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referencesSampling.bib
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% Encoding: UTF-8
@Manual{remotes,
title = {remotes: R Package Installation from Remote Repositories, Including
'GitHub'},
author = {G{\'a}bor Cs{\'a}rdi and Jim Hester and Hadley Wickham and Winston Chang and Martin Morgan and Dan Tenenbaum},
year = {2021},
note = {R package version 2.4.2},
url = {https://CRAN.R-project.org/package=remotes},
}
@Manual{tibble,
title = {tibble: Simple Data Frames},
author = {Kirill Müller and Hadley Wickham},
year = {2021},
note = {R package version 3.1.6},
url = {https://CRAN.R-project.org/package=tibble},
}
@Manual{stringr,
title = {stringr: Simple, Consistent Wrappers for Common String Operations},
author = {Hadley Wickham},
year = {2019},
note = {R package version 1.4.0},
url = {https://CRAN.R-project.org/package=stringr},
}
@BOOK{Wickham2017,
title = {{R for Data Science. Import, Tidy, Transform, Visualize, and Model Data}},
publisher = {O'Reilly Media},
year = {2017},
author = {Wickham, H. and Grolemund, G.},
address = {Sebastopol},
isbn={9781491910399},
url={https://books.google.nl/books?id=-7RhvgAACAAJ},
}
@BOOK{Hastie2009,
title = {{The Elements of Statistical Learning. Data Mining, Inference, and Prediction}},
publisher = {Springer},
year = {2009},
edition = {Second},
author = {Hastie, T. and Tibshirani, R. and Friedman, J.},
address = {New York}
}
@Article{Wickham2019,
title = {Welcome to the {tidyverse}},
author = {Hadley Wickham and Mara Averick and Jennifer Bryan and Winston Chang and Lucy D'Agostino McGowan and Romain François and Garrett Grolemund and Alex Hayes and Lionel Henry and Jim Hester and Max Kuhn and Thomas Lin Pedersen and Evan Miller and Stephan Milton Bache and Kirill Müller and Jeroen Ooms and David Robinson and Dana Paige Seidel and Vitalie Spinu and Kohske Takahashi and Davis Vaughan and Claus Wilke and Kara Woo and Hiroaki Yutani},
year = {2019},
journal = {Journal of Open Source Software},
volume = {4},
number = {43},
pages = {1686},
doi = {10.21105/joss.01686},
}
@Manual{devtools,
title = {devtools: Tools to Make Developing R Packages Easier},
author = {Hadley Wickham and Jim Hester and Winston Chang},
year = {2021},
note = {R package version 2.4.2},
url = {https://CRAN.R-project.org/package=devtools},
}
@Manual{nlme,
title = {{nlme}: Linear and Nonlinear Mixed Effects Models},
author = {J. Pinheiro and D. Bates and S. DebRoy and D. Sarkar and {R Core Team}},
year = {2021},
note = {R package version 3.1-152},
url = {https://CRAN.R-project.org/package=nlme}
}
@Article{sf,
author = {Edzer Pebesma},
title = {Simple Features for {R}: Standardized Support for Spatial Vector Data},
year = {2018},
journal = {{The R Journal}},
doi = {10.32614/RJ-2018-009},
url = {https://doi.org/10.32614/RJ-2018-009},
pages = {439--446},
volume = {10},
number = {1},
}
@Manual{dplyr,
title = {dplyr: A Grammar of Data Manipulation},
author = {Hadley Wickham and Romain François and Lionel Henry and Kirill M{\"u}ller},
year = {2021},
note = {R package version 1.0.7},
url = {https://CRAN.R-project.org/package=dplyr},
}
@Manual{matrixcalc,
title = {matrixcalc: Collection of Functions for Matrix Calculations},
author = {Frederick Novomestky},
year = {2021},
note = {R package version 1.0-5},
url = {https://CRAN.R-project.org/package=matrixcalc},
}
@BOOK{Brus2022,
title = {Spatial Sampling with R},
publisher = {CRC Press},
year = {2022},
