-
Notifications
You must be signed in to change notification settings - Fork 14
/
referencesSampling.bib
2858 lines (2576 loc) · 97.1 KB
/
referencesSampling.bib
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
% 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},