| 000 | 02292cam a22002535i 4500 | ||
|---|---|---|---|
| 003 | GSU | ||
| 005 | 20260721090144.0 | ||
| 008 | 200504s2020 cau 000 0 eng | ||
| 020 | _a9781526449351 (hardback) | ||
| 040 |
_aDLC _beng _erda _cGSU _dGSU |
||
| 050 |
_aQA276.45 _bCOM |
||
| 100 | 1 |
_aComber, Lex, _eauthor. |
|
| 245 | 1 | 0 |
_aGeographical data science and spatial data analytics in R : _ban introduction / _cLex Comber, Chris Brunsdon. |
| 264 | 1 |
_aThousand Oaks : _bSAGE Publications, _c©2020. |
|
| 300 |
_axv, 339 pages : _billustrations ; _c25 cm |
||
| 336 |
_atext _btxt _2rdacontent |
||
| 337 |
_aunmediated _bn _2rdamedia |
||
| 338 |
_avolume _bnc _2rdacarrier |
||
| 490 | 0 |
_aSpatial analytics and gis; _vbook 6 |
|
| 504 | _aIncludes index. | ||
| 520 |
_a"We are in an age of big data where all of our everyday interactions and transactions generate data. Much of this data is spatial - it is collected some-where - and identifying analytical insight from trends and patterns in these increasing rich digital footprints presents a number of challenges. These include the questioning of classical statistical hypothesis testing (with Big Data almost everything is significant), the importance of data visualizations to support robust hypothesis development and the role of spatial data analytics to link different big spatial datasets and to support trend identification. This book builds on the tools and techniques described in An Introduction to R for Spatial Analysis and Mapping by Brunsdon and Comber, extending these into Big Spatial Data and Data Analytics. It reflects a number of recent developments in both thinking about Big Spatial Data and in handling such data in R, the open source statistical software, which have significantly increased R's ability to handle, process and visualize big data. As yet there are no text books which reflect these recent developments in data handling in R, that develop robust inferential methods for Big Data analysis, that include spatial operations in data analytics or that describe advanced spatial manipulations and visualizations of highly dimensional, spatially referenced data. This book addresses these gaps"-- _cProvided by publisher. |
||
| 700 | 1 |
_aBrunsdon, Chris, _eauthor. |
|
| 942 |
_2lcc _cRB _hQA276.45 _kQA _mCOM _n0 |
||
| 999 |
_c2856 _d2856 |
||