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Linear Least Squares Computations (Statistics:  A Series of Textbooks and Monographs)
 
 
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Linear Least Squares Computations (Statistics: A Series of Textbooks and Monographs) [Hardcover]

Farebrother (Author)
4.0 out of 5 stars  See all reviews (1 customer review)

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Product Details

  • Hardcover: 320 pages
  • Publisher: CRC Press; 1 edition (February 19, 1988)
  • Language: English
  • ISBN-10: 0824776615
  • ISBN-13: 978-0824776619
  • Product Dimensions: 9 x 6.2 x 0.9 inches
  • Shipping Weight: 1.2 pounds (View shipping rates and policies)
  • Average Customer Review: 4.0 out of 5 stars  See all reviews (1 customer review)
  • Amazon Best Sellers Rank: #2,595,924 in Books (See Top 100 in Books)

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4.0 out of 5 stars A rare textbook on this subject, and a little old., January 30, 2012
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M. Wang (CT United States) - See all my reviews
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This review is from: Linear Least Squares Computations (Statistics: A Series of Textbooks and Monographs) (Hardcover)
This is one of the few textbooks on applied statistics. As such, it covers algorithms widely used in commercial statistics software but rarely explained in mathematical forms.

It is written for students and researchers in this field instead of users, so readability is not a strong suit. But given its uniqueness, interested readers have few alternatives. It is also 24 years old. The most recent advances in this field can therefore only be found in journals.
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Inside This Book (learn more)
First Sentence:
This book is concerned with the solution of systems of n p linear equations in p unknowns. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
limit condition number, forward elimination phase, constrained least squares estimator, variance matrix var, minimum variance unbiased linear estimator, pth stage, standard linear model, subdiagonal elements, recursive residuals, instrumental variable estimator, generalized least squares estimator, orthonormalization procedure, row interchanges, orthonormal matrix, weighted least squares estimator, upper triangular form, elementary matrices, ijth element, ordinary least squares estimator, ith stage, upper triangular matrix, orthogonalization procedure, possible regressions, lower triangular matrix
Key Phrases - Capitalized Phrases (CAPs): (learn more)
New York, Traditional Expressions, Sciences de Paris, Combinaison des Observations, Dover Publications, Gauss's Work, Princeton University, Quadrate von Carl Friedrich Gauss, Statistical Techniques Research Group, Technical Report, Theory of Least Squares, Commentationes Societatis Regiae Scientiarum Gottingensis Recentiores, Iterative Solutions, Use Gauss, Computational Accuracy, Numerische Mathematik, Cramer's Rule, Theoria Combinationis Observationum Erroribus Minimis Obnoxiae
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