Basic Statistical Techniques for Medical and Other Professionals 1st Edition by David J Smith, Sam Samuel – Ebook PDF Instant Download/Delivery: 9781003220138 ,1003220134
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Product details:
ISBN 10: 1003220134
ISBN 13: 9781003220138
Author: David J Smith, Sam Samuel
Basic Statistical Techniques for Medical and Other Professionals 1st Edition Table of contents:
1 Why One Needs Statistical Techniques
Variables and Attributes
Spread of a Variable
Correlation
Taking Samples
Very Large and Very Small Numbers
2 Probability and Its Rules
Empirical versus À Priori
Combining Probabilities
Mutually Exclusive Events
Conditional Probabilities
Given a Positive Test
Given a Negative Test
Comparison of the Two Outcomes
3 Dealing with Variables
Metrics
The Mean
The Standard Deviation (and Variance)
Grouped Data
A Range for Each Value
Making Inferences from the Mean and Standard Deviation
The Coefficient of Variation
Other Measures of Central Tendency (Types of Average)
Medians
Geometric Mean
4 Comparing Variables
Comparing the Standard Deviations
Comparing the Means
Double- and Single-Sided Inferences
5 Presenting Data and Establishing Trends
Visual Presentation of Data
Histograms
Graphs
Some Pitfalls
Supression
Extrapolation
Logarithmic Scales
Moving Averages
Control Charts
6 Dealing with Attributes
Binomial
Poisson
7 Testing for Significance (Attributes)
8 Correlation and Regression
Relating Two Variables
False Correlation
Establishing a Normal Distribution
9 Handling Numbers (Large and Small)
Big Numbers
Small Numbers
Multiplying and Dividing
Some Examples
Familiarity with Negative Exponents
10 An Introduction to Risk
Individual Risk of Fatality (per Exposure to an Activity)
Individual Risk of Fatality (per Annum)
Fatal Accident Frequency (FAFR)
Maximum Tolerable Risk
As Low as Reasonably Practicable (ALARP)
Variable versus Constant Rates
11 A Final Word
Appendices
Index
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Tags: David J Smith, Sam Samuel, Basic Statistical Techniques, Medical