TY  - BOOK
T1  - Foundations of statistical algorithms with reference to R packages
A1  - Weihs, Claus
A1  - Mersmann, Olaf
A1  - Ligges, Uwe
LA  - English
PP  - Boca Raton
PB  - CRC Press
YR  - 2014
UL  - https://tuklas.up.edu.ph/Record/UP-99796217612697790
AB  - "Reviewing the historical development of basic algorithms to illuminate the evolution of today's more powerful statistical algorithms, this comprehensive textbook emphasizes recurring themes in all statistical algorithms including computation, assessment and verification, iteration, intuition, randomness, repetition and parallelization, and scalability. Unique in scope, it touches on topics not usually covered in similar books, namely, systematic verification and the scaling of many established techniques to very large databases. Broadly accessible, it offers examples, exercises, and selected solutions in each chapter as well as access to a supplementary website."-- Provided by publisher.
OP  - 473
CN  - QA 276.4 W45 2014
SN  - 9781439878859
KW  - Statistics : Data processing.
KW  - Algorithms.
ER  -