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001			99964850002419
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008			160324s2016 flua o 000|0|eng|d
010			_a(WlAbNL)99964850002419
015			_aGBB653374 _2bnb
020			_a9781498711562 (PDF ebook) : _c£57.99
020			_z9781498711548 (paperback.) : _c£57.99
035			_a(WlAbNL)(Uk)ark:/81055/vdc_100044355891.0x000001
035			_a(WlAbNL)(Uk)017804960
037			_aTANDF_387630 _bIngram Content Group
040			_aStDuBDS _benglish _cStDuBDS _dUk _erda _epn _dWlAbNL
042			_aukblsr
050			_aHA30.6 LOV
082	0	4	_a519.50285 _223
100	1		_aLovelace, Robin _eauthor. _0http://id.loc.gov/authorities/names/no2016088608 _1http://viaf.org/viaf/23146284443615332109
245	1	0	_aSpatial microsimulation with R / _cRobin Lovelace and Morgane Dumont.
250			_aFirst editon
264		1	_aBoca Raton : _bChapman & Hall/CRC, _c2016.
300			_a1 online resource : _billustrations (black and white). _c26 centimeters.
336			_atext _2rdacontent
336			_astill image _2rdacontent
337			_acomputer _2rdamedia
338			_aonline resource _2rdacarrier
490	0		_aChapman & Hall/CRC the R series
505	0		_aIntroducing spatial microsimulation with R; Introduction; Who this book is for and how to use it; Motivations; A definition of spatial microsimulation; Learning by doing; Why spatial microsimulation with R?; Learning the R language; Typographic conventions; An overview of the book SimpleWorld: A worked example of spatial microsimulation; Getting setup with the RStudio environment; SimpleWorld data; Generating a weight matrix; Spatial microdata; SimpleWorld in context What is spatial microsimulation?; Terminology; What spatial microsimulation is not; Applications; Assumptions Generating spatial microdata ; Data preparation; Accessing the input data; Target and constraint variables; Loading input data; Subsetting to remove excess information; Re-categorising individual level variables; Matching
505	0		_aindividual and aggregate level data names; ‘Flattening’ the individual level data Population synthesis; Weighting algorithms; Iterative Proportional Fitting; Integerisation; Expansion; Integerisation and expansion; Comparing ipfp with mipfp Alternative approaches to population synthesis; GREGWT; Population synthesis as an optimization problem; simPop; The Urban Data Science Toolkit (UDST) Spatial microsimulation in the wild; Selection of constraint variables; Preparing the input data; Using the ipfp package; Using the mipfp package; Comparing methods of reweighting large datasets Model checking and evaluation; Internal validation; Empty cells; External validation Population synthesis without microdata; Global cross-tables and local marginal distributions; Two level aggregated data
505	0		_aHousehold allocation; Independent data (individuals and households); Cross data: individual and household level information Modelling spatial microdata ; The TRESIS approach to spatial microsimulation; Overview of TRESIS modelling system; Synthetic households; Using demand models to allocate synthetic households to zones using R; Conclusions Spatial microsimulation for agent-based models; ABM software; Setting up SimpleWorld in NetLogo; Allocating attributes to agents; Running SimpleWorld; Control the ABM from R Appendix: Getting up to speed with R Glossary Bibliography A summary appears at the end of each chapter.
506	1		_aLegal Deposit; _cOnly available on premises controlled by the deposit library and to one user at any one time; _eThe Legal Deposit Libraries (Non-Print Works) Regulations (UK). _5WlAbNL
540			_aRestricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force. _5WlAbNL
588			_aDescription based on CIP data; item not viewed.
650		0	_aSpatial analysis (Statistics) _xData processing. _0http://id.loc.gov/authorities/subjects/sh85126347
650		0	_aR (Computer program language) _0http://id.loc.gov/authorities/subjects/sh2002004407
700	1		_aDumont, Morgane, _ejoint author. _0http://id.loc.gov/authorities/names/no2016088609 _1http://viaf.org/viaf/101146936686613781318
776	0	8	_iPrint version : _z9781498711548
942			_2lcc _cBOOK _n0
981			_aLD-Ebook
999			_c280 _d280