key Steps in Designing a Biomedical Study
   1.3 Common Types of Biomedical Research

Exercises | References

1. Populations and Samples
   2.1 Fundamental Concepts
   2.2 Types of Samples
   2.3 Techniques for Selecting Simple Random Samples
   2.4 Application of Sampling Methods in Biomedical Research

Exercises | References

1. Data Collection and Entry
   3.1 Preliminary Steps
   3.2 Data Entry Process
   3.3 Data Screening
   3.4 Creating a Codebook

Exercises | References

1. Organizing Data: Frequency Tables and Graphs
   4.1 Numerical Data Organization Methods
   4.2 Graphical Representation

Exercises | References

1. Measures of Central Tendency and Dispersion
   5.1 Measures of Central Tendency
   5.2 Measures of Variability
   5.3 Sampling Properties of Mean and Variance
   5.4 Selecting Appropriate Statistical Measures
   5.5 Common Graphical Methods for Data Representation

Exercises | References

1. The Normal Distribution
   6.1 Characteristics of the Normal Distribution
   6.2 Area Under the Normal Curve
   6.3 Significance of the Normal Distribution
   6.4 Assessing Data Normality
   6.5 Data Transformations

Exercises | References

1. Confidence Intervals for Population Means
   7.1 Constructing Confidence Intervals
   7.2 Sample Size Determination for Confidence Intervals
   7.3 The t-Distribution
   7.4 Confidence Intervals Using the t-Distribution
   7.5 Estimating Mean Differences: Unpaired Data
   7.6 Estimating Mean Differences: Paired Data

Exercises | References

1. Hypothesis Testing for Population Means
   8.1 Hypothesis Tests for a Single Mean
   8.2 Comparing Two Means: Unpaired Data
   8.3 Comparing Two Means: Paired Data
   8.4 Key Concepts in Statistical Testing
   8.5 Sample Size Considerations
   8.6 Confidence Intervals vs. Hypothesis Testing
   8.7 Adjustments for Multiple Comparisons
   8.8 Reporting Statistical Results

Exercises | References

1. Variance Estimation and Testing
   9.1 Point Estimates for Variances and Standard Deviations
   9.2 Testing for Equality of Two Variances: F-Test
   9.3 Approximate t-Test for Variances
   9.4 Additional Statistical Tests

Exercises | References

1. Proportions in Categorical Data
   10.1 Single Population Proportions
   10.2 Sampling Categorical Data
   10.3 Normal Approximation to the Binomial Distribution
   10.4 Confidence Intervals for Single Proportions
   10.5 Confidence Intervals for Differences in Proportions
   10.6 Hypothesis Tests for Population Proportions
   10.7 Determining Sample Size for Proportion Tests
   10.8 Using Statistical Software for Data Analysis

Exercises | References

1. Analyzing Two-Way Frequency Tables
   11.1 Types of Frequency Tables
   11.2 Relative Risk and Odds Ratios
   11.3 Chi-Square Tests for 2×2 Tables
   11.4 Chi-Square Tests for Larger Tables
   11.5 Additional Considerations

Exercises | References

1. Regression and Correlation
   12.1 Scatter Plots and Single-Sample Analysis
   12.2 Linear Regression with a Single Sample
   12.3 Correlation Between Two Variables in a Single Sample
   12.4 Linear Regression with Fixed-X Model Assumptions
   12.5 Additional Topics in Linear Regression

Exercises | References

1. Nonparametric Statistical Methods
   13.1 The Sign Test
   13.2 Wilcoxon Signed-Rank Test
   13.3 Wilcoxon-Mann-Whitney Test
   13.4 Spearman’s Rank Correlation

Exercises | References

1. Basics of Survival Analysis
   14.1 Survival Data Overview
   14.2 Understanding Survival Functions
   14.3 Estimating f(t), S(t), and h(t)
   14.4 Comparing Clinical Life Tables with the Kaplan-Meier Method
   14.5 Additional Survival Data Analyses

Exercises | References

Appendices
Appendix A: Statistical Tables
Appendix B: Solutions to Selected Exercises
Appendix C: Statistical Software Resources

• C.1 Computer Systems for Biomedical Research and Education
• C.2 Advances in Statistical Software Since 2000
• C.3 Selecting Statistical Software

Bibliography | Index

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Free download Basic Statistics A Primer for the Biomedical Sciences By Olive Jean Dunn 4th Edition

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