a concise guide to statistics springerbriefs in statistics

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A Concise Guide To Statistics

Author : Hans-Michael Kaltenbach
ISBN : 3642235026
Genre : Mathematics
File Size : 75. 43 MB
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The text gives a concise introduction into fundamental concepts in statistics. Chapter 1: Short exposition of probability theory, using generic examples. Chapter 2: Estimation in theory and practice, using biologically motivated examples. Maximum-likelihood estimation in covered, including Fisher information and power computations. Methods for calculating confidence intervals and robust alternatives to standard estimators are given. Chapter 3: Hypothesis testing with emphasis on concepts, particularly type-I , type-II errors, and interpreting test results. Several examples are provided. T-tests are used throughout, followed important other tests and robust/nonparametric alternatives. Multiple testing is discussed in more depth, and combination of independent tests is explained. Chapter 4: Linear regression, with computations solely based on R. Multiple group comparisons with ANOVA are covered together with linear contrasts, again using R for computations.

Singular Spectrum Analysis For Time Series

Author : Nina Golyandina
ISBN : 9783642349133
Genre : Mathematics
File Size : 28. 24 MB
Format : PDF, ePub
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Singular spectrum analysis (SSA) is a technique of time series analysis and forecasting combining elements of classical time series analysis, multivariate statistics, multivariate geometry, dynamical systems and signal processing. SSA seeks to decompose the original series into a sum of a small number of interpretable components such as trend, oscillatory components and noise. It is based on the singular value decomposition of a specific matrix constructed upon the time series. Neither a parametric model nor stationarity are assumed for the time series. This makes SSA a model-free method and hence enables SSA to have a very wide range of applicability. The present book is devoted to the methodology of SSA and shows how to use SSA both safely and with maximum effect. Potential readers of the book include: professional statisticians and econometricians, specialists in any discipline in which problems of time series analysis and forecasting occur, specialists in signal processing and those needed to extract signals from noisy data, and students taking courses on applied time series analysis.

Introduction To Spatial Econometrics

Author : James LeSage
ISBN : 1420064258
Genre : Mathematics
File Size : 59. 97 MB
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Although interest in spatial regression models has surged in recent years, a comprehensive, up-to-date text on these approaches does not exist. Filling this void, Introduction to Spatial Econometrics presents a variety of regression methods used to analyze spatial data samples that violate the traditional assumption of independence between observations. It explores a wide range of alternative topics, including maximum likelihood and Bayesian estimation, various types of spatial regression specifications, and applied modeling situations involving different circumstances. Leaders in this field, the authors clarify the often-mystifying phenomenon of simultaneous spatial dependence. By presenting new methods, they help with the interpretation of spatial regression models, especially ones that include spatial lags of the dependent variable. The authors also examine the relationship between spatiotemporal processes and long-run equilibrium states that are characterized by simultaneous spatial dependence. MATLAB® toolboxes useful for spatial econometric estimation are available on the authors’ websites. This work covers spatial econometric modeling as well as numerous applied illustrations of the methods. It encompasses many recent advances in spatial econometric models—including some previously unpublished results.

The Manual Of Strategic Economic Decision Making

Author : Jeff Grover
ISBN : 9783319484143
Genre : Mathematics
File Size : 58. 70 MB
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This book is an extension of the author’s first book and serves as a guide and manual on how to specify and compute 2-, 3-, and 4-Event Bayesian Belief Networks (BBN). It walks the learner through the steps of fitting and solving fifty BBN numerically, using mathematical proof. The author wrote this book primarily for inexperienced learners as well as professionals, while maintaining a proof-based academic rigor. The author's first book on this topic, a primer introducing learners to the basic complexities and nuances associated with learning Bayes’ theorem and inverse probability for the first time, was meant for non-statisticians unfamiliar with the theorem—as is this book. This new book expands upon that approach and is meant to be a prescriptive guide for building BBN and executive decision-making for students and professionals; intended so that decision-makers can invest their time and start using this inductive reasoning principle in their decision-making processes. It highlights the utility of an algorithm that served as the basis for the first book, and includes fifty 2-, 3-, and 4-event BBN of numerous variants.

Introduction To Random Matrices

Author : Giacomo Livan
ISBN : 9783319708850
Genre : Science
File Size : 89. 6 MB
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Modern developments of Random Matrix Theory as well as pedagogical approaches to the standard core of the discipline are surprisingly hard to find in a well-organized, readable and user-friendly fashion. This slim and agile book, written in a pedagogical and hands-on style, without sacrificing formal rigor fills this gap. It brings Ph.D. students in Physics, as well as more senior practitioners, through the standard tools and results on random matrices, with an eye on most recent developments that are not usually covered in introductory texts. The focus is mainly on random matrices with real spectrum.The main guiding threads throughout the book are the Gaussian Ensembles. In particular, Wigner’s semicircle law is derived multiple times to illustrate several techniques (e.g., Coulomb gas approach, replica theory).Most chapters are accompanied by Matlab codes (stored in an online repository) to guide readers through the numerical check of most analytical results.

