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Native Statistics for Natural Sciences

Editat de Nabil Semmar
en Limba Engleză Hardback – 30 iun 2013
This is a book which presents several step-by-step complementary and chained statistical tools. These tools are applied to analyse structures and variability of natural systems helping to gradually understand and control their complexity. The book is organised into a series of chapters which are extensively illustrated by intuitive figures and simple numerical examples. Statistics represent a large field of applied mathematics aiming to extract and analyse information from sampled data issued from complex systems or populations. Extraction of reliable information on systems requires "a priori" of the application of strategic rules by which intrinsic variability and extrinsic limits are considered. Such strategic rules are given by sampling designs and experimental designs which are applied for open and close systems, respectively. Sampling designs presented in this book include simple random, systematic and stratified designs which are applied to estimate and control variability in open systems having different organisations or distributions. Moreover, sampling designs are appropriate tools for later biodiversity and spatiotemporal analysis of natural systems. Experimental designs include factorial, response surface and mixture designs which are specifically applied to control systems defined by different geometrical structures. Such geometrical structures have different dimensions defined by strategic values of experimental factors which could have potential effects on the studied system.
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Specificații

ISBN-13: 9781624179563
ISBN-10: 1624179568
Pagini: 312
Ilustrații: illustrations
Dimensiuni: 186 x 258 x 34 mm
Greutate: 1.04 kg
Editura: Nova Science Publishers Inc

Cuprins

Preface; Global Classification of Statistical Methods, Parameters & Aims; Introduction to Statistical Inference & Population Induction; Punctual Estimation of Population Characteristics Using Numerical & Graphical Parameters From Sample; Estimation of Population Parameters by Confidence Intervals; Graphical Representations of Statistical Variables; Different Probability Laws Describing Variability of Statistical Populations; Parametric Hypothesis Tests to Statistical Comparisons Between Two Values; Parametric Comparison Between Several Means: Analysis of Variance; Nonparametric Comparison Tests Applied to Two Samples; Link Analysis Between Two or More Variables; Sampling Designs; Spatial Pattern Analysis; Biodiversity Quantification Methods; Experimental Designs; Appendices; References; Index.