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Understanding Statistics Basic Theory and Practice New Book

  • Statistics in Theory and Practice

    Statistics in Theory and Practice
    Robert Lupton

    Aimed at a diverse scientific audience, including physicists, astronomers, chemists, geologists, and economists, this book explains the theory underlying the classical statistical methods.

  • Statistical Models

    Statistical Models
    David Freedman

    The discussion in the book is organized around published studies, as are many of the exercises. Relevant journal articles are reprinted at the back of the book.

  • Item Response Theory

    Item Response Theory
    Christine DeMars

    This is a title in our Understanding Statistics series, which is designed to provide researchers with authoritative guides to understanding, presenting and critiquing analyses and associated inferences.

  • The Theory and Practice of Item Response Theory

    The Theory and Practice of Item Response Theory
    Rafael Jaime De Ayala

    Designed for researchers, psychometric professionals, and advanced students, this book clearly presents both the "how-to" and the "why" of IRT.

  • Understanding Machine Learning

    Understanding Machine Learning
    Shai Shalev-Shwartz, Shai Ben-David

    Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.

  • Regression and ANOVA

    Regression and ANOVA
    Keith E. Muller, Bethel A. Fetterman

    Our challenge lay in guiding students to competence in the practice and theory of both multiple regression and ANOVA, while … We believe good statistical practice requires substantial understanding of the basic theory behind the methods.

  • Understanding Statistics in the Behavioral Sciences

    Understanding Statistics in the Behavioral Sciences
    Roger Bakeman, Byron F. Robinson

    … with behavioral science research or clinical practice, and not withthe formal, mathematicalproperties of statistical theory. This bookis designedto develop yourconceptual and practical understanding of basic data analysis.It is nota cookbook, …

  • A Primer on Linear Models

    A Primer on Linear Models
    John F. Monahan

    The linear model forms the foundation of the practice of statistics. Understanding the theory upon which this foundation rests is a critical step in graduate training in statistics.Thisbookarose from … The primary goal in writing this bookis to provide a brief, yet complete foundation for the understanding of basic linear models.

  • Measurement Theory and Practice in Kinesiology

    Measurement Theory and Practice in Kinesiology
    Terry M. Wood, Weimo Zhu

    British Journal of Mathematics and Statistical Psychology, 37, 62-83. Browne, M.W. … Structural equation modeling with AMOS: Basic concepts, applications, and programming. Hillsdale, NJ: … Understanding Statistics, 2, 177-203. Chou, C .-P.

  • Security Supervision and Management

    Security Supervision and Management

    Theory and Practice of Asset Protection IFPO Sandi J Davies. Applying this … Of course, to be able to employ quantitative analysis tools successfully, the user must have an understanding and competency of general math and basic statistics.

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