author = {Brus, D. J.},
address = {New York}
}
@BOOK{WebsterLark2013,
title = {Field Sampling for Environmental Science and Management},
publisher = {Routledge},
year = {2013},
author = {Webster, R. and Lark, M.},
address = {Abingdon-on-Thames, UK}
}
@Article{WangZhu2019,
title = {Spatiotemporal balanced sampling design for longitudinal area surveys},
author = {Wang, Z. and Zhu, Z.},
journal = {Journal of Agricultural, Biological, and Environmental Statistics},
volume = {24},
number = {2},
pages = {245--263},
doi = {10.1007/s13253-019-00350-w},
year = {2019},
}
@Article{ZhaoGrafstrom2020,
title = {A sample coordination method to monitor totals of environmental variables},
author = {Zhao, X. and Grafstr{\"o}m, A.},
journal = {Environmetrics},
volume = {31},
number = {6},
doi = {10.1002/env.2625},
year = {2020},
}
@Article{Ware1962,
title = {Continuous forest inventory with partial replacement of samples},
author = {Ware, K. D. Ware and Cunia, T.},
journal = {Forest Science Monographs},
volume = {3},
pages = {1--40},
year = {1962},
}
@Article{clustMixType,
title = {{clustMixType}: User-Friendly Clustering of Mixed-Type Data in {R}},
author = {Gero Szepannek},
journal = {The R Journal},
volume = {10},
number = {2},
pages = {200--208},
year = {2018},
url = {https://doi.org/10.32614/RJ-2018-048},
doi = {10.32614/RJ-2018-048},
}
@ARTICLE{Huang1998,
author = {Z. Huang},
title = {Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values},
journal = {Data Mining and Knowledge Discovery},
year = {1998},
volume = {2},
pages = {283--304}
}
@Manual{terra,
title = {{terra: Spatial Data Analysis}},
author = {Robert J. Hijmans},
year = {2021},
note = {R package version 1.4-11},
url = {https://CRAN.R-project.org/package=terra},
}
@TechReport{Eurostat2018,
author = {M. Ballin and G. Barcaroli and M. Masselli and M. Scarn{\'o}},
title = {{Redesign sample for Land Use/Cover Area frame Survey (LUCAS) 2018}},
institution = {{Eurostat}},
year = {2018}
}
@ARTICLE{Karger2017,
author = {Karger, D. N. and Conrad, O. and B{\"o}hner, J. and Kawohl, T. and Kreft, H. and Soria-Auza, R. W. and Zimmermann, N. E. and Linder, H. P. and Kessler, M.},
title = {Climatologies at high resolution for the earth’s land surface areas},
journal = {Scientific Data},
year = {2017},
volume = {4},
pages = {170122}
}
@BOOK{sch93,
title = {Sampling Methods for Multiresource Forest Inventory},
publisher = {Wiley},
year = {1993},
author = {H. T. Schreuder and T. G. Gregoire and G. B. Wood},
address = {New York}
}
@InCollection{Minasny2010,
author = {Minasny, B. and A. B. McBratney},
title = {Conditioned {L}atin Hypercube Sampling for Calibrating Soil Sensor Data to Soil Properties},
booktitle = {Proximal Soil Sensing},
publisher = {Springer, Dordrecht},
year = {2010},
editor = {R. A. {Viscarra Rossel} and A. B. McBratney and B. Minasny},
pages = {111--119}
}
@InCollection{Roudier2012,
author = {Roudier, P. and Hewitt, A. E. and Beaudette, D. E.},
title = {{A conditioned Latin hypercube sampling algorithm incorporating operational constraints}},
booktitle = {Digital Soil Assessments and Beyond. Proceedings of the 5th Global Workshop on Digital Soil Mapping},
publisher = {CRC Press/Balkema},
address = {Leiden},
year = {2012},
editor = {B. Minasny and B. P. Malone and A. B. McBratney},
pages = {227--232}
}
@ARTICLE{Brus2014c,
author = {Brus, D. J. and P. A. Slim and A. H. Heidema and H. F. {van Dobben}},
