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Probability, Statistics, And Decision Making In The Atmospheric Sciences

Probability, Statistics, And Decision Making In The Atmospheric Sciences
Author: Allan Murphy
Publisher: CRC Press
Total Pages: 547
Release: 2019-07-11
Genre: Mathematics
ISBN: 1000236323

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Methodology drawn from the fields of probability. statistics and decision making plays an increasingly important role in the atmosphericsciences. both in basic and applied research and in experimental and operational studies. Applications of such methodology can be found in almost every facet of the discipline. from the most theoretical and global (e.g., atmospheric predictability. global climate modeling) to the most practical and local (e.g., crop-weather modeling forecast evaluation). Almost every issue of the multitude of journals published by the atmospheric sciences community now contain some or more papers involving applications of concepts and/or methodology from the fields of probability and statistics. Despite the increasingly pervasive nature of such applications. very few book length treatments of probabilistic and statistical topics of particular interest to atmospheric scientists have appeared (especially inEnglish) since the publication of the pioneering works of Brooks andCarruthers (Handbook of Statistical Methods in Meteorology) in 1953 and Panofsky and Brier-(some Applications of)statistics to Meteor) in 1958. As a result. many relatively recent developments in probability and statistics are not well known to atmospheric scientists and recent work in active areas of meteorological research involving significant applications of probabilistic and statistical methods are not familiar to the meteorological community as a whole.


Statistical Analysis

Statistical Analysis
Author: Robert Parsons
Publisher: HarperCollins Publishers
Total Pages: 828
Release: 1978
Genre: Mathematics
ISBN:

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The frequency distribution; Descriptive measures: ungrouped data; Descriptive measures: grouped data; The probability calculus; Bayes'rule - revision of probabilities in the light of new information; The concept of a discrete probability distribution: the binomial probability distribution; Bayes'rule revisted; Determination of an optimal decision rule - binomial sampling: a bayesin approach; The poisson and exponential distribution; The normal probability distribution: a continuous probability distribution; Sampling: the concept and the design; Estimation of a population parameter: the population mean; Estimation: the bayesian versus the classical position; Testing hypotheses concerning the value of a population parameter: the population mean; Tests ofhypotheses: determination of optimal sampling size - a classical approach; The t distribution (small sample theory); Three other parameters; The f distribution: analysis of variance; Decision making under risk: an introduction; Time series analysis: an introduction; Time series analysis: secular trend; Time series analysis: seasonal variation and cyclical fluctuatuions; Simple regression and correlation analysis; Multiple regression and correlation analysis; Nonparametric statistics; Index numbers.


Probability, Statistics, And Decision Making In The Atmospheric Sciences

Probability, Statistics, And Decision Making In The Atmospheric Sciences
Author: Allan Murphy
Publisher: CRC Press
Total Pages: 547
Release: 2019-07-11
Genre: Mathematics
ISBN: 1000308200

Download Probability, Statistics, And Decision Making In The Atmospheric Sciences Book in PDF, ePub and Kindle

Methodology drawn from the fields of probability. statistics and decision making plays an increasingly important role in the atmosphericsciences. both in basic and applied research and in experimental and operational studies. Applications of such methodology can be found in almost every facet of the discipline. from the most theoretical and global (e.g., atmospheric predictability. global climate modeling) to the most practical and local (e.g., crop-weather modeling forecast evaluation). Almost every issue of the multitude of journals published by the atmospheric sciences community now contain some or more papers involving applications of concepts and/or methodology from the fields of probability and statistics. Despite the increasingly pervasive nature of such applications. very few book length treatments of probabilistic and statistical topics of particular interest to atmospheric scientists have appeared (especially inEnglish) since the publication of the pioneering works of Brooks andCarruthers (Handbook of Statistical Methods in Meteorology) in 1953 and Panofsky and Brier-(some Applications of)statistics to Meteor) in 1958. As a result. many relatively recent developments in probability and statistics are not well known to atmospheric scientists and recent work in active areas of meteorological research involving significant applications of probabilistic and statistical methods are not familiar to the meteorological community as a whole.


Statistics and Probability Theory

Statistics and Probability Theory
Author: Michael Havbro Faber
Publisher: Springer Science & Business Media
Total Pages: 198
Release: 2012-03-23
Genre: Technology & Engineering
ISBN: 9400740565

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This book provides the reader with the basic skills and tools of statistics and probability in the context of engineering modeling and analysis. The emphasis is on the application and the reasoning behind the application of these skills and tools for the purpose of enhancing decision making in engineering. The purpose of the book is to ensure that the reader will acquire the required theoretical basis and technical skills such as to feel comfortable with the theory of basic statistics and probability. Moreover, in this book, as opposed to many standard books on the same subject, the perspective is to focus on the use of the theory for the purpose of engineering model building and decision making. This work is suitable for readers with little or no prior knowledge on the subject of statistics and probability.


Probability, Statistics, and Decision for Civil Engineers

Probability, Statistics, and Decision for Civil Engineers
Author: Jack R Benjamin
Publisher: Courier Corporation
Total Pages: 704
Release: 2014-07-16
Genre: Mathematics
ISBN: 0486780724

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"This text covers the development of decision theory and related applications of probability. Extensive examples and illustrations cultivate students' appreciation for applications, including strength of materials, soil mechanics, construction planning, and water-resource design. Emphasis on fundamentals makes the material accessible to students trained in classical statistics and provides a brief introduction to probability. 1970 edition"--


Introductory Statistics and Probability

Introductory Statistics and Probability
Author: David W. Blakeslee
Publisher:
Total Pages: 380
Release: 1988
Genre: Business & Economics
ISBN: 9780395430446

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