Jonathon Shlens. A Tutorial on Principal Component Analysis

7th edition More than 30 years ago when the first edition of Multivariate Data Analysis was published, we could not have imagined the applications of multivariate statistics would be as pervasive as they are today. This continued interest has contributed to the acceptance of the past six editions of this text and the demand for this 7th edition. In approaching this revision, we continually strive to reduce our reliance on statistical notation and...

Chapman & Hall/CRC – 2010, 462 pages ISBN: 1420080660 Taking a practical approach that draws on the authors’ extensive teaching, consulting, and research experiences, Applied Survey Data Analysis provides an intermediate-level statistical overview of the analysis of complex sample survey data. It emphasizes methods and worked examples using available software procedures while reinforcing the principles and theory that underlie those methods....

Статья, посвященная использованию Метода Главных Компонент (Principal Component Analysis): Выделение важной информации из множества данных, описывающих объекты. Один из основных способов уменьшить размерность данных, потеряв наименьшее количество информации. Применяется во многих областях, таких как распознавание образов, компьютерное зрение, сжатие данных и т. п. (Eng, 2010).

Cambridge University Press 1993 Introduction Classification of indicators Operation and structure Indicators and scientific enquiry Data handling Format Stocks and flows Ratios Aggregation and averages Scaling Weighting and equivalence scales Index numbers Correlation and regression Time series analysis Multivariate analysis Gross national product Accounts systems Ordinal evaluation Basic needs Income distribution Poverty Levels...

Sage Publications Pvt. Ltd, 2009. - 320 pages ISBN: 8178298759 Data Analysis in Business Research: A Step By Step Nonparametric Approach discusses tools pertaining to one-sample tests, two independent sample tests, k-independent sample tests, two-related sample tests, k-related sample tests, measures of correlations and associations, tests of interactions and multiple comparisons and, multivariate interdependence test using correspondence analy...

Marcel Dekker Inc – 2003, 708 pages ISBN: 0824740858 Showcasing a discussion of the experimental process and a review of basic statistics, this volume provides methodologies to identify general data distribution, skewness, and outliers. It features a unique classification of the nonparametric analogs of their parametric counterparts according to the strength of the collected data. Applied Statistical Designs for the Researcher discusses three var...

| Publisher: Brooks Cole| ISBN: 0840054904 | 2011 | 944 pages | Introduction to Statistics and Data Analysis, 4th Edition, introduces you to the study of statistics and data analysis by using real data and attention-grabbing examples. The authors guide you through an intuition-based learning process that stresses interpretation and communication of statistical information. Simple notation-including the frequent substitution of words for symbols-h...

Publisher: Academic Press,1998. - 386 pages ISBN10: 0127249559 Regression Analysis for Social Sciences presents methods of regression analysis in an accessible way, with each method having illustrations and examples. A broad spectrum of methods are included: multiple categorical predictors, methods for curvilinear regression, and methods for symmetric regression. This book can be used for courses in regression analysis at the advanced undergrad...