Enhancing Model Fit Evaluation in SEM: Practical Tips for Optimizing Chi-Square Tests

Autor: Zheng, Bang Quan, Bentler, Peter M.

This paper underscores the vital role of the chi-square test within political science research utilizing structural equation modeling (SEM). The ongoing debate regarding the inclusion of chi-square test statistics alongside fit indices in result pres

Externí odkaz: http://arxiv.org/abs/2308.13939

Improved LM Test for Robust Model Specification Searches in Covariance Structure Analysis

Autor: Zheng, Bang Quan, Bentler, Peter M.

Model specification searches and modifications are commonly employed in covariance structure analysis (CSA) or structural equation modeling (SEM) to improve the goodness-of-fit. However, these practices can be susceptible to capitalizing on chance, a

Externí odkaz: http://arxiv.org/abs/2306.14302

Efficient estimation of weighted cumulative treatment effects by double/debiased machine learning

Autor: Xu, Shenbo, Zheng, Bang, Su, Bowen, Finkelstein, Stan, Welsch, Roy, Ng, Kenney, Tzoulaki, Ioanna, Shahn, Zach

In empirical studies with time-to-event outcomes, investigators often leverage observational data to conduct causal inference on the effect of exposure when randomized controlled trial data is unavailable. Model misspecification and lack of overlap a

Externí odkaz: http://arxiv.org/abs/2305.02373

Cognitive and psychiatric symptom trajectories 2–3 years after hospital admission for COVID-19: a longitudinal, prospective cohort study in the UK