title = {Trend monitoring of the areal extent of habitats in a subsiding coastal
area by spatial probability sampling},
journal = {Ecological Indicators},
year = {2014},
volume = {45},
pages = {313--319},
owner = {brus003},
timestamp = {2014.02.25}
}
@ARTICLE{Koop1990,
author = {J. C. Koop},
title = {Systematic sampling of two-dimensional surfaces and related problems},
journal = {Communications in Statistics. Part A, Theory and Methods},
year = {1990},
volume = {19},
pages = {1701--1750}
}
@INPROCEEDINGS{gurney1965,
author = {M. Gurney and J. F. Daly},
title = {A multivariate approach to estimation in periodic sample surveys},
booktitle = {Proceedings of the American Statistical Association, Section on Social
Statistics},
year = {1965},
pages = {242--257},
owner = {brus003},
timestamp = {2010.08.27}
}
@ARTICLE{woodruff1963,
author = {Woodruff, Ralph S.},
title = {The Use of Rotating Samples in the {Census Bureau's} Monthly Surveys},
journal = {Journal of the American Statistical Association},
year = {1963},
volume = {58},
pages = {454--467},
number = {302},
issn = {01621459},
url = {http://www.jstor.org/stable/2283279}
}
@ARTICLE{patterson1950,
author = {Patterson, H. D.},
title = {Sampling on Successive Occasions with Partial Replacement of Units},
journal = {Journal of the Royal Statistical Society. Series B (Methodological)},
year = {1950},
volume = {12},
pages = {241--255},
number = {2},
url = {http://www.jstor.org/stable/2983982}
}
@ARTICLE{jessen1942,
author = {R. J. Jessen},
title = {Statistical investigation of a sample survey for obtaining farm facts},
journal = {Research Bulletin (Iowa Agriculture and Home Economics Experiment Station)},
year = {1942},
volume = {26},
number = {304},
pages = {54--59},
owner = {brus003}
}
@INCOLLECTION{bin88,
author = {D. A. Binder and M. A. Hidiroglou},
title = {Sampling in Time},
booktitle = {Handbook of Statistics},
publisher = {North-Holland},
year = {1988},
editor = {P. R. Krishnaiah and C. R. Rao},
volume = {6},
pages = {187--211},
address = {Amsterdam}
}
@ARTICLE{McLaren2001,
author = {C. H. McLaren and D. G. Steel},
title = {Rotation patterns and trend estimation for repeated surveys using
rotation group estimates},
journal = {Statistica Neerlandica},
year = {2001},
volume = {55},
number = {2},
pages = {221--238},
owner = {brus003},
timestamp = {2010.11.26}
}
@ARTICLE{dun87,
author = {G. J. Duncan and G. Kalton},
title = {Issues of design and analysis of surveys across time},
journal = {International Statistical Review},
year = {1987},
volume = {55},
pages = {97--117}
}
@ARTICLE{ful99,
author = {W. A. Fuller},
title = {Environmental surveys over time},
journal = {Journal of Agricultural, Biological, and Environmental Statistics},
year = {1999},
volume = {4},
number = {4},
pages = {331--345}
}
@ARTICLE{fuller99,
author = {W. A. Fuller and F. J. Breidt},
title = {Estimation for supplemented panels},
journal = {Sankhya: {T}he {I}ndian {J}ournal of {S}tatistics},
year = {1999},
volume = {61, Series B},
pages = {58--70},
owner = {brus003}
}
@ARTICLE{urq99,
author = {N. S. Urquhart and T. M. Kincaid},
title = {Designs for detecting trend from repeated surveys of ecological resources},
journal = {Journal of Agricultural, Biological, and Environmental Statistics},
year = {1999},
volume = {4},
pages = {404--414},
owner = {brus003},
timestamp = {2008.06.09}
}
@ARTICLE{Brus2013,
author = {D. J. Brus and J. J. {de Gruijter}},
title = {Effects of spatial pattern persistence on the performance of sampling
