Commit
R03 Stage E (writing): references.bib — literature referee's repairs (LITE-07) and 21 DOI-resolved additions: closest competitors (Deppner-Cajias 2024, Kolbe et al. 2021, Rico-Juan-Taltavull 2021), spatial-CV ancestors, SHAP-in-housing, Nolte et al. 2024, wild-bootstrap/multiplicity references (LITE-01..06, ECON-02, ADVE-05)
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
modified
paper/references.bib
+234 −4
@@ -22,7 +22,7 @@ at-sign cannot appear here. | ||
| 22 | 22 | year = {2010}, |
| 23 | 23 | volume = {89}, |
| 24 | 24 | number = {1}, |
| 25 | − pages = {3--25}, | |
| 25 | + pages = {3--26}, | |
| 26 | 26 | doi = {10.1111/j.1435-5957.2010.00279.x}, |
| 27 | 27 | } |
| 28 | 28 | |
@@ -167,13 +167,15 @@ at-sign cannot appear here. | ||
| 167 | 167 | author = {Ke, Guolin and Meng, Qi and Finley, Thomas and Wang, Taifeng and Chen, Wei and Ma, Weidong and Ye, Qiwei and Liu, Tie-Yan}, |
| 168 | 168 | title = {{LightGBM}: {A} highly efficient gradient boosting decision tree}, |
| 169 | 169 | booktitle = {Advances in Neural Information Processing Systems}, |
| 170 | + volume = {30}, | |
| 170 | 171 | year = {2017}, |
| 171 | 172 | pages = {3146--3154}, |
| 173 | + url = {https://proceedings.neurips.cc/paper/2017/hash/6449f44a102fde848669bdd9eb6b76fa-Abstract.html}, | |
| 172 | 174 | } |
| 173 | 175 | |
| 174 | 176 | @article{knight2002listing, |
| 175 | 177 | author = {Knight, John R.}, |
| 176 | − title = {Listing price, time on market, and ultimate selling price}, | |
| 178 | + title = {Listing price, time on market, and ultimate selling price: {Causes} and effects of listing price changes}, | |
| 177 | 179 | journal = {Real Estate Economics}, |
| 178 | 180 | year = {2002}, |
| 179 | 181 | volume = {30}, |
@@ -238,8 +240,10 @@ at-sign cannot appear here. | ||
| 238 | 240 | author = {Lundberg, Scott M. and Lee, Su-In}, |
| 239 | 241 | title = {A unified approach to interpreting model predictions}, |
| 240 | 242 | booktitle = {Advances in Neural Information Processing Systems}, |
| 243 | + volume = {30}, | |
| 241 | 244 | year = {2017}, |
| 242 | 245 | pages = {4765--4774}, |
| 246 | + url = {https://proceedings.neurips.cc/paper/2017/hash/8a20a8621978632d76c43dfd28b67767-Abstract.html}, | |
| 243 | 247 | } |
| 244 | 248 | |
| 245 | 249 | @article{lundberg2020local, |
@@ -435,6 +439,7 @@ at-sign cannot appear here. | ||
| 435 | 439 | year = {2003}, |
| 436 | 440 | pages = {67--89}, |
| 437 | 441 | doi = {10.1002/9780470690680.ch5}, |
| 442 | + note = {Crossref records the print date as 2002-10-18; the volume's copyright year is 2003}, | |
| 438 | 443 | } |
| 439 | 444 | |
| 440 | 445 | @article{meyer2021predicting, |
@@ -461,7 +466,7 @@ at-sign cannot appear here. | ||
| 461 | 466 | |
| 462 | 467 | @article{oates1969effects, |
| 463 | 468 | author = {Oates, Wallace E.}, |
| 464 | − title = {The effects of property taxes and local public spending on property values}, | |
| 469 | + title = {The effects of property taxes and local public spending on property values: {An} empirical study of tax capitalization and the {Tiebout} hypothesis}, | |
| 465 | 470 | journal = {Journal of Political Economy}, |
| 466 | 471 | year = {1969}, |
| 467 | 472 | volume = {77}, |
@@ -473,7 +478,7 @@ at-sign cannot appear here. | ||
| 473 | 478 | |
| 474 | 479 | @article{roberts2017cross, |
| 475 | 480 | author = {Roberts, David R. and Bahn, Volker and Ciuti, Simone and Boyce, Mark S. and Elith, Jane and Guillera-Arroita, Gurutzeta and Hauenstein, Severin and Lahoz-Monfort, Jos{\'e} J. and Schr{\"o}der, Boris and Thuiller, Wilfried and Warton, David I. and Wintle, Brendan A. and Hartig, Florian and Dormann, Carsten F.}, |