Autor: Lone, Nazir, Baillie, Kenneth, Pairo-Castineira, Erola, Avramidis, Nikos, Wain, Louise, Guillen-Guio, Beatriz, Leavy, Olivia, Jones, S, Armstrong, Lisa, Hairsine, Brigid, Henson, Helen, Kurasz, Claire, Shaw, Alison, Shenton, Liz, Dobson, Hannah, Dell, Amanda, Fairbairn, Sara, Hawkings, Nancy, Haworth, Jill, Hoare, Michaela, Lewis, Victoria, Lucey, Alice, Mallison, Georgia, Nassa, Heeah, Pennington, Chris, Price, Andrea, Price, Claire, Storrie, Andrew, Willis, Gemma, Young, Susan, Poinasamy, Krisnah, Walker, Samantha, Jarrold, Ian, Rawlik, Konrad, Sanderson, Amy, Chong-James, K, David, C, James, W Y, Pfeffer, Paul, Zongo, O, Martineau, Adrian, Manisty, C, Armour, Cherie, Brown, Vanessa, Busby, John, Connolly, Bronwen, Craig, Thelma, Drain, Stephen, Heaney, Liam, King, Bernie, Magee, Nick, Major, E, McAulay, Danny, McGarvey, Lorcan, McGinness, Jade, Peto, Tunde, Stone, Roisin, Bolger, Annette, Davies, Ffyon, Haggar, Ahmed, Lewis, Joanne, Lloyd, Arwel, Manley, R, McIvor, Emma, Menzies, Daniel, Roberts, K, Saxon, W, Southern, David, Subbe, Christian, Whitehead, Victoria, Bularga, Anda, Mills, Nicholas, Dawson, Joy, El-Taweel, Hosni, Robinson, Leanne, Brear, Lucy, Regan, Karen, Saralaya, Dinesh, Storton, Kim, Amoils, Shannon, Bermperi, Areti, Cruz, Isabel, Dempsey, K, Elmer, Anne, Fuld, Jonathon, Jones, H, Jose, Sherly, Marciniak, Stefan, Parkes, M, Ribeiro, Carla, Taylor, Jessica, Toshner, Mark, Watson, L, Worsley, J, Broad, Lauren, Evans, Teriann, Haynes, Matthew, Jones, L, Knibbs, Lucy, McQueen, Alison, Oliver, Catherine, Paradowski, Kerry, Sabit, Ramsey, Williams, Jenny, Jones, Ian, Milligan, Lea, Harris, Edward, Sampson, Claire, Davies, Ellie, Evenden, Cerys, Hancock, Alyson, Hancock, Kia, Lynch, Ceri, Rees, Meryl, Roche, Lisa, Stroud, Natalie, Thomas-Woods, T, Heller, Simon, Chalder, Trudie, Shah, Kamini, Robertson, Elizabeth, Young, Bob, Babores, Marta, Holland, Maureen, Keenan, Natalie, Shashaa, Sharlene, Wassall, Helen, Austin, Liam, Beranova, Eva, Cosier, Tracey, Deery, Joanne, Hazelton, Tracy, Price, Carly, Ramos, Hazel, Solly, Reanne, Turney, Sharon, Weston, Heather, Coughlan, Eamon, Ralser, Markus, Pearce, Lorraine, Pugmire, S, Stoker, Wendy, Wilson, Ann, McCormick, W, Fraile, Eva, Ugoji, Jacinta, Aguilar Jimenez, Laura, Arbane, Gill, Betts, Sarah, Bisnauthsing, Karen, Dewar, A, Hart, Nicholas, Kaltsakas, G, Kerslake, Helen, Magtoto, Murphy, Marino, Philip, Martinez, L M, Ostermann, Marlies, Rossdale, Jennifer, Solano, Teresa, Alvarez Corral, Maria, Arias, Ava Maria, Bevan, Emily, Griffin, Denise, Martin, Jane, Owen, J, Payne, Sheila, Prabhu, A, Reed, Annabel, Storrar, Will, Williams, Nick, Wrey Brown, Caroline, Burdett, Tracy, Featherstone, James, Lawson, Cathy, Layton, Alison, Mills, Clare, Stephenson, Lorraine, Ellis, Yvette, Atkin, Paul, Brindle, K, Crooks, Michael, Drury, Katie, Easom, Nicholas, Flockton, Rachel, Holdsworth, L, Richards, A, Sykes, D L, Thackray-Nocera, Susannah, Wright, C, Coetzee, S, Davies, Kim, Hughes, Rachel Ann, Loosley, Ronda, McGuinness, Heather, Mohamed, Abdelrahman, O'Brien, Linda, Omar, Zohra, Perkins, Emma, Phipps, Janet, Ross, Gavin, Taylor, Abigail, Tench, Helen, Wolf-Roberts, Rebecca, Burden, L, Calvelo, Ellen, Card, Bethany, Carr, Caitlin, Chilvers, Edwin, Copeland, Donna, Cullinan, P, Daly, Patrick, Evison, Lynsey, Fayzan, Tamanah, Gordon, Hussain, Haq, Sulaimaan, Jenkins, Gisli, King, Clara, Kon, Onn Min, March, Katherine, Mariveles, Myril, McLeavey, Laura, Mohamed, Noura, Moriera, Silvia, Munawar, Unber, Nunag, Jose Lloyd, Nwanguma, Uchechi, Orriss-Dib, Lorna, Ross, Alexandra, Roy, Maura, Russell, Emily, Samuel, Katherine, Schronce, J, Simpson, Neil, Tarusan, Lawrence, Thomas, David, Wood, Chloe, Yasmin, Najira, Altmann, Danny, Howard, Luke, Johnston, Desmond, Lingford-Hughes, Anne, Man, William, Mitchell, Jane, Molyneaux, Philip, Nicolaou, Christos, O'Regan, D