designs for regional trend monitoring analyzed by simulation of
space-time fields},
journal = {Computers \& Geosciences},
year = {2013},
volume = {61},
pages = {175--183},
owner = {brus003},
timestamp = {2013.09.09}
}
@ARTICLE{Brus2012,
author = {D. J. Brus and J. J. {de Gruijter}},
title = {A hybrid design-based and model-based sampling approach to estimate
the temporal trend of spatial means},
journal = {Geoderma},
year = {2012},
volume = {173-174},
pages = {241--248},
doi = {10.1016/j.geoderma.2011.12.010},
owner = {brus003},
timestamp = {2009.12.11}
}
@ARTICLE{Brus2011,
author = {D. J. Brus and J. J. {de Gruijter}},
title = {Design-based {Generalized Least Squares} estimation of status and
trend of soil properties from monitoring data},
journal = {Geoderma},
year = {2011},
volume = {164},
number = {3--4},
pages = {172--180},
doi = {10.1016/j.geoderma.2011.06.001},
owner = {brus003},
timestamp = {2009.12.11}
}
@ARTICLE{Breidt99,
author = {F. J. Breidt and W. A. Fuller},
title = {Design of supplemented panel surveys with application to the {N}ational
{R}esources {I}nventory},
journal = {Journal of Agricultural, Biological, and Environmental Statistics},
year = {1999},
volume = {4},
number = {4},
pages = {391--403},
owner = {brus003},
timestamp = {2008.06.09}
}
@BOOK{Xie2020,
title = {R Markdown Cookbook},
publisher = {Chapman \& Hall/CRC},
address = {Boca Raton},
edition = {First},
year = {2020},
author = {Yihui Xie and Christophe Dervieux and Emily Riederer}
}
@BOOK{Vaillant2018,
title = {Practical Tools for Designing and Weighting Survey Samples},
publisher = {Springer},
edition = {Second},
year = {2018},
author = {Richard Valliant and Jill A. Dever and Frauke Kreuter},
address = {New York}
}
@Manual{PracTools,
title = {PracTools: Tools for Designing and Weighting Survey Samples},
author = {Richard Valliant and Jill A. Dever and Frauke Kreuter},
year = {2021},
note = {R package version 1.2.3},
url = {https://CRAN.R-project.org/package=PracTools},
}
@Manual{QuantileNPCI,
title = {QuantileNPCI: Nonparametric Confidence Intervals for Quantiles},
author = {Nicholas Hutson and Alan Hutson and Li Yan},
year = {2019},
note = {R package version 0.9.0},
url = {https://CRAN.R-project.org/package=QuantileNPCI},
}
@Article{Hutson1999,
author = {Alan D. Hutson},
title = {Calculating Nonparametric Confidence Intervals for Quantiles Using Fractional Order Statistics},
journal = {Journal of Applied Statistics},
year = {1999},
volume = {26},
number = {3},
pages = {343--353},
doi = {10.1080/02664769922458}
}
@Article{Hyndman1996,
author = {R. J. Hyndman and Y. Fan},
title = {Sample Quantiles in Statistical Packages},
journal = {American Statistician},
year = {1996},
volume = {50},
number = {4},
pages = {361--365},
doi = {10.2307/2684934}
}
@Manual{GGally,
title = {GGally: Extension to 'ggplot2'},
author = {Barret Schloerke and Di Cook and Joseph Larmarange and Francois Briatte and Moritz Marbach and Edwin Thoen and Amos Elberg and Jason Crowley},
year = {2021},
note = {R package version 2.1.2},
url = {https://CRAN.R-project.org/package=GGally},
}
@BOOK{Cassel1977,
title = {{Foundations of Inference in Survey Sampling}},
publisher = {Wiley},
year = {1977},
author = {C. M. Cassel and C. E. S{\"a}rndal and J. H. Wretman},
address = {New York}
}
@Article{Matern1947,
author = {B. Mat{\'e}rn},
title = {Methods of estimating the accuracy of line and sample plot surveys},
