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Menkveld, AlbertJ., Dreber, A., Holzmeister, F., Huber, J., Johanneson, M., Kirchler, M., Razen, M., Weitzel, U., Abad, D., Abudy, M.(., Adrian, T., Ait-Sahalia, Y., Akmansoy, O., Alcock, J., Alexeev, V., Aloosh, A., Amato, L., Amaya, D., Angel, JamesJ., Bach, A., Baidoo, E., Bakalli, G., Barbon, A., Bashchenko, O., Bindra, P.C., Bjonnes, G.H., Black, JeffreyR., Black, BernardS., Bohorquez, S., Bondarenko, O., Bos, CharlesS., Bosch-Rosa, C., Bouri, E., Brownlees, ChristianT., Calamia, A., Cao, V.N., Capelle-Blancard, G., Capera, L., Caporin, M., Carrion, A., Caskurlu, T., Chakrabarty, B., Chernov, M., Cheung, W.M.Y., Chincarini, LudwigB., Chordia, T., Chow, S.C., Clapham, B., Colliard, J., Comerton-Forde, C., Curran, E., Dao, T., Dare, W., Davies, RyanJ., De Blasis, R., De Nard, G., Declerck, F., Deev, O., Degryse, H., Deku, S., Desagre, C., Van Dijk, MathijsA., Dim, C., Dimpfl, T., Dong, Y.J., Drummond, P., Dudda, T., Dumitrescu, A., Dyakov, T., Dyhrberg, A.H., Dzieliński, M., Eksi, A., El Kalak, I., ter Ellen, S., Eugster, N., Evans, MartinD.D., Farrell, M., Félez-Viñas, E., Ferrara, G., FERROUHI, E.M., Flori, A., Fluharty-Jaidee, J., Foley, S., Fong, KingsleyY.L., Foucault, T., Franus, T., Franzoni, FrancescoA., Frijns, B., Frömmel, M., Fu, S., Füllbrunn, S., Gan, B., Gehrig, T., Gerritsen, D., Gil-Bazo, J., Glosten, LawrenceR., Gomez, T., Gorbenko, A., Güçbilmez, U., Grammig, J., Gregoire, V., Hagströmer, B., Hambuckers, J., Hapnes, E., Harris, JeffreyH., Harris, L., Hartmann, S., Hasse, J., Hautsch, N., He, X.'., Heath, D., Hediger, S., Hendershott, TerrenceJ., Hibbert, A.M., Hjalmarsson, E., Hoelscher, S., Hoffmann, P., Holden, CraigW., Horenstein, AlexR., Huang, W., Huang, D., Hurlin, C., Ivashchenko, A., Iyer, SubramanianR., Jahanshahloo, H., Jalkh, N., Jones, CharlesM., Jurkatis, S., Jylha, P., Kaeck, A., Kaiser, G., Karam, A., Karmaziene, E., Kassner, B., Kaustia, M., Kazak, E., Kearney, F., van Kervel, V., Khan, S., Khomyn, M., Klein, T., Klein, O., Klos, A., Koetter, M., Krahnen, J.P., Kolokolov, A., Korajczyk, RobertA., Kozhan, R., Kwan, A., Lajaunie, Q., Lam, F.Y.E.C., Lambert, M., Langlois, H., Lausen, J., Lauter, T., Leippold, M., Levin, V., Li, Y., Li, (.H., Liew, C.Y., Lindner, T., Linton, OliverB., Liu, J., Liu, A., Llorente-Alvarez, J., Lof, M., Lohr, A., Longstaff, FrancisA., Lopez-Lira, A., Mankad, S., Mano, N., Marchal, A., Martineau, C., Mazzola, F., Meloso, D.C., Mihet, R., Mohan, V., Moinas, S., Moore, D., Mu, L., Muravyev, D., Murphy, D., Neszveda, G., Neumeier, C., Nielsson, U., Nimalendran, M., Nolte, S., Nordén, LarsL., O'Neill, P., Obaid, K., Ødegaard, B.A., Östberg, P., Painter, M., Palan, S., Palit, I., Park, A., Pascual Gascó, R., Pasquariello, P., Pastor, L., Patel, V., Patton, AndrewJ., Pearson, NeilD., Pelizzon, L., Pelster, M., Pérignon, C., Pfiffer, C., Philip, R., Plíhal, T., Prakash, P., Press, O., Prodromou, T., Putnins, TalisJ., Raizada, G., Rakowski, DavidA., Ranaldo, A., Regis, L., Reitz, S., Renault, T., Wang, R., Renò, R., Riddiough, S., Rinne, K., Rintamäki, P., Riordan, R., RITTMANNSBERGER, T., Rodríguez Longarela, I., Rösch, D., Rognone, L., Roseman, B., Rosu, I., Roy, S., Rudolf, N., Rush, S., Rzayev, K., Rzeźnik, A., Sanford, A., Sankaran, H., Sarkar, A., Sarno, L., Scaillet, O., Scharnowski, S., Schenk-Hoppé, K.R., Schertler, A., Schneider, M., Schroeder, F., Schürhoff, N., Schuster, P., Schwarz, MarcoA., Seasholes, MarkS., Seeger, N., Shachar, O., Shkilko, A., Shui, J., Sikic, M., Simion, G., Smales, LeeA., Söderlind, P., Sojli, E., Sokolov, K., Spokeviciute, L., Stefanova, D., Subrahmanyam, MartiG., Neusüss, S., Szaszi, B., Talavera, O., Tang, Y., Taylor, N., Tham, W.W., Theissen, E., Thimme, J., Tonks, I., Tran, H., Trapin, L., Trolle, AndersB., Vaduva, M., Valente, G., Van Ness, RobertA., Vasquez, A., Verousis, T., Verwijmeren, P., Vilhelmsson, A., Vilkov, G., Vladimirov, V., Vogel, S., Voigt, S., Wagner, W., Walther, T., Weiss, P., van der Wel, M., Werner, IngridM., Westerholm, P.Joakim, Westheide, C., Wipplinger, E., Wolf, M., Wolff, ChristianC.P., Wolk, L., Wong, W.K., Wrampelmeyer, J., Wu, Z., Xia, S., Xiu, D., Xu, K., Xu, C., Yadav, PradeepK., Yagüe, J., Yan, C., Yang, A., Yoo, W., Yu, W., Yu, S., Yueshen, B.Z., Yuferova, D., Zamojski, M., Zareei, A., Zeisberger, S., Zhang, S., Zhang, X., Zhong, Z., Zhou, Z.Ivy, Zhou, C., Zhu, X., Zoican, M., Zwinkels, RemcoC.J., Chen, J., Duevski, T., Gao, G., Gemayel, R., Gilder, D., Kuhle, P., Pagnotta, E., Pelli, M., Sönksen, J., Zhang, L., Ilczuk, K., Bogoev, D., Qian, Y., Wika, HansC., Yu, Y., Zhao, L., Mi, M. and Bao, L. (2024). Non-Standard Errors The Journal of Finance, 79(3):2339--2390.


  • Journal
    The Journal of Finance

In statistics, samples are drawn from a population in a data- generating process (DGP). Standard errors measure the uncer- tainty in sample estimates of population parameters. In sci- ence, evidence is generated to test hypotheses in an evidence- generating process (EGP). We claim that EGP variation across researchers adds uncertainty: non-standard errors. To study them, we let 164 teams test six hypotheses on the same sam- ple. We find that non-standard errors are sizeable, on par with standard errors. Their size (i) co-varies only weakly with team merits, reproducibility, or peer rating, (ii) declines significantly after peer-feedback, and (iii) is underestimated by participants.