Record Display for the EPA National Library Catalog
RECORD NUMBER: 4 OF 5Main Title | Data analysis for scientists and engineers / | ||||||||||||||||||||||||||||||||||||
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Author | Meyer, Stuart L., | ||||||||||||||||||||||||||||||||||||
Publisher | Wiley, | ||||||||||||||||||||||||||||||||||||
Year Published | 1975 | ||||||||||||||||||||||||||||||||||||
OCLC Number | 00903034 | ||||||||||||||||||||||||||||||||||||
ISBN | 0471599956; 9780471599951 | ||||||||||||||||||||||||||||||||||||
Subjects | Mathematical statistics ; Probabilities ; Statistique mathematique ; Analyse des donnees ; Datenauswertung ; Experimentauswertung ; Ingenieur ; Wissenschaftler | ||||||||||||||||||||||||||||||||||||
Additional Subjects | Mathematical statistics ; Probabilities | ||||||||||||||||||||||||||||||||||||
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Collation | 513 pages : illustrations ; 26 cm. | ||||||||||||||||||||||||||||||||||||
Notes | Includes bibliographical references (pages 499-504) and index. |
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Contents Notes | pt. I. Introduction to scientific measurement. The meaning of measurement -- The conduct of an experimental investigation -- The scientific report -- Procedure in a laboratory and the laboratory notebook -- Experimental errors -- Rejection of data: Chauvenet's criterion and its dangers -- The philosophy of sampling and the definition of statistical concepts -- Discussion of the analysis of samples -- Discussion of discrete and continuous frequency distributions and histograms -- Propagation of error and least squares -- pt. II. Introduction to graphical techniques and curve fitting. Display graphs -- Correlation graphs -- Graphs relating more than two variables -- Straight-line graphs and fitting -- Reduction to straight-line graphs -- Calculating charts -- pt. III. Probability. The meaning of probability -- Some arithmetic on combinations and permutations -- Event calculus--the logic of probability -- Joint probability distributions and functions of random variables -- Geometrical probability, random numbers, and Monte Carlo experiments -- pt. IV. Some probability distributions and applications. The binomial distribution -- The hypergeometric distribution -- The Poisson distribution -- The Gaussian or normal distribution -- The chi-square distribution -- Student's t distribution -- Miscellaneous other probability distributions and examples -- pt. V. Statistical inference. Estimation -- Estimation and the method of maximum likelihood -- Hypothesis testing and significance -- Chi-square minimization methods -- Least-squares methods; curve fitting. |