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portada Multivariate Normal Distribution, The: Theory and Applications
Type
Physical Book
Author
Publisher
Language
English
Pages
496
Format
Hardcover
Dimensions
22.9x15.2x2.7 cm
Weight
0.83 kg.
ISBN13
9789811235283
Categories

Multivariate Normal Distribution, The: Theory and Applications

Thu Pham-Gia (Author) · World Scientific Publishing Company · Hardcover

Multivariate Normal Distribution, The: Theory and Applications - Pham-Gia, Thu

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Synopsis "Multivariate Normal Distribution, The: Theory and Applications"

This book provides the reader with user-friendly applications of normal distribution. In several variables it is called the multinormal distribution which is often handled using matrices for convenience. The author seeks to make the arguments less abstract and hence, starts with the univariate case and moves progressively toward the vector and matrix cases. The approach used in the book is a gradual one, going from one scalar variable to a vector variable and to a matrix variable. The author presents the unified aspect of normal distribution, as well as addresses several other issues, including random matrix theory in physics. Other well-known applications, such as Herrnstein and Murray's argument that human intelligence is substantially influenced by both inherited and environmental factors, will be discussed in this book. It is a better predictor of many personal dynamics -- including financial income, job performance, birth out of wedlock, and involvement in crime -- than are an individual's parental socioeconomic status, or education level, and deserve to be mentioned and discussed.

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