P, Price, L, Quint, Jenni, Smith, David, Thwaites, Ryan, Valabhji, Jonathon, Walsh, Simon, Efstathiou, Claudia, Liew, Felicity, Frankel, Anew, Lightstone, Liz, McAdoo, Steve, Wilkins, Martin, Willicombe, Michelle, Touyz, R, Guerdette, Anne-Marie, Hewitt, Melanie, Reddy, R, Warwick, Katie, White, Sonia, McMahon, Aisling, Adeyemi, Oluwaseun, Adrego, Rita, Assefa-Kebede, Hosanna, Breeze, Jonathon, Byrne, S, Dulawan, Pearl, Hoare, Amy, Jolley, Caroline, Knighton, Abigail, Patale, Sheetal, Peralta, Ida, Powell, Natassia, Ramos, Albert, Shevket, K, Speranza, Fabio, Te, Amelie, Malim, M, Bramham, Kate, Brown, M, Ismail, Khalida, Nicholson, Tim, Pariante, Carmen, Sharpe, Claire, Wessely, Simon, Whitney, J, Shah, Ajay, Chiribiri, A, O'Brien, C, Hayday, A, Ashworth, Andrew, Beirne, Paul, Clarke, Jude, Coupland, C, Dalton, Matthhew, Favager, Clair, Glossop, Jodie, Greenwood, John, Hall, Lucy, Hardy, Tim, Humphries, Amy, Murira, Jennifer, Peckham, Dan, Plein, S, Rangeley, Jade, Saalmink, Gwen, Tan, Ai Lyn, Wade, Elaine, Whittam, Beverley, Window, Nicola, Woods, Janet, Coakley, G, Turtle, Lance, Allerton, Lisa, Allt, Ann Marie, Beadsworth, M, Berridge, Anthony, Brown, Jo, Cooper, Shirley, Cross, Andy, Defres, Sylviane, Dobson, S L, Earley, Joanne, French, N, Greenhalf, William, Hainey, Kera, Hardwick, Hayley, Hawkes, Jenny, Highett, Victoria, Kaprowska, Sabina, Key, Angela, Lavelle-Langham, Lara, Lewis-Burke, N, Madzamba, Gladys, Malein, Flora, Marsh, Sophie, Mears, Chloe, Melling, Lucy, Noonan, Matthew, Poll, L, Pratt, James, Richardson, Emma, Rowe, Anna, Semple, Calum, Shaw, Victoria, Tripp, K A, Wajero, Lilian, Williams-Howard, S A, Wootton, Dan, Wyles, J, Diwanji, Shalin, Gurram, Sambasivarao, Papineni, Padmasayee, Quaid, Sheena, Tiongson, Gerlynn, Watson, Ekaterina, Briggs, Andrew, Marks, Michael, Hastie, Claire, Rogers, Natalie, Smith, Nikki, Stensel, David, Bishop, Lettie, McIvor, Katherine, Rivera-Ortega, Pilar, Al-Sheklly, Bashar, Avram, Cristina, Blaikely, John, Buch, M, Choudhury, N, Faluyi, David, Felton, T, Gorsuch, T, Hanley, Neil, Horsley, Alex, Hussell, Tracy, Kausar, Zunaira, Odell, Natasha, Osbourne, Rebecca, Piper Hanley, Karen, Radhakrishnan, K, Stockdale, Sue, Kabir, Thomas, Scott, Janet, Stewart, Iain, Openshaw, Peter, Burn, David, Ayoub, A, Brown, J, Burns, G, Davies, Gareth, De Soyza, Anthony, Echevarria, Carlos, Fisher, Helen, Francis, C, Greenhalgh, Alan, Hogarth, Philip, Hughes, Joan, Jiwa, Kasim, Jones, G, MacGowan, G, Price, D, Sayer, Avan, Simpson, John, Tedd, H, Thomas, S, West, Sophie, Witham, M, Wright, S, Young, A, McMahon, Michael, Neill, Paula, Anderson, David, Basu, Neil, Bayes, Hannah, Brown, Ammani, Dougherty, Andrew, Fallon, K, Gilmour, L, Grieve, D, Mangion, K, Morrow, A, Sykes, R, Berry, Colin, McInnes, I B, Scott, Kathryn, Barrett, Fiona, Donaldson, A, Sage, Beth, Bell, Murdina, Brown, Angela, Hamil, R, Leitch, Karen, Macliver, L, Patel, Manish, Quigley, Jackie, Smith, Andrew, Welsh, B, Choudhury, Gaunab, Clohisey, S, Deans, Andrew, Docherty, Annemarie, Furniss, J, Harrison, Ewen, Kelly, S, Sheikh, 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Hampshire, Adam, Trender, William R, Hellyer, Peter J, Chalmers, James D, Ho, Ling-Pei, Leavy, Olivia C, Richardson, Matthew, McAuley, Hamish J C, Singapuri, Amisha, Saunders, Ruth M, Harris, Victoria C, Greening, Neil J, Mansoori, Parisa, Harrison, Ewen M, Docherty, Annemarie B, Lone, Nazir I, Quint, Jennifer, Brightling, Christopher E, Wain, Louise V, Evans, Rachael A, Geddes, John R, Harrison, Paul J

