Biostatistics : basic concepts and methodology for the health sciences

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Biostatistics : basic concepts and methodology for the health sciences / Wayne W. Daniel

版:: 9th ed. International student version
資料種別:: 図書
出版情報:: Hoboken : J. Wiley, c2010
形態:: xi, 783, 151, 6 p. ; 25 cm
著者名:: Daniel, Wayne W., 1929- <DA00856373>
ISBN:: 9780470413333 [0470413336] (: pbk)
書誌ID:: BA89625137

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注記:

Includes bibliographical references and index

主題:

Biometry; Medical statistics

言語:

英語

目次情報:

Preface

Introduction To Biostatistics / 1：

Introduction / 1.1：

Some Basic Concepts / 1.2：

Measurement and Measurement Scales / 1.3：

Sampling and Statistical Inference / 1.4：

The Scientific Method and the Design of Experiments / 1.5：

Computers and Biostatistical Analysis / 1.6：

Summary / 1.7：

Review Questions and Exercises

References

Descriptive Statistics / 2：

The Ordered Array / 2.1：

Grouped Data: The Frequency Distribution / 2.3：

Descriptive Statistics: Measures of Central Tendency / 2.4：

Descriptive Statistics: Measures of Dispersion / 2.5：

Some Basic Probability Concepts / 2.6：

Two Views of Probability: Objective and Subjective / 3.1：

Elementary Properties of Probability / 3.3：

Calculating the Probability of an Event / 3.4：

Bayes? Theorem, Screening Tests, Sensitivity, Specificity, and Predictive Value Positive and Negative / 3.5：

Probability Distributions / 4：

Probability Distributions of Discrete Variables / 4.1：

The Binomial Distribution / 4.3：

The Poisson Distribution / 4.4：

Continuous Probability Distributions / 4.5：

The Normal Distribution / 4.6：

Normal Distribution Applications / 4.7：

Some Important Sampling Distributions / 4.8：

Sampling Distributions / 5.1：

Distribution of the Sample Mean / 5.3：

Distribution of the Difference Between Two Sample Means / 5.4：

Distribution of the Sample Proportion / 5.5：

Distribution of the Difference Between Two Sample Proportions / 5.6：

Estimation / 5.7：

Confidence Interval for a Population Mean / 6.1：

The t Distribution / 6.3：

Confidence Interval for the Difference Between Two Population Means / 6.4：

Confidence Interval for a Population Proportion / 6.5：

Confidence Interval for the Difference Between Two Population Proportions / 6.6：

Determination of Sample Size for Estimating Means / 6.7：

Determination of Sample Size for Estimating Proportions / 6.8：

Confidence Interval for the Variance of a Normally Distributed Population / 6.9：

Confidence Interval for the Ratio of the Variances of Two Normally Distributed Populations / 6.10：

Hypothesis Testing / 6.11：

Hypothesis Testing: A Single Population Mean / 7.1：

Hypothesis Testing: The Difference Between Two Population Means / 7.3：

Paired Comparisons / 7.4：

Hypothesis Testing: A Single Population Proportion / 7.5：

Hypothesis Testing: The Difference Between Two Population Proportions / 7.6：

Hypothesis Testing: A Single Population Variance / 7.7：

Hypothesis Testing: The Ratio of Two Population Variances / 7.8：

The Type II Error and the Power of a Test / 7.9：

Determining Sample Size to Control Type II Errors / 7.10：

Analysis Of Variance / 7.11：

The Completely Randomized Design / 8.1：

The Randomized Complete Block Design / 8.3：

The Repeated Measures Design / 8.4：

The Factorial Experiment / 8.5：

Simple Linear Regression And Correlation / 8.6：

The Regression Model / 9.1：

The Sample Regression Equation / 9.3：

Evaluating the Regression Equation / 9.4：

Using the Regression Equation / 9.5：

The Correlation Model / 9.6：

The Correlation Coefficient / 9.7：

Some Precautions / 9.8：

Multiple Regression And Correlation / 9.9：

The Multiple Linear Regression Model / 10.1：

Obtaining the Multiple Regression Equation / 10.3：

Evaluating the Multiple Regression Equation / 10.4：

Using the Multiple Regression Equation / 10.5：

The Multiple Correlation Model / 10.6：

Regression Analysis: Some Additional Techniques / 10.7：

Qualitative Independent Variables / 11.1：

Variable Selection Procedures / 11.3：

Logistic Regression / 11.4：

The Chi-Square Distribution And The Analysis Of Frequencies / 11.5：

The Mathematical Properties of the Chi-Square Distribution / 12.1：

Tests of Goodness-of-Fit / 12.3：

Tests of Independence / 12.4：

Tests of Homogeneity / 12.5：

The Fisher Exact Test / 12.6：

Relative Risk, Odds Ratio, and the Mantel-Haenszel Statistic / 12.7：

Survival Analysis / 12.8：

Nonparametric And Distribution-Free Statistics / 12.9：

Measurement Scales / 13.1：

The Sign Test / 13.3：

The Wilcoxon Signed-Rank Test for Location / 13.4：

The Median Test / 13.5：

The Mann-Whitney Test / 13.6：

The Kolmogorov-Smirnov Goodness-of-Fit Test / 13.7：

The Kruskal-Wallis One-Way Analysis of Variance by Ranks / 13.8：

The Friedman Two-Way Analysis of Variance by Ranks / 13.9：

The Spearman Rank Correlation / 13.10：

Coefficient

Nonparametric Regression Analysis / 13.11：

Vital Statistics / 13.12：

Death Rates and Ratios / 14.1：

Measures of Fertility / 14.3：

Measures of Morbidity / 14.4：

Appendix. Statistical Tables / 14.5：

Answers To Odd-Numbered Exercises

Index

Preface

Introduction To Biostatistics / 1：

Introduction / 1.1：

Some Basic Concepts / 1.2：

Measurement and Measurement Scales / 1.3：

Sampling and Statistical Inference / 1.4：

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