Practical Statistics for Pharmaceutical Analysis

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Release : 2019-12-10
Genre : Medical
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Book Rating : 890/5 ( reviews)

Practical Statistics for Pharmaceutical Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Practical Statistics for Pharmaceutical Analysis write by James E. De Muth. This book was released on 2019-12-10. Practical Statistics for Pharmaceutical Analysis available in PDF, EPUB and Kindle. This is an introductory statistics book designed to provide scientists with practical information needed to apply the most common statistical tests to laboratory research data. The book is designed to be practical and applicable, so only minimal information is devoted to theory or equations. Emphasis is placed on the underlying principles for effective data analysis and survey the statistical tests. It is of special value for scientists who have access to Minitab software. Examples are provides for all the statistical tests and explanation of the interpretation of these results presented with Minitab (similar to results for any common software package). The book is specifically designed to contribute to the AAPS series on advances in the pharmaceutical sciences. It benefits professional scientists or graduate students who have not had a formal statistics class, who had bad experiences in such classes, or who just fear/don’t understand statistics. Chapter 1 focuses on terminology and essential elements of statistical testing. Statistics is often complicated by synonyms and this chapter established the terms used in the book and how rudiments interact to create statistical tests. Chapter 2 discussed descriptive statistics that are used to organize and summarize sample results. Chapter 3 discussed basic assumptions of probability, characteristics of a normal distribution, alternative approaches for non-normal distributions and introduces the topic of making inferences about a larger population based on a small sample from that population. Chapter 4 discussed hypothesis testing where computer output is interpreted and decisions are made regarding statistical significance. This chapter also deasl with the determination of appropriate sample sizes. The next three chapters focus on tests that make decisions about a population base on a small subset of information. Chapter 5 looks at statistical tests that evaluate where a significant difference exists. In Chapter 6 the tests try to determine the extent and importance of relationships. In contrast to fifth chapter, Chapter 7 presents tests that evaluate the equivalence, not the difference between levels being tested. The last chapter deals with potential outlier or aberrant values and how to statistically determine if they should be removed from the sample data. Each statistical test presented includes an example problem with the resultant software output and how to interpret the results. Minimal time is spent on the mathematical calculations or theory. For those interested in the associated equations, supplemental figures are presented for each test with respective formulas. In addition, Appendix D presents the equations and proof for every output result for the various examples. Examples and results from the appropriate statistical results are displayed using Minitab 18Ò. In addition to the results, the required steps to analyze data using Minitab are presented with the examples for those having access to this software. Numerous other software packages are available, including based data analysis with Excel.

Pharmaceutical Statistics Using SAS

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Author :
Release : 2007
Genre : Computers
Kind :
Book Rating : 573/5 ( reviews)

Pharmaceutical Statistics Using SAS - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Pharmaceutical Statistics Using SAS write by Alex Dmitrienko. This book was released on 2007. Pharmaceutical Statistics Using SAS available in PDF, EPUB and Kindle. Introduces a range of data analysis problems encountered in drug development and illustrates them using case studies from actual pre-clinical experiments and clinical studies. Includes a discussion of methodological issues, practical advice from subject matter experts, and review of relevant regulatory guidelines.

Basic Statistics and Pharmaceutical Statistical Applications, Third Edition

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Release : 2014-04-28
Genre : Mathematics
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Book Rating : 732/5 ( reviews)

Basic Statistics and Pharmaceutical Statistical Applications, Third Edition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Basic Statistics and Pharmaceutical Statistical Applications, Third Edition write by James E. De Muth. This book was released on 2014-04-28. Basic Statistics and Pharmaceutical Statistical Applications, Third Edition available in PDF, EPUB and Kindle. Building on its best-selling predecessors, Basic Statistics and Pharmaceutical Statistical Applications, Third Edition covers statistical topics most relevant to those in the pharmaceutical industry and pharmacy practice. It focuses on the fundamentals required to understand descriptive and inferential statistics for problem solving. Incorporating new material in virtually every chapter, this third edition now provides information on software applications to assist with evaluating data. New to the Third Edition Use of Excel® and Minitab® for performing statistical analysis Discussions of nonprobability sampling procedures, determining if data is normally distributed, evaluation of covariances, and testing for precision equivalence Expanded sections on regression analysis, chi square tests, tests for trends with ordinal data, and tests related to survival statistics Additional nonparametric procedures, including the one-sided sign test, Wilcoxon signed-ranks test, and Mood’s median test With the help of flow charts and tables, the author dispels some of the anxiety associated with using basic statistical tests in the pharmacy profession and helps readers correctly interpret their results using statistical software. Through the text’s worked-out examples, readers better understand how the mathematics works, the logic behind many of the equations, and the tests’ outcomes.

Practical Statistics for the Analytical Scientist

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Release : 2021-04-08
Genre : Mathematics
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Book Rating : 433/5 ( reviews)

Practical Statistics for the Analytical Scientist - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Practical Statistics for the Analytical Scientist write by Peter Bedson. This book was released on 2021-04-08. Practical Statistics for the Analytical Scientist available in PDF, EPUB and Kindle. Analytical chemists must use a range of statistical tools in their treatment of experimental data to obtain reliable results. Practical Statistics for the Analytical Scientist is a manual designed to help them negotiate the daunting specialist terminology and symbols. Prepared in conjunction with the Department of Trade and Industry's Valid Analytical Measurement (VAM) programme, this volume covers the basic statistics needed in the laboratory. It describes the statistical procedures that are most likely to be required including summary and descriptive statistics, calibration, outlier testing, analysis of variance and basic quality control procedures. To improve understanding, many examples provide the user with material for consolidation and practice. The fully worked answers are given both to check the correct application of the procedures and to provide a template for future problems. Practical Statistics for the Analytical Scientist will be welcomed by practising analytical chemists as an important reference for day to day statistics in analytical chemistry.

Pharmaceutical Statistics

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Release : 1990
Genre : Medical
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Book Rating : /5 ( reviews)

Pharmaceutical Statistics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Pharmaceutical Statistics write by Sanford Bolton. This book was released on 1990. Pharmaceutical Statistics available in PDF, EPUB and Kindle.