Cover image for Statistics by Prescription.
Statistics by Prescription.
Title:
Statistics by Prescription.
Author:
roterman-konieczna, irena.
ISBN:
9788323382560
Personal Author:
Physical Description:
1 online resource (267 pages)
Contents:
INTRODUCTION -- STEP 1. Descriptive statistics - What we can learn aboutthe patients? -- STEP 1 - exercise. Preliminary data analysis -- STEP 2. We analyse the distribution of the measurablevariable -- STEP 2 - exercise. Data analysis -- STEP 3. The χ2 (chi-square) test of the goodness of fit -- STEP 3 - exercise. Checking the type of distribution -- STEP 4. T-test and F-test. How to estimate the differences between groups of patients? -- STEP 4 - exercise. F-test and T-test -- STEP 5. ANOVA test. How to compare more than two groups? -- STEP 5 - exercise. ANOVA test -- STEP 6. Correlation and regression. Are any variables mutually dependent? -- STEP 6 - exercise. Correlation and regression -- STEP 7. The Pearson's χ2 (chi-square) test. (The χ2 independence test). Is there any relation between qualitative variables? -- STEP 7 - exercise. χ2 (chi-square) test of independence -- STEP 8. Nonparametric tests (distribution-free tests). How about the data not representing the normal distribution? -- STEP 8 - exercise. Nonparametric tests (distribution free tests) -- STEP 9. COMPREHENSIVE ANALYSIS -- THE SUMMARY OF COMPREHENSIVE ANALYSIS -- STEP 9 - exercise. COMPREHENSIVE ANALYSIS -- STEP 10. Survival analysis - Is it possible to make prognosis? -- STEP 10 - exercise. Survival analysis -- RECAPITULATION -- AFTERWORD -- SUPPLEMENTARY TABLES -- VOCABULARY -- INDEX -- CONTENTS.
Abstract:
The manual presents the guide-like introduction to statistical techniques particulary oriented on medicine. The exercises present in the book make possible the self-education based on the international program SAS. I strongly support the distribution of this book among all medical libraries as well as all libraries of the natural science institutions. Reviewer prof. Andrzej, Les Warsaw University.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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