Same data, different analysts: variation in effect sizes due to analytical decisions in ecology and evolutionary biology

Kuppler, Jonas; Murphy, Penelope Wrenn; Fourcade, Yoan; Kim, Dongmin; Eberhart-Hertel, Luke; Ferreira-Arruda, Thalita; Choy, Emily Sarah; Malm, Lisa E.; Killion, Alexander K.; Duncan, Alison B.; Whitney, Kaitlin Stack; Elsherif, Mahmoud Medhat; Bell, Kristian; Russell, Avery L.; Goldspiel, Harrison B.; Harris, Jonathan Philo; Sadeh, Asaf; Bliard, Louis; Randimbiarison, Finaritra Tolotra; Griffioen, Maaike; Aguirre, Luis A.; Boyd, Melissa Anna; Bradham, Jennifer; Gosnell, J. Stephen; Forstmeier, Wolfgang; Bradfer-Lawrence, Tom; Saccone, Patrick; Bello, Suleiman Kehinde; Drobniak, Szymon Marian; Schmoll, Tim; Jung, Martin; Havird, Justin Chase; Tarjuelo, Rocio; D'Amelio, Pietro B.; Thomson, Jacqueline; Freund, Cathryn A.; Van Eeckhoven, Jens; Grossman, Jake J.; Fuentes-Lillo, Eduardo; Roche, Dominique G.; Rowland, Freya E.; Walker, Jeffrey; Altschul, Drew; Vanderwel, Mark C.; Payo-Payo, Ana; Gandy, Sara L.; van Oordt, Francis; Walker, Xanthe J.; Dunn, Robert P.; Marshall, Benjamin Michael; Ruuskanen, Suvi; Meiners, Scott J.; Gratton, Paolo; Parker, Timothy H.; Scroggie, Michael Peter; Moreira, Bruno; Billman, Peter D.; Arekar, Kunal; Griffith, Daniel M.; Carroll, Charles J. W.; Garretson, Alexis C.; Barrett, Meghan; Vanderwolf, Karen J.; Fontaine, Amelie; Ke, Alison; Law, Alan; Gould, Elliot; Bonisoli-Alquati, Andrea; Lagisz, Malgorzata; Fieberg, John; Vieira, Marcus Vinicius; Proulx, Michael J.; Blake, Shannon; Vergara-Florez, Diana Carolina; Roman-Palacios, Cristian; Kacergyte, Ineta; Lalla, Kristen Marianne; Weller, Daniel L.; Duffy, Alexandra Grace; Van de Vondel, Stijn; Grames, Eliza M.; Skupien, Fabricio Luiz; Larkin, Daniel J.; Riyahi, Sepand; Zimmer, Cedric; Keppeler, Friedrich Wolfgang; Stuber, Erica F.; Niemelae, Petri; Lievens, Eva J. P.; Chunco, Amanda J.; Pedersen, Karen Marie; Magellan, Kit; Clark, Bethany L.; Marchand, Philippe; Contina, Andrea; Guencan, Ali; Taff, Conor Claverie; de Sousa, Alexandra Allison; Abbott, Jessica K.; McNew, Sabrina M.; Ensminger, David C.; Gliksman, Daniel; Pascall, David J.; Scott, Drew A.; Telford, Richard J.; Gannon, Dustin G.; Jorna, Jesse; Christie, Alec Philip; Vitali, Valerio; Perry, Kayla I.; Dunning, Jamie; Atkins, Jeff W.; Atkinson, Joe; Mair, Magdalena M.; Johnsson, Martin; Good, Megan Kate; Martin, Dominic Andreas; Hsu, Bin-Yan; Nakagawa, Shinichi; Macphie, Kirsty H.; Still, Shannon Michael; Chik, Heung Ying Janet; Maentylae, Elina; Bordes, Camille Nina Marion; Howard, Tanner J.; Bonnet, Timothee; Vesk, Peter A.; Trlica, Andrew; Harrison, Natasha Dean; Fidler, Fiona; Kochan, David P.; Griffith, Frances J.; Covernton, Garth A.; Garcia-Cervigon, Ana I.; Geary, William L.; Lembrechts, Jonas J.; Youngflesh, Casey; Grebe, Nicholas M.; Tidau, Svenja; Korsten, Peter; Herrera-Chaustre, Maria Laura; Dobler, Ralph; Manrique-Garzon, Laura Milena; Vanderwel, K. Michelle; Heaton, Andrew J.; Pruett, Jessica L.; Schmidt, Marcus; Beltran, Ivan; Goslee, Sarah C.; Thierry, Hugo; Alcaraz, Carles; Tanentzap, Andrew J.; Bulla, Martin; Wood, Andrew; Walter, Jonathan A.; Roast, Michael