This extremely pragmatic and accessible reference provides scientists with a basic knowledge of statistics-focusing on the practical applications of statistical methods to research, quality control, and data analysis. Basic Statistics and Pharmaceutical Statistical Applications explores types of variables, random sampling, probability, measures of central tendency, and hypothesis (or significance) testing, discusses regression analysis, nonparametric tests, and power determination, and examines study designs, confidence intervals, dissolution testing, and bioequivalence. The author also describes the interrelation of hypotheses, test statistics, decision rules, computations, and statistical decisions and addresses testing factors such as precision, accuracy, bias, sensitivity, and selectivity Featuring almost 500 equations, tables, drawings, and references, Basic Statistics and Pharmaceutical Statistical Applications is required reading for pharmacists, analytical chemists, clinical trial monitors, medical writers, and upper-level undergraduate and graduate students in these disciplines.

Contenuti:

Introduction

Probability

Sampling

Presentation Modes

Measures of Central Tendency

The Normal Distribution and Confidence Interval

Hypothesis Testing

t-Tests

One-way Analysis of Variance (ANOVA)

Post Hoc Procedures

Factorial Designs: An Introduction

Correlation

Linear Regression

z-tests of Proportions

Chi Square Tests

Higher Order Tests for Discrete Variables

Nonparametric Tests

Statistical Tests for Bioequivalence

Outlier Tests

Statistical Errors in the Literature

Appendix A: Flow Charts for the Selection of Appropriate Tests

Appendix B: Statistical Tables

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Basic Statistics and Pharmaceutical Statistical Applications

De Muth, James E.

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