1 option
A mathematical primer for social statistics / John Fox.
LIBRA H61.25 .F69 2021
Available from offsite location
- Format:
- Book
- Author/Creator:
- Fox, John, 1947- author.
- Series:
- Quantitative applications in the social sciences ; no. 07-159.
- Quantitative applications in the social sciences ; volume 159
- Language:
- English
- Subjects (All):
- Social sciences--Mathematics.
- Social sciences.
- Social sciences--Statistical methods.
- Physical Description:
- xxiii, 229 pages : illustrations ; 22 cm.
- Edition:
- Second edition.
- Place of Publication:
- Thousand Oaks, California: SAGE Publications, Inc. [2021]
- Summary:
- "A Mathematical Primer for Social Statistics, Second Edition is organized around bodies of mathematical knowledge central to learning and understanding advanced statistics: the basic "language" of linear algebra; differential and integral calculus; probability theory; common probability distributions; statistical estimation and inference. The volume concludes showing the application of mathematical concepts and operations to the familiar case, linear least-squares regression. The Second Edition gives much more attention to visualization. It also covers some new topics, such as an introduction to Markov-Chain Monte Carlo methods. Also included is a companion website with materials that will enable readers to use the R statistical computing environment to reproduce and expand on computations presented in the volume. The book will make an excellent text to accompany a math camp or a course designed to provide foundational mathematics needed to understand advanced statistics. It will also serve as a valuable reference for those who have completed their formal training but are still interested in learning new statistical methods"-- Provided by publisher.
- Contents:
- Matrices, linear Algebra, and vector Geometry: The basics
- Matrix decompositions and quadratic forms
- An introduction to Calculus
- Elementary Probability Theory
- Common probability distributions
- An introduction to Statistical Theory
- Putting the math to work: Linear Least-squares Regression.
- Notes:
- First edition published 2009.
- Includes bibliographical references and index.
- ISBN:
- 9781071833209
- 1071833200
- OCLC:
- 1178868042
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