| 000 | 02263nam a22003258i 4500 | ||
|---|---|---|---|
| 001 | CR9781139015653 | ||
| 003 | UkCbUP | ||
| 005 | 20200124160255.0 | ||
| 006 | m|||||o||d|||||||| | ||
| 007 | cr|||||||||||| | ||
| 008 | 110214s2012||||enk o ||1 0|eng|d | ||
| 020 | _a9781139015653 (ebook) | ||
| 020 | _z9780521767279 (hardback) | ||
| 040 |
_aUkCbUP _beng _erda _cUkCbUP |
||
| 050 | 0 | 0 |
_aQB149 _b.F45 2012 |
| 082 | 0 | 0 |
_a520.72/7 _223 |
| 100 | 1 |
_aFeigelson, Eric D., _eauthor. |
|
| 245 | 1 | 0 |
_aModern statistical methods for astronomy : _bwith R applications / _cEric D. Feigelson, G. Jogesh Babu. |
| 264 | 1 |
_aCambridge : _bCambridge University Press, _c2012. |
|
| 300 |
_a1 online resource (xviii, 476 pages) : _bdigital, PDF file(s). |
||
| 336 |
_atext _btxt _2rdacontent |
||
| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
||
| 500 | _aTitle from publisher's bibliographic system (viewed on 05 Oct 2015). | ||
| 520 | _aModern astronomical research is beset with a vast range of statistical challenges, ranging from reducing data from megadatasets to characterizing an amazing variety of variable celestial objects or testing astrophysical theory. Linking astronomy to the world of modern statistics, this volume is a unique resource, introducing astronomers to advanced statistics through ready-to-use code in the public domain R statistical software environment. The book presents fundamental results of probability theory and statistical inference, before exploring several fields of applied statistics, such as data smoothing, regression, multivariate analysis and classification, treatment of nondetections, time series analysis, and spatial point processes. It applies the methods discussed to contemporary astronomical research datasets using the R statistical software, making it invaluable for graduate students and researchers facing complex data analysis tasks. A link to the author's website for this book can be found at www.cambridge.org/msma. Material available on their website includes datasets, R code and errata. | ||
| 650 | 0 | _aStatistical astronomy. | |
| 700 | 1 |
_aBabu, Gutti Jogesh, _d1949- _eauthor. |
|
| 776 | 0 | 8 |
_iPrint version: _z9780521767279 |
| 856 | 4 | 0 | _uhttps://doi.org/10.1017/CBO9781139015653 |
| 999 |
_c519813 _d519811 |
||