journal = {Meddelanden från Statens Skogsforskningsinstitut},
year = {1947},
volume = {36},
number = {1}
}
@Article{Grafstrom2019,
author = {Grafstr{\"o}m, A. and Ekstr{\"o}m, M. and Jonsson, B. G. and Esseen, P-A and St\r{a}hl, G},
title = {On combining independent probability samples},
journal = {Survey Methodology},
year = {2019},
volume = {45},
number = {2},
pages = {349--364}
}
@BOOK{ger99,
title = {The Nature of Mathematical Modeling},
publisher = {Cambridge University Press},
year = {1999},
author = {N. Gershenfeld},
address = {Cambridge}
}
@Article{Deville2005,
author = {Deville, J. C. and Till{\'e}, Y.},
title = {Variance approximation under balanced sampling.},
journal = {Journal of Statistical Planning and Inference},
year = {2005},
volume = {128},
number = {2},
pages = {569--591}
}
@ARTICLE{Kim2019,
author = {J.K. Kim and Z. Wang},
title = {Sampling techniques for big data analysis},
journal = {International Statistical Review},
year = {2019},
volume = {87},
number={S1},
pages = {S177--S191}
}
@Book{DeVries1986,
title = {Sampling Theory for Forest Inventory: A Teach-Yourself Course},
author = {P. G. {De Vries}},
publisher = {Springer-Verlag},
address = {New York},
year = {1986}
}
@ARTICLE{Falorsi2008,
author = {P. D. Falorsi and P. Righi},
title = {A balanced sampling approach for multi-way stratification designs for small area estimation},
journal = {Survey Methodology},
year = {2008},
volume = {34},
number = {2},
pages = {223--234}
}
@Manual{DescTools,
title = {DescTools: Tools for Descriptive Statistics},
author = {Andri Signorell},
year = {2021},
note = {R package version 0.99.43},
url = {https://cran.r-project.org/package=DescTools}
}
@ARTICLE{Bethel1989,
author={J. Bethel},
title={{Sample allocation in multivariate surveys}},
journal={Survey Methodology},
year={1989},
volume={15},
number={1},
pages={47--57}
}
@ARTICLE{Stehman2018,
author={S. V. Stehman and C. C. Fonte and G. M. Foody and L. See},
title={{Using volunteered geographic information (VGI) in design-based statistical inference for area estimation and accuracy assessment of land cover}},
journal={Remote Sensing of Environment},
year={2018},
volume={212},
pages={47--59},
doi = {10.1016/j.rse.2018.04.014}
}
@Manual{samplingBigData,
title = {SamplingBigData: Sampling Methods for Big Data},
author = {Jonathan Lisic and Anton Grafström},
year = {2018},
note = {R package version 1.0.0},
url = {https://CRAN.R-project.org/package=SamplingBigData}
}
@Manual{surveyplanning,
title = {{surveyplanning}: Survey planning tools},
author = {Juris Breidaks and Martins Liberts and Janis Jukams},
year = {2020},
note = {R package version 4.0},
url = {https://csblatvia.github.io/surveyplanning/}
}
@Manual{fields,
title = {fields: Tools for Spatial Data},
author = {D. Nychka and R. Furrer and J. Paige and S. Sain and F. Gerber and M. Iverson},
note = {R package version 13.3},
organization = {University Corporation for Atmospheric Research},
address = {Boulder, CO, USA},
year = {2021},
url = {https://github.com/dnychka/fieldsRPackage},
}
@Manual{rgdal,
title = {{rgdal: Bindings for the 'Geospatial' Data Abstraction Library}},
author = {Roger Bivand and Tim Keitt and Barry Rowlingson},
year = {2021},
note = {R package version 1.5-27},
url = {https://CRAN.R-project.org/package=rgdal}
}
@Manual{pwr,
title = {{pwr: Basic Functions for Power Analysis}},
author = {Stephane Champely},
year = {2020},
note = {R package version 1.3-0},
url = {https://CRAN.R-project.org/package=pwr}