| 476 | − title = {Cross-validation strategies for data with temporal and spatial dependence}, | |
| 481 | + title = {Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure}, | |
| 477 | 482 | journal = {Ecography}, |
| 478 | 483 | year = {2017}, |
| 479 | 484 | volume = {40}, |
@@ -501,6 +506,7 @@ at-sign cannot appear here. | ||
| 501 | 506 | publisher = {Princeton University Press}, |
| 502 | 507 | year = {1953}, |
| 503 | 508 | pages = {307--317}, |
| 509 | + doi = {10.1515/9781400881970-018}, | |
| 504 | 510 | } |
| 505 | 511 | |
| 506 | 512 | @article{sirmans2005composition, |
@@ -988,3 +994,227 @@ at-sign cannot appear here. | ||
| 988 | 994 | pages = {763--819}, |
| 989 | 995 | doi = {10.1016/S1574-0099(05)02016-4}, |
| 990 | 996 | } |
| 997 | + | |
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| 1001 | + journal = {The Journal of Real Estate Finance and Economics}, | |
| 1002 | + year = {2024}, | |
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| 1005 | + pages = {235--273}, | |
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| 1007 | +} | |
| 1008 | + | |
| 1009 | +@article{kolbe2021real, | |
| 1010 | + author = {Kolbe, Jens and Schulz, Rainer and Wersing, Martin and Werwatz, Axel}, | |
| 1011 | + title = {Real estate listings and their usefulness for hedonic regressions}, | |
| 1012 | + journal = {Empirical Economics}, | |
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| 1017 | + doi = {10.1007/s00181-020-01992-3}, | |
| 1018 | +} | |
| 1019 | + | |
| 1020 | +@article{ricojuan2021machine, | |
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| 1022 | + title = {Machine learning with explainability or spatial hedonics tools? {An} analysis of the asking prices in the housing market in {Alicante}, {Spain}}, | |
| 1023 | + journal = {Expert Systems with Applications}, | |
| 1024 | + year = {2021}, | |
| 1025 | + volume = {171}, | |
| 1026 | + pages = {114590}, | |
| 1027 | + doi = {10.1016/j.eswa.2021.114590}, | |
| 1028 | +} | |
| 1029 | + | |
| 1030 | +@inproceedings{brenning2012spatial, | |
| 1031 | + author = {Brenning, Alexander}, | |
| 1032 | + title = {Spatial cross-validation and bootstrap for the assessment of prediction rules in remote sensing: {The} {R} package sperrorest}, | |
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| 1035 | + pages = {5372--5375}, | |
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| 1037 | +} | |
| 1038 | + | |
| 1039 | +@article{pohjankukka2017estimating, | |
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| 1041 | + title = {Estimating the prediction performance of spatial models via spatial $k$-fold cross validation}, | |
| 1042 | + journal = {International Journal of Geographical Information Science}, | |
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| 1044 | + volume = {31}, | |
| 1045 | + number = {10}, | |
| 1046 | + pages = {2001--2019}, | |
| 1047 | + doi = {10.1080/13658816.2017.1346255}, | |
| 1048 | +} | |
| 1049 | + | |
| 1050 | +@article{karasiak2022spatial, | |
| 1051 | + author = {Karasiak, Nicolas and Dejoux, Jean-Fran{\c{c}}ois and Monteil, Claude and Sheeren, David}, | |
| 1052 | + title = {Spatial dependence between training and test sets: {Another} pitfall of classification accuracy assessment in remote sensing}, | |
| 1053 | + journal = {Machine Learning}, | |
| 1054 | + year = {2022}, | |
| 1055 | + volume = {111}, | |
| 1056 | + number = {7}, | |