James; Chuang, Angela; Jucker, Tommaso; Pasquarella, Valerie J.; Frank, Graham S.; Wedegaertner, Ronja E. M.; Vollering, Julien; Bose, Aneesh P. H.; Salmon, Pablo; Yanco, Scott W.; Botterill-James, Thomas; Keogan, Katharine; Dobson, Adam J.; Girndt, Antje; White, Rachel Louise; Schultz, Nick L.; Chen, Xuan; Blake, Charlie K.; Nelli, Luca; Iranzo, Esperanza C.; Iverson, Erik N. K.; Catanach, Therese A.; Haesen, Stef; Ferguson, Stephen M.; Sitvarin, Michael I.; Zilio, Giacomo; Camerlenghi, Ettore; Parker, Darren James; Weaver, Ryan J.; Mammola, Stefano; Abbey-Lee, Robin N.; Luquet, Martin; MacLeod, Ross; Sutton, Guy F.; Ramananjato, Veronarindra; Smith, Jeremy A.; Takola, Elina; Cardoso, Pedro; Nolazco, Sergio; Sharma, Nitika; Sales, Kris; Finch, Elizabeth A.; Schtickzelle, Nicolas; Riva, Federico; Palacio, Facundo Xavier; Razafindratsima, Onja H.; Griffith, Simon C.; Martinig, April Robin; Turnell, Biz R.; Lauterbur, M. Elise; Organ, Chris L.; Iannarilli, Fabiola; Elmore, Jared Alan; Moiron, Maria; Santostefano, Francesca; Iinatti Brengdahl, Martin; Olin, Agnes Birgitta; Crotti, Marco; Pottier, Patrice; Greenler, Skye M.; Manhart, Michael; Johnson, Douglas H.; Rosenberg, Michael S.; Zimmerman, Gregory Mark; Fisher, David N.; Yen, Jian D. L.; Campbell, Sara E.; Paquet, Matthieu; Mortensen, Jennifer; Kothari, Shan; Salazar, Stephen M.; Kelly, Clint D.; Aloni, Irith; Wolfson, David William; Kaltz, Oliver; Michelangeli, Marcus; Campos, Leonardo L. F.; Smith, Grania Polly; Jimoh, Saheed Olaide; Ostevik, Kate L.; Hasnain, Sarah Syedia; L'Herpiniere, Kiara; Berauer, Bernd J.; Urban, Lara; Martin, Charles A.; Thawley, Christopher J.; Tortorelli, Claire Marie; Leandri-Breton, Don-Jean; Geron, Charly; Ernst, Ulrich Rainer; Bussiere, Luc; Waryszak, Pawel; Swallow, Ben; Rocha, Felipe Pereira; Mos, Benjamin; Proulx, Raphael; Paterson, John Harold; Ross, Jessica; McCallum, Erin S.; Baker, Christopher M.; Boyle, Sarah A.; Fernandez-Juricic, Esteban; Fiorenza, Evan A.; Shapiro, Julie Teresa; Mandeville, Caitlin P.; Nilsonne, Gustav; Dutta, Trishna; Novotny, Jessie Lanterman; English, Holly M.; Rugemalila, Deusdedith; Sanchez-Tojar, Alfredo; Doebert, Timm Fabian; Bertram, Michael Grant; Hamilton, Daniel G.; Rennison, Diana J.; Verrelli, Brian C.; Muraina, Taofeek Olatunbosun; Schilling, Hayden T.; Ge, Xuezhen; Crouch, Connor Davidson; Simon, Diego; Cox, Murray P.; Slinn, Heather Lea; Fraser, Hannah S.; Nightingale, Josh; Velez, Juliana; Tompkins, Emily M.; Shearer, Caroline L.; Lauck, Katherine S.; Lindsay, Shane; Nooten, Sabine S.; Martin, Jake Mitchell; Caravaggi, Anthony; Gilles, Marc; Larson, Courtney L.; Villamil, Nora; Cressman, Kimberly A.; Doherty, Tim S.; de Lima, Daniela Oliveira; Perez, Gregoire; Sollmann, Rahel; van der Wal, Jessica Eva Megan; Hager, Heather A.; Schrock, Allie E.; Zitomer, Rachel A.; Schneider, Adam C.; Hagan, James G.; Santos, Leticia Pereira; Kusch, Jillian M.; Whelan, Shannon; Merkling, Thomas; Brand, Jack A.; Schroeder, Julia; Gomes, Dylan G. E.; McCauley, Mark

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The "Samples" and "Quickstarts" sections of the official docs are better than any static PDF because they are updated weekly. Conclusion