Modern Multivariate Statistical Techniques: Regression, Classification, and Manifold Learning (Springer Texts in Statistics)
Lingua: inglese
Editore: Springer, 2008
- Rilegato
- Usato
Da: JERO BOOKS AND TEMPLET CO., SANTA MONICA, CA, U.S.A.JERO BOOKS AND TEMPLET CO.
Venditore AbeBooks dal 10 maggio 2000
Condizione: Usato - Molto buono
EUR 33,63
Quantità: 1 disponibili
Aggiungi al carrelloDescrizione dell’articolo da parte del venditore
2008 Edition (2008.) Hardcover without dust jacket as issued. 8vo with 731 pages. The book is in very good condition slight bump to one corner. Interior clean and tight, No markings. No online access or CD-ROM or digital access codes if applicable! "a completely new and refreshing approach to statistics and data exploration.comprehensive volume on multivariate statistical analysis. Highly recommended for both Statistics and Computer Science/Electrical Engineering majors." Blue spine/White-Green text. Size: 8vo.
Codice articolo 034126
- Titolo
- Modern Multivariate Statistical Techniques: Regression, Classification, and Manifold Learning (Springer Texts in Statistics)
- Autore
- Izenman, Alan J.
- Editore
- Springer
- Anno di pubblicazione
- 2008
- Condizione
- Very Good
- Sovraccoperta
- No DJ Issued
- Tipo di libro
- Computer Vision & Pattern Reco
- Rilegatura
- Hardcover
- Lingua
- inglese
- ISBN 10
- 0387781889
- ISBN 13
- 9780387781884
- Edizione
- seconda edizione
- Serie
- Libro 36 di 111: Springer Texts in Statistics
Remarkable advances in computation and data storage and the ready availability of huge data sets have been the keys to the growth of the new disciplines of data mining and machine learning, while the enormous success of the Human Genome Project has opened up the field of bioinformatics.
These exciting developments, which led to the introduction of many innovative statistical tools for high-dimensional data analysis, are described here in detail. The author takes a broad perspective; for the first time in a book on multivariate analysis, nonlinear methods are discussed in detail as well as linear methods. Techniques covered range from traditional multivariate methods, such as multiple regression, principal components, canonical variates, linear discriminant analysis, factor analysis, clustering, multidimensional scaling, and correspondence analysis, to the newer methods of density estimation, projection pursuit, neural networks, multivariate reduced-rank regression, nonlinear manifold learning, bagging, boosting, random forests, independent component analysis, support vector machines, and classification and regression trees. Another unique feature of this book is the discussion of database management systems.
This book is appropriate for advanced undergraduate students, graduate students, and researchers in statistics, computer science, artificial intelligence, psychology, cognitive sciences, business, medicine, bioinformatics, and engineering. Familiarity with multivariable calculus, linear algebra, and probability and statistics is required. The book presents a carefully-integrated mixture of theory and applications, and of classical and modern multivariate statistical techniques, including Bayesian methods. There are over 60 interesting data sets used as examples in the book, over 200 exercises, and many color illustrations and photographs.
"Riassunto" può appartenere a un’altra edizione di questo titolo.
Dalla quarta di copertina
Remarkable advances in computation and data storage and the ready availability of huge data sets have been the keys to the growth of the new disciplines of data mining and machine learning, while the enormous success of the Human Genome Project has opened up the field of bioinformatics.
These exciting developments, which led to the introduction of many innovative statistical tools for high-dimensional data analysis, are described here in detail. The author takes a broad perspective; for the first time in a book on multivariate analysis, nonlinear methods are discussed in detail as well as linear methods. Techniques covered range from traditional multivariate methods, such as multiple regression, principal components, canonical variates, linear discriminant analysis, factor analysis, clustering, multidimensional scaling, and correspondence analysis, to the newer methods of density estimation, projection pursuit, neural networks, multivariate reduced-rank regression, nonlinear manifold learning, bagging, boosting, random forests, independent component analysis, support vector machines, and classification and regression trees. Another unique feature of this book is the discussion of database management systems.