}
@Book{VenablesRipley2002,
title = {Modern Applied Statistics with S},
author = {W. N. Venables and B. D. Ripley},
publisher = {Springer},
edition = {Fourth},
address = {New York},
year = {2002},
url = {http://www.stats.ox.ac.uk/pub/MASS4/}
}
@Manual{SampleSizeBinomial,
title = {SampleSizeBinomial: Bayesian sample size determination for a single binomial proportion},
author = {Lawrence Joseph and David B. Wolfson and Roxane {du Berger} and Patrick B{\' e}lisle},
year = {2018},
note = {R package version 1.1},
}
@Manual{R2020,
title = {R: A language and environment for statistical computing},
author = {{R Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2021},
url = {https://www.R-project.org/}
}
@Book{FoxWeinsberg2019,
title = {An {R} Companion to Applied Regression},
edition = {Third},
author = {John Fox and Sanford Weisberg},
year = {2019},
publisher = {Sage},
address = {Thousand Oaks {CA}},
url = {https://socialsciences.mcmaster.ca/jfox/Books/Companion/}
}
@Manual{magrittr,
title = {{magrittr: A Forward-Pipe Operator for R}},
author = {Stefan Milton Bache and Hadley Wickham},
year = {2020},
note = {R package version 2.0.1},
url = {https://CRAN.R-project.org/package=magrittr}
}
@Book{Bivand2013,
author = {Roger S. Bivand and Edzer Pebesma and Virgilio G{\'o}mez-Rubio},
title = {Applied Spatial Data Analysis with {R}},
edition = {Second},
year = {2013},
publisher = {Springer},
address = {New York},
url = {https://asdar-book.org/}
}
@ARTICLE{peb04,
author = {E. J. Pebesma},
title = {Multivariable geostatistics in {S}: the gstat package},
journal = {Computers \& Geosciences},
year = {2004},
volume = {30},
number = {7},
pages = {683--691}
}
@Manual{rpms,
title = {{rpms: Recursive Partitioning for Modeling Survey Data}},
author = {Daniell Toth},
year = {2021},
note = {R package version 0.5.1},
url = {https://CRAN.R-project.org/package=rpms}
}
@Manual{forcats,
title = {{forcats: Tools for Working with Categorical Variables (Factors)}},
author = {Hadley Wickham},
year = {2021},
note = {R package version 0.5.1},
url = {https://CRAN.R-project.org/package=forcats}
}
@Manual{leaps,
title = {{leaps: Regression Subset Selection}},
author = {T. Lumley},
year = {2020},
note = {R package version 3.1},
url = {https://CRAN.R-project.org/package=leaps}
}
@Manual{geoR,
title = {{geoR: Analysis of Geostatistical Data}},
author = {Paulo J. {Ribeiro Jr} and Peter J. Diggle and Martin Schlather and Roger Bivand and Brian Ripley},
year = {2020},
note = {R package version 1.8-1},
url = {https://CRAN.R-project.org/package=geoR}
}
@ARTICLE{Breidenbach2012,
author={Breidenbach, J. and Astrup, R.},
title={{Small area estimation of forest attributes in the Norwegian National Forest Inventory}},
journal={European Journal of Forest Research},
year={2012},
volume={131},
pages={1255--1267}
}
@Manual{rsae,
title = {rsae: Robust Small Area Estimation},
author = {Tobias Schoch},
year = {2014},
note = {R package version 0.1-5}
}
@BOOK{Rao2003,
author={Rao, J. N. K.},
title={Small Area Estimation},
publisher = {John Wiley \& Sons},
address = {Hoboken},
year={2003}
}
@Manual{JoSAE,
title = {JoSAE: Unit-Level and Area-Level Small Area Estimation},
author = {Johannes Breidenbach},
year = {2018},
note = {R package version 0.3.0},
url = {https://CRAN.R-project.org/package=JoSAE}
}
@Manual{maSAE,
title = {maSAE: Mandallaz' Model-Assisted Small Area Estimators},
author = {Cullman, A. D.},
year = {2021},