Statistics In Food Science And Nutrition

Author : Are Hugo Pripp
ISBN : 9781461450092
Genre : Technology & Engineering
File Size : 56. 61 MB
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Many statistical innovations are linked to applications in food science. For example, the student t-test (a statistical method) was developed to monitor the quality of stout at the Guinness Brewery and multivariate statistical methods are applied widely in the spectroscopic analysis of foods. Nevertheless, statistical methods are most often associated with engineering, mathematics, and the medical sciences, and are rarely thought to be driven by food science. Consequently, there is a dearth of statistical methods aimed specifically at food science, forcing researchers to utilize methods intended for other disciplines. The objective of this Brief will be to highlight the most needed and relevant statistical methods in food science and thus eliminate the need to learn about these methods from other fields. All methods and their applications will be illustrated with examples from research literature. ​

A Concise Guide To Statistical Analyses Using Excel Spss And The Ti 84 Calculator Spiral Bound Version

Author : Sherri L. Jackson
ISBN : 9781285402666
Genre : Mathematics
File Size : 42. 77 MB
Format : PDF
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A CONCISE GUIDE TO STATISTICAL ANALYSES USING EXCEL, SPSS, AND THE T1-84 CALCULATOR, First Edition, is precisely what its title conveys--a brief, simple-to-understand introduction to analyzing data using Excel, SPSS, and the TI-84 calculator. The text progresses from descriptive statistics and how to create various types of graphs (i.e., bar graphs, histograms, and frequency polygons) to coverage of both parametric and nonparametric inferential statistics. The book also covers single sample z and t tests, two-group t tests, one- and two-way ANOVAs, Wilcoxon tests, chi-square tests, and correlation and regression analyses. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

A Concise Guide To Chaotic Electronic Circuits

Author : Arturo Buscarino
ISBN : 9783319059006
Genre : Technology & Engineering
File Size : 80. 59 MB
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This brief provides a source of instruction from which students can be taught about the practicalities of designing and using chaotic circuits. The text provides information on suitable materials, circuit design and schemes for design realization. Readers are then shown how to reproduce experiments on chaos and to design new ones. The text guides the reader easily from the basic idea of chaos to the laboratory test providing an experimental basis that can be developed for such applications as secure communications. This brief provides introductory information on sample chaotic circuits, includes coverage of their development, and the “gallery” section provides information on a wide range of circuits. Concise Guide to Chaotic Electronic Circuits will be useful to anyone running a laboratory class involving chaotic circuits and to students wishing to learn about them.

Solving Pdes In Python

Author : Hans Petter Langtangen
ISBN : 9783319524627
Genre : Computers
File Size : 47. 73 MB
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This book offers a concise and gentle introduction to finite element programming in Python based on the popular FEniCS software library. Using a series of examples, including the Poisson equation, the equations of linear elasticity, the incompressible Navier–Stokes equations, and systems of nonlinear advection–diffusion–reaction equations, it guides readers through the essential steps to quickly solving a PDE in FEniCS, such as how to define a finite variational problem, how to set boundary conditions, how to solve linear and nonlinear systems, and how to visualize solutions and structure finite element Python programs. This book is open access under a CC BY license.

Egyptian Female Labor Force Participation And The Future Of Economic Empowerment

Author : Huda Alkitkat
ISBN : 9783319596440
Genre : Political Science
File Size : 57. 51 MB
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This book sheds the light on the Egyptian females’ participation in labor force since 1960’s up to 2030. The main objective is to study trends of females’ participation in labor force and to predict the future participation. Egypt female participation in labor force has been increased slowly during the last fifty years since 1960’s, in spite of the encouragement polices that the government has adopted to empower women, particularly economic empowerment. Egypt's population size has rapidly increased during the past decades to about 90 million inhabitants in 2016. The working-age population (15-64) represents about 64% of the total population. Females represent about 49% of the working age population. However, they represent only about 24% of labor force in Egypt. Through its five chapters, this book will discuss the history of women's economic empowerment in Egypt, provide background on the trends of the most important female characteristics during the last decades, combines descriptive analysis with working life tables to break down the progression of the role of women in the Egyptian labor force, and presents a view of what could come in the time between now and 2030 in terms of the rights of women in this particular region.

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