This book is appropriate for advanced undergraduate students, graduate students, and researchers in statistics, computer science, artificial intelligence, psychology, cognitive sciences, business, medicine, bioinformatics, and engineering. Familiarity with multivariable calculus, linear algebra, and probability and statistics is required. The book presents a carefully-integrated mixture of theory and applications, and of classical and modern multivariate statistical techniques, including Bayesian methods. There are over 60 interesting data sets used as examples in the book, over 200 exercises, and many color illustrations and photographs.
Alan J. Izenman is Professor of Statistics and Director of the Center for Statistical and Information Science at Temple University. He has also been on the faculties of Tel-Aviv University and Colorado State University, and has held visiting appointments at the University of Chicago, the University of Minnesota, Stanford University, and the University of Edinburgh. He served as Program Director of Statistics and Probability at the National Science Foundation and was Program Chair of the 2007 Interface Symposium on Computer Science and Statistics with conference theme of Systems Biology. He is a Fellow of the American Statistical Association.
"Descrizione articolo" può appartenere a un’altra edizione di questo titolo.
JERO BOOKS AND TEMPLET CO.
SANTA MONICA, CA, U.S.A.
Venditore AbeBooks dal 10 maggio 2000
Tariffe di spedizione nazionale per U.S.A.
| Articolo | Da 7 a 20 giorni lavorativi | Da 6 a 10 giorni lavorativi |
|---|---|---|
| Primo articolo | EUR 5,66 | EUR 18,28 |
Metodi di pagamento
- Assegno
- Contanti
- PayPal
Descrizione dello Store
On-line Book business.
Specializzazione
AllInformazioni sull’azienda del venditore
JERO BOOKS AND TEMPLET CO.
CA, U.S.A.
Condizioni di vendita
Please confirm the availability of your choices before sending payment. Confirm by telephone or e-mail. We accept PayPal, Visa, MC, Checks, Money Orders.
WE DO TAKE PAYPAL BUT WE ONLY SHIP TO CONFIRMED ADDRESSES.
International customers who wish to pay by Money order, must pay in US funds payable on US banks.
We guarantee all items to be as described and may be returned for any reason. Please notify us within three days of your receipt of the package and must be returned within 30 days. Please state reason for return. All returns must be shipped with confirmation.
Shipping rates are determined by weight, destination and shipping method. Insurance is highly recommended for items over $50. If not insured the buyer assumes responsibility. (On domestic orders we ship with tracking or insurance.)
Postal regulations may not allow adequate insurance on some foreign shipments and are the responsibility of the purchaser.
For California residents we will ask for additional funds on purchases over $25 for 9% sales tax.
We package and ship your books very carefully to insure they arrive in the condition described.
PLEASE EMAIL OR CALL IF YOU HAVE ANY QUESTIONS. THANK YOU! JERO BOOKS AND TEMPLET CO.
Diritto di recesso
Se sei un consumatore puoi recedere dal contratto in conformità con quanto segue. Per Consumatore si intende qualsiasi persona fisica che agisce per scopi estranei alla propria attività commerciale, imprenditoriale, artigianale o professionale.
Informazioni sul diritto di recesso
Diritto legale di recesso
Hai il diritto di recedere dal presente contratto entro 14 giorni senza fornire alcuna motivazione.
Il periodo di recesso scade dopo 14 giorni dal giorno in cui tu o una terza parte, diversa dal vettore e da te indicata, acquisisce il possesso fisico dell'ultimo bene o dell'ultimo lotto o pezzo.
Per esercitare il diritto di recesso, compila e invia elettronicamente una dichiarazione esplicita sul nostro sito Web, alla voce “I miei acquisti” nella sezione “Mio account”. Ti comunicheremo senza indugio una conferma di ricezione di tale recesso su un supporto durevole (ad es. via e-mail).