note = {R package version 2.0.3},
url = {https://CRAN.R-project.org/package=maSAE}
}
@ARTICLE{Mandallaz2013,
author={Mandallaz, D. and Breschan, J. and Hill, A.},
title={{New regression estimators in forest inventories with two-phase sampling and partially exhaustive information: A design-based Monte Carlo approach with applications to small-area estimation}},
journal={Canadian Journal of Forest Research},
year={2013},
volume={43},
number={11},
pages={1023--1031},
doi={10.1139/cjfr-2013-0181}
}
@BOOK{Mandallaz2007,
author={Mandallaz, D.},
title={Sampling Techniques for Forest Inventories},
publisher = {Chapman \& Hall/CRC},
address = {Boca Raton},
year={2007},
doi={10.1201/9781584889779}
}
@ARTICLE{Wu2003,
author={Wu, C.},
title={Optimal calibration estimators in survey sampling},
journal={Biometrika},
year={2003},
volume={90},
number={4},
pages={937--951}
}
@ARTICLE{Hill2021,
author={Hill, A. and Massey, A. and Mandallaz, D.},
title={The {R} Package forestinventory: Design-Based Global and Small Area Estimations for Multiphase Forest Inventories},
journal={Journal of Statistical Software},
year={2021},
volume={97},
number={4},
pages={1--40},
doi={10.18637/jss.v097.i04}
}
@ARTICLE{McConville2017,
author={McConville, K. S. and Jay Breidt, F. and Lee, T. C. M. and Moisen, G. G.},
title={Model-assisted survey regression estimation with the lasso},
journal={Journal of Survey Statistics and Methodology},
year={2017},
volume={5},
number={2},
pages={131--158},
doi={10.1093/jssam/smw041},
art_number={smw041}
}
@ARTICLE{McConville2013,
author={McConville, K. S. and Breidt, F. J.},
title={Survey design asymptotics for the model-assisted penalised spline regression estimator},
journal={Journal of Nonparametric Statistics},
year={2013},
volume={25},
number={3},
pages={745--763},
doi={10.1080/10485252.2013.780057}
}
@ARTICLE{McConville2019,
author={McConville, K. S. and Toth, D.},
title={Automated selection of post-strata using a model-assisted regression tree estimator},
journal={Scandinavian Journal of Statistics},
year={2019},
volume={46},
number={2},
pages={389--413},
doi={10.1111/sjos.12356}
}
@article{McConville2020,
author = {K. S. McConville and G. G. Moisen and T. S. Frescino},
title = {A Tutorial on Model-Assisted Estimation with Application to Forest Inventory},
year = {2020},
journal = {Forests},
doi = {10.3390/f11020244},
url = {www.mdpi.com/journal/forests},
volume = {11},
number = {2},
pages = {244},
}
@Manual{mase2018,
title = {{mase: Model-Assisted Survey Estimation}},
author = {Kelly McConville and Becky Tang and George Zhu and Sida Li and Shirley Chueng and Daniell Toth},
year = {2021},
note = {R package version 0.1.3},
url = {https://cran.r-project.org/package=mase}
}
@article{Molina2015,
author = {Isabel Molina and Yolanda Marhuenda},
title = {{sae: An R Package for Small Area Estimation}},
year = {2015},
journal = {{The R Journal}},
doi = {10.32614/RJ-2015-007},
url = {https://doi.org/10.32614/RJ-2015-007},
pages = {81--98},
volume = {7},
number = {1}
}
@Manual{Goerg2013,
title = {{LICORS: Light Cone Reconstruction of States - Predictive State Estimation From Spatio-Temporal Data}},
author = {G. M. Goerg},
year = {2013},
note = {R package version 0.2.0},
url = {https://CRAN.R-project.org/package=LICORS}
}
@Article{Lenth2009,
author = {R. V. Lenth},
journal = {Journal of Statistical Software},
title = {{Response-Surface Methods in {R}, Using {rsm}}},
year = {2009},
number = {7},
pages = {1--17},
