醫(yī)用統(tǒng)計學(xué)Medical Statistics

內(nèi)容概要

Univ. College London, UK. Basic introduction to the underlying concepts of medical statistics and guide to commonly used procedures. Key features include: worked examples to accompany each topic, and emphasis on computer analysis of data rather than hand calculations. To be used as a reference and revision summary. Softcover.

書籍目錄

Preface, 6Handling data1  Types of data, 82  Dataentry, 103  Error checking and outliers, 124  Displaying data graphically, 145  Describing data (1): the'average', 166  Describing data (2): the'spread', 187  Theoretical distributions (1): the Normal distribution, 208  Theoretical distributions (2): other distributions, 229  Transformations, 24  Sampling and estimation10  Sampling and sampling distributions, 2611  Confidence intervals,28  Study design12  Study design I, 3013  Study design II, 3214  Clinical trials, 3415  Cohort studies, 3716  Case-control studies, 40  Hypothesis testing17  Hypothesis testing, 4218  Errors in hypothesis testing, 44  Basic techniques for analysing data  Numerical data:19  A single group, 4620  Two related groups, 4921  Two unrelated groups, 5222  More than two groups, 55  Categorical data:23  A single proportion,5824  Two proportions, 6125  More than two categories, 64  Regression and correlation:26  Correlation, 6727  The theory of linear regression, 7028  Performing a linear regression analysis,7229  Multiple linear regression, 7530  Polynomial and logistic regression, 7831  Statistical modelling, 80  Important considerations:32  Checking assumptions, 8233  Sample size calculations, 8434  Presenting results, 87  Additional topics35  Diagnostic tools, 9036  Assessing agreement, 9337  Evidence-based medicine, 9638  Systematic reviews and recta-analysis,9839  Methods for repeated measures, 10140  Time series, 10441  Survival analysis, 10642  Bayesian methods, 109  AppendicesA  Statistical tables, 112B  Altman's nomogram for sample size calculations, 119C  Typical computer output, 120D  Glossary of terms,127Index, 135

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