| 1057 | + pages = {2715--2740}, | |
| 1058 | + doi = {10.1007/s10994-021-05972-1}, | |
| 1059 | +} | |
| 1060 | + | |
| 1061 | +@article{mila2022nearest, | |
| 1062 | + author = {Mil{\`a}, Carles and Mateu, Jorge and Pebesma, Edzer and Meyer, Hanna}, | |
| 1063 | + title = {Nearest neighbour distance matching leave-one-out cross-validation for map validation}, | |
| 1064 | + journal = {Methods in Ecology and Evolution}, | |
| 1065 | + year = {2022}, | |
| 1066 | + volume = {13}, | |
| 1067 | + number = {6}, | |
| 1068 | + pages = {1304--1316}, | |
| 1069 | + doi = {10.1111/2041-210X.13851}, | |
| 1070 | +} | |
| 1071 | + | |
| 1072 | +@article{nolte2024data, | |
| 1073 | + author = {Nolte, Christoph and Boyle, Kevin J. and Chaudhry, Anita M. and Clapp, Christopher and Guignet, Dennis and Hennighausen, Hannah and Kushner, Ido and Liao, Yanjun and Mamun, Saleh and Pollack, Adam and Richardson, Jesse and Sundquist, Shelby and Swedberg, Kristen and Uhl, Johannes H.}, | |
| 1074 | + title = {Data practices for studying the impacts of environmental amenities and hazards with nationwide property data}, | |
| 1075 | + journal = {Land Economics}, | |
| 1076 | + year = {2024}, | |
| 1077 | + volume = {100}, | |
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| 1079 | + pages = {200--221}, | |
| 1080 | + doi = {10.3368/le.100.1.102122-0090r}, | |
| 1081 | +} | |
| 1082 | + | |
| 1083 | +@article{kramer2023explainable, | |
| 1084 | + author = {Kr{\"a}mer, Bastian and Nagl, Cathrine and Stang, Moritz and Sch{\"a}fers, Wolfgang}, | |
| 1085 | + title = {Explainable {AI} in a real estate context: {Exploring} the determinants of residential real estate values}, | |
| 1086 | + journal = {Journal of Housing Research}, | |
| 1087 | + year = {2023}, | |
| 1088 | + volume = {32}, | |
| 1089 | + number = {2}, | |
| 1090 | + pages = {204--245}, | |
| 1091 | + doi = {10.1080/10527001.2023.2170769}, | |
| 1092 | +} | |
| 1093 | + | |
| 1094 | +@article{iban2022explainable, | |
| 1095 | + author = {Iban, Muzaffer Can}, | |
| 1096 | + title = {An explainable model for the mass appraisal of residences: {The} application of tree-based machine learning algorithms and interpretation of value determinants}, | |
| 1097 | + journal = {Habitat International}, | |
| 1098 | + year = {2022}, | |
| 1099 | + volume = {128}, | |
| 1100 | + pages = {102660}, | |
| 1101 | + doi = {10.1016/j.habitatint.2022.102660}, | |
| 1102 | +} | |
| 1103 | + | |
| 1104 | +@article{potrawa2022how, | |
| 1105 | + author = {Potrawa, Tomasz and Tetereva, Anastasija}, | |
| 1106 | + title = {How much is the view from the window worth? {Machine} learning-driven hedonic pricing model of the real estate market}, | |
| 1107 | + journal = {Journal of Business Research}, | |
| 1108 | + year = {2022}, | |
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| 1111 | + doi = {10.1016/j.jbusres.2022.01.027}, | |
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| 1114 | +@article{geerts2023survey, | |
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| 1116 | + title = {A survey of methods and input data types for house price prediction}, | |
| 1117 | + journal = {ISPRS International Journal of Geo-Information}, | |
| 1118 | + year = {2023}, | |
| 1119 | + volume = {12}, | |
| 1120 | + number = {5}, | |
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| 1124 | + | |
| 1125 | +@article{ahmed2026residential, | |
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| 1134 | +@article{mackinnon2017wild, | |
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