عنوان
پدید آورنده
موضوع
رده
GE45.S73O88 1995
GE45
.
S73O88
1995
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1351450085
(Number (ISBN
9781351450089
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Environmental Statistics and Data Analysis
General Material Designation
[Book]
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boca Raton :
Name of Publisher, Distributor, etc.
Routledge,
Date of Publication, Distribution, etc.
2018.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (328 pages)
GENERAL NOTES
Text of Note
THREE-PARAMETER LOGNORMAL MODEL
CONTENTS NOTE
Text of Note
Cover; Title Page; Copyright Page; Dedication; Acknowledgments; Preface; Table of Contents; 1: RANDOM PROCESSES; STOCHASTIC PROCESSES IN THE ENVIRONMENT; STRUCTURE OF BOOK; 2: THEORY OF PROBABILITY; PROBABILITY CONCEPTS; PROBABILITY LAWS; CONDITIONAL PROBABILITY AND BAYES' THEOREM; Bayes' Theorem; SUMMARY; PROBLEMS; 3: PROBABILITY MODELS; DISCRETE PROBABILITY MODELS; Geometric Distribution; CONTINUOUS RANDOM VARIABLES; Uniform Distribution; Computer Simulation; Exponential Distribution; MOMENTS, EXPECTED VALUE, AND CENTRAL TENDENCY; VARIANCE, KURTOSIS, AND SKEWNESS; ANALYSIS OF OBSERVED DATA
Text of Note
APPLICATIONS TO ENVIRONMENTAL PHENOMENAAir Quality; Indoor Air Quality; Water Quality; Concentrations in Soils, Plants, and Animals; Concentrations in Foods and Human Tissue; Ore Deposits; SUMMARY AND CONCLUSIONS; PROBLEMS; 9: LOGNORMAL PROCESSES; CONDITIONS FOR LOGNORMAL PROCESS; DEVELOPMENT OF MODEL; LOGNORMAL PROBABILITY MODEL; Parameters of the Lognormal Distribution; Plotting the Lognormal Distribution; ESTIMATING PARAMETERS OF THE LOGNORMAL DISTRIBUTION FROM DATA; Visual Estimation; Method of Moments; Method of Quantiles; Maximum Likelihood Estimation (MLE)
Text of Note
Computing Statistics from DataHistograms and Frequency Plots; Fitting Probability Models to Environmental Data; Tail Exponential Method; SUMMARY; PROBLEMS; 4: BERNOULLI PROCESSES; CONDITIONS FOR BERNOULLI PROCESS; DEVELOPMENT OF MODEL; Example: Number of Persons Engaged in Cigarette Smoking; Development of Model by Inductive Reasoning; BINOMIAL DISTRIBUTION; APPLICATIONS TO ENVIRONMENTAL PROBLEMS; Probability Distribution for the Number of Exceedances; Robustness of Statistical Assumptions; COMPUTATION OF B(n, p); PROBLEMS; 5: POISSON PROCESSES; CONDITIONS FOR POISSON PROCESS
0
8
8
SUMMARY OR ABSTRACT
Text of Note
This easy-to-understand introduction emphasizes the areas of probability theory and statistics that are important in environmental monitoring, data analysis, research, environmental field surveys, and environmental decision making. It communicates basic statistical theory with very little abstract mathematical notation.
OTHER EDITION IN ANOTHER MEDIUM
Title
Environmental Statistics and Data Analysis.
International Standard Book Number
9780873718486
TOPICAL NAME USED AS SUBJECT
Environmental sciences-- Statistical methods.
Environmental sciences-- Statistical methods.
DEWEY DECIMAL CLASSIFICATION
Number
363
.
7/0072
LIBRARY OF CONGRESS CLASSIFICATION
Class number
GE45
.
S73O88
1995
PERSONAL NAME - PRIMARY RESPONSIBILITY
Ott, Wayne R.
ORIGINATING SOURCE
Date of Transaction
20200822180218.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