volume = {32}
}
@Article{Baillargeon2011,
author = {S. Baillargeon and L.-P. Rivest},
title = {{The construction of stratified designs in R with the package stratification}},
journal = {Survey Methodology},
year = {2011},
volume = {37},
number={1},
pages = {53--65}
}
@Manual{Baillargeon2014,
title = {{stratification: Univariate Stratification of Survey Populations}},
author = {L.-P. Rivest and S. Baillargeon},
year = {2017},
note = {R package version 2.2-6}
}
@Article{bog99,
author = {P. Bogaert and D. Russo},
title = {Optimal spatial sampling design for the estimation of the variogram based on a least squares approach},
journal = {Water Resources Research},
year = {1999},
volume = {35},
number = {4},
pages = {1275--1289}
}
@Article{bra08,
author = {C. J. F. {ter Braak} and D. J. Brus and E. J. Pebesma},
title = {Comparing sampling patterns for kriging the spatial mean temporal trend},
journal = {Journal of Agricultural, Biological, and Environmental Statistics},
year = {2008},
volume = {13},
pages = {159--176},
owner = {brus003}
}
@Article{Brus2014b,
author = {D. J. Brus},
title = {Statistical sampling approaches for soil monitoring},
journal = {European Journal of Soil Science},
year = {2014},
volume = {65},
pages = {779--791},
doi = {10.1111/ejss.12176},
owner = {brus003}
}
@Article{bru00b,
author = {D. J. Brus and M. J. W. Jansen and W. F. {de Haan}},
title = {Designing efficient sampling schemes for reconnaissance surveys of contaminated bed sediments in water courses},
journal = {Geologie en Mijnbouw/Netherlands Journal of Geosciences},
year = {2000},
volume = {79},
pages = {441--447},
owner = {brus003}
}
@Article{Brus2019,
author = {Brus, D. J. and Yang, L. and Zhu, A. X.},
title = {Accounting for differences in costs among sampling locations in optimal stratification},
journal = {European Journal of Soil Science},
year = {2019},
volume = {70},
pages = {200--212},
doi = {10.1111/ejss.12731}
}
@Article{bru00,
author = {D. J. Brus},
title = {Using regression models in design-based estimation of spatial means of soil properties},
journal = {European Journal of Soil Science},
year = {2000},
volume = {51},
pages = {159--172}
}
@Article{bru94a,
author = {D. J. Brus},
title = {Improving design-based estimation of spatial means by soil map stratification. {A} case study of phosphate saturation},
journal = {Geoderma},
year = {1994},
volume = {62},
pages = {233--246}
}
@Article{Brus2015,
author = {Brus, D. J.},
title = {{Balanced sampling: A versatile sampling approach for statistical soil surveys}},
journal = {Geoderma},
year = {2015},
volume = {253-254},
pages = {111--121},
owner = {brus003}
}
@Article{bru03a,
author = {D. J. Brus and J. J. {de Gruijter}},
title = {A method to combine non-probability sample data with probability sample data in estimating spatial means of environmental variables},
journal = {Environmental Monitoring and Assessment},
year = {2003},
volume = {83},
number = {3},
pages = {303--317}
}
@Article{bru93,
author = {D. J. Brus and J. J. {de Gruijter}},
title = {Design-based versus model-based estimates of spatial means. {Theory} and application in environmental soil science},
journal = {Environmetrics},
year = {1993},
volume = {4},
pages = {123--152}
}
@Article{bru94b,
author = {D. J. Brus and J. J. {de Gruijter}},
title = {Estimation of non-ergodic variograms and their sampling variance by design-based sampling strategies},
journal = {Mathematical Geology},
year = {1994},