Linear models [E-Book] : a mean model approach / Barry Kurt Moser.
Linear models, normally presented in a highly theoretical and mathematical style, are brought down to earth in this comprehensive textbook. Linear Models examines the subject from a mean model perspective, defining simple and easy-to-learn rules for building mean models, regression models, mean vect...
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Full text |
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Personal Name(s): | Moser, Barry Kurt. |
Imprint: |
San Diego :
Academic Press,
c1996
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Physical Description: |
1 online resource (xii, 228 p.) |
Note: |
englisch |
ISBN: |
9780080510293 9780585492148 0080510299 058549214X 012508465X 9780125084659 |
Series Title: |
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Probability and mathematical statistics
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Subject (LOC): |
LEADER | 02106cam a2200313Ia 4500 | ||
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001 | ocm54379581 | ||
003 | OCLC WorldCat | ||
008 | 040209s1996 cau obs 001 0 eng d | ||
020 | |a 058549214X | ||
020 | |a 9780585492148 | ||
020 | |a 9780125084659 | ||
020 | |a 012508465X | ||
020 | |a 0080510299 | ||
020 | |a 9780080510293 | ||
035 | |a (Sirsi) a321682 | ||
041 | |a eng | ||
082 | 0 | 4 | |a 519.5/35 |2 22 |
245 | 1 | 0 | |a Linear models |h [E-Book] : |b a mean model approach / |c Barry Kurt Moser. |
260 | |a San Diego : |b Academic Press, |c c1996 |e (ScienceDirect) | ||
300 | |a 1 online resource (xii, 228 p.) | ||
490 | |a Probability and mathematical statistics | ||
500 | |a englisch | ||
520 | |a Linear models, normally presented in a highly theoretical and mathematical style, are brought down to earth in this comprehensive textbook. Linear Models examines the subject from a mean model perspective, defining simple and easy-to-learn rules for building mean models, regression models, mean vectors, covariance matrices and sums of squares matrices for balanced and unbalanced data sets. The author includes both applied and theoretical discussions of the multivariate normal distribution, quadratic forms, maximum likelihood estimation, less than full rank models, and general mixed models. The mean model is used to bring all of these topics together in a coherent presentation of linear model theory. Key Features * Provides a versatile format for investigating linear model theory, using the mean model * Uses examples that are familiar to the student: * design of experiments, analysis of variance, regression, and normal distribution theory * Includes a review of relevant linear algebra concepts * Contains fully worked examples which follow the theorem/proof presentation. | ||
650 | 0 | |a Linear models (Statistics) | |
700 | 1 | |a Moser, Barry Kurt. | |
856 | 4 | 0 | |3 ScienceDirect |u http://www.sciencedirect.com/science/book/9780125084659 |z Volltext |
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