BASIC Microcomputing and Biostatistics: How to Program and Use Your Microcomputer for Data Analysis in the Physical and Life Science Including Medicine

✍ Scribed by Donald W. Rogers (auth.)

• Publisher: Humana Press
• Year: 1984
• Tongue: English
• Leaves: 280
• Edition: 1
• Category: Library

✦ Synopsis

BASIC Microcomputing and Biostatistics is designed as the first practical "how to" guide to both computer programming in BASIC and the statis­ tical data processing techniques needed to analyze experimental, clinical, and other numerical data. It provides a small vocabulary of essential com­ puter statements and shows how they are used to solve problems in the bio­ logical, physical, and medical sciences. No mathematical background be­ yond algebra and an inkling of the principles of calculus is assumed. All more advanced mathematical techniques are developed from "scratch" before they are used. The computing language is BASIC, a high-level lan­ guage that is easy to learn and widely available using time-sharing com­ puter systems and personal microcomputers. The strategy of the book is to present computer programming at the outset and to use it throughout. BASIC is developed in a way reminiscent of graded readers used in human languages; the first programs are so sim­ ple that they can be read almost without an introduction to the language. Each program thereafter contains new vocabulary and one or more con­ cepts, explained in the text, not used in the previous ones. By gradual stages, the reader can progress from programs that do nothing more than count from one to ten to sophisticated programs for nonlinear curve fitting, matrix algebra, and multiple regression. There are 33 working programs and, except for the introductory ones, each performs a useful function in everyday data processing problems encountered by the experimentalist in many diverse fields.

✦ Table of Contents

Front Matter....Pages i-xi
Introduction to the Computer....Pages 1-18
Understanding Experimental Error and Averages....Pages 19-46
Understanding Experimental Data Dispersion....Pages 47-69
Understanding Probability....Pages 71-90
Determining Probability Distributions....Pages 91-116
Using the Poisson Distribution....Pages 117-130
Using the Normal Distribution....Pages 131-153
Determining Probabilities....Pages 155-174
Finding Linear Functions....Pages 175-204
Fitting Nonlinear Curves....Pages 205-237
Solving Simultaneous Equations....Pages 239-263
Back Matter....Pages 265-274

✦ Subjects

Biochemistry, general