Per rispettare il termine di recesso, è sufficiente inviare la comunicazione relativa all'esercizio del diritto di recesso prima della scadenza del periodo di recesso stesso.
Effetti del recesso
In caso di recesso dal presente contratto, ti rimborseremo tutti i pagamenti ricevuti, compresi i costi di spedizione (ad eccezione dei costi supplementari derivanti dalla tua eventuale scelta di un tipo di spedizione diverso dal tipo meno costoso di consegna standard da noi offerto).
Potremo effettuare una detrazione dal rimborso per la perdita di valore dei beni forniti, qualora tale perdita sia il risultato di una manipolazione non necessaria da parte tua.
Eseguiremo il rimborso senza indebito ritardo e non oltre 14 giorni dal giorno in cui saremo informati della tua decisione di recedere dal presente contratto.
Il rimborso sarà effettuato utilizzando lo stesso mezzo di pagamento da te usato per la transazione iniziale, salvo che tu non abbia espressamente concordato altrimenti; in ogni caso, non dovrai sostenere alcun costo quale conseguenza di tale rimborso.
Possiamo trattenere il rimborso finché non avremo ricevuto i beni oppure finché non avrai fornito la prova di averli rispediti, a seconda di quale condizione si verifichi per prima.
Dovrai rispedire i beni o consegnarli a JERO BOOKS AND TEMPLET CO., Santa Monica, California, U.S.A., senza indebito ritardo e, in ogni caso, entro 14 giorni dal giorno in cui ci hai comunicato la tua volontà di recedere dal presente contratto. Il termine è rispettato se rispedisci i beni prima della scadenza del periodo di 14 giorni. I costi diretti della restituzione dei beni saranno a tuo carico. Sei responsabile solo della diminuzione del valore dei beni risultante da una manipolazione diversa da quella necessaria per stabilire la natura, le caratteristiche e il funzionamento dei beni stessi.
Eccezioni al diritto di recesso
Il diritto di recesso non si applica a:
- La fornitura di giornali, periodici o riviste ad eccezione dei contratti di abbonamento; e
- La fornitura di contenuto digitale non fornito su un supporto materiale (ad es. su un CD o DVD), se al momento dell'invio dell'ordine hai accettato l'inizio dell'esecuzione e hai riconosciuto che non avresti potuto recedere una volta iniziata l'esecuzione.
Condizioni di spedizione
PLEASE SEE OUR ABE SHIPPING RATES. Orders usually ship within 2 business days.
Shipping rates are determined by weight, destination and shipping method. Insurance is highly recommended for items over $50. If not issured the buyer assumes responsibility. On All domestic orders we ship with tracking or confirmation or insurance.
(Shipping costs are based on books weighing just under 4lbs. If your book order is heavy, oversized, or sets we may contact you to let you know additional funds are required to send the item.)
AS OF MAY 2007 INTERNATIONAL POST DOES NOT ACCEPT SURFACE MAIL.
ON INTERNATIONAL ORDERS WE SHIP AIRMAIL 1ST CLASS, PRIORITY INTERNATIONAL OR EXPRESS IF REQUESTED. PRIORITY RATES ARE FOR PRIORITY INTERNATIONAL ENVELOPES (ITEMS UNDER 4LBS AND MEASURING APPROX. 9 BY 11" INCHES.) IF IT IS OVER 4LBS OR DOES NOT FIT IN THE ENVELOPE WE WILL TRY TO FIND THE MOST ECONOMICAL SHIPPING POSSIBLE. THE ABE SHIPPING MATRIX HAS NOT ELIMINATED INTERNATIONAL STANDARD/SURFACE SHIPPING SO OUR STATED RATES ARE THE SAME FOR STANDARD OR PRIORITY AS IS THE SHIPPING TIME 5-15 DAYS.
Postal regulations may not allow adequate insurance on some foreign shipments and are the responsibility of the purchaser.
For California residents we will ask for additional funds on purchases over $100.00 for 9.% sales tax as of July 1, 2013.