Publikováno v: In The Lancet Psychiatry September 2024 11(9):696-708

Incidence of diabetes after SARS-CoV-2 infection in England and the implications of COVID-19 vaccination: a retrospective cohort study of 16 million people

Autor: Al Arab, Marwa, Almaghrabi, Fatima, Andrews, Colm, Badrick, Ellena, Baz, Sarah, Beckford, Chelsea, Berman, Samantha, Bolton, Tom, Booth, Charlotte, Bowyer, Ruth, Boyd, Andy, Bridger-Staatz, Charis, Brophy, Sinead, Campbell, Archie, Campbell, Kirsteen C, Carnemolla, Alisia, Carpentieri, Jd, Cezard, Genevieve, Chaturvedi, Nishi, Cheetham, Nathan, Costello, Ruth, Cowling, Thomas, Crane, Matthew, Cuitun Coronado, Jose Ignacio, Curtis, Helen, Denaxas, Spiros, Denholm, Rachel, Di Gessa, Giorgio, Dobson, Richard, Douglas, Ian, Evans, Katharine M, Fang, Chao, Ferreira, Vanessa, Finnigan, Lucy, Fisher, Louis, Flaig, Robin, Folarin, Amos, Forbes, Harriet, Foster, Diane, Fox, Laura, Freydin, Maxim, Garcia, Paz, Gibson, Andy, Glen, Fiona, Goldacre, Ben, Goncalves Soares, Ana, Greaves, Felix, Green, Amelia, Green, Mark, Green, Michael, Griffith, Gareth, Hamill Howes, Lee, Hamilton, Olivia, Herbet, Annie, Herrett, Emily, Hopcroft, Lisa, Horne, Elsie, Hou, Bo, Hughes, Alun, Hulme, William, Huntley, Lizzie, Ip, Samantha, Jacques, Wels, Jezzard, Peter, Jones, Louise, Kanagaratnam, Arun, Karthikeyan Suseeladevi, Arun, Katikireddi, Vittal, Kellas, John, Kennedy, Jonathan I, Kibble, Milla, Knight, Rochelle, Knueppel, Anika, Kopasker, Daniel, Kromydas, Theocharis, Kwong, Alex, Langan, Sinead, Lemanska, Agnieszka, Lukaschuk, Elena, Mackenna, Brain, Macleod, John, Maddock, Jane, Mahalingasivam, Viyaasan, Mansfield, Kathryn, McArdle, Fintan, McCartney, Daniel, McEachan, Rosie, McElroy, Eoin, McLachlan, Stela, Mitchell, Ruth, Moltrecht, Bettina, Morley, Jess, Nab, Linda, Neubauer, Stefan, Nigrelli, Lidia, North, Teri, Northstone, Kate, Oakley, Jacqui, Palmer, Tom, Park, Chloe, Parker, Michael, Parsons, Sam, Patalay, Praveetha, Patel, Kishan, Perez-Reche, Francisco, Piechnik, Stefan, Piehlmaier, Dominik, Ploubidis, George, Rafeti, Elena, Raman, Betty, Ranjan, Yatharth, Rapala, Alicja, Rhead, Rebecca, Roberts, Amy, Sampri, Alexia, Sanders, Zeena-Britt, Santorelli, Gillian, Saunders, Laura C, Shah, Anoop, Shah, Syed Ahmar, Sharp, Steve, Shaw, Richard, Sheard, Laura, Sheikh, Aziz, Silverwood, Richard, Smeeth, Liam, Smith, Stephen, Stafford, Jean, Steptoe, Andrew, Sterne, Jonathan, Steves, Claire, Stewart, Callum, Taylor, Kurt, Tazare, John, Teece, Lucy, Thomas, Richard, Thompson, Ellen, Tilling, Kate, Timpson, Nicholas, Tomlinson, Laurie, Toms, Renin, Tunnicliffe, Elizabeth, Turner, Emma L, Walker, Alex, Walker, Venexia, Walter, Scott, Wang, Kevin, Wei, Yinghui, Whitehorn, Rebecca, Wielgoszewska, Bozena, Wild, James M, Willan, Kathryn, Willans, Robert, Williams, Dylan, Wong, Andrew, Wood, Angela, Woodward, Hannah, Wright, John, Yang, Tiffany, Zaninotto, Paola, Zheng, Bang, Zhu, Jingmin, Eastwood, Sophie ^*, Horne, Elsie M F, Massey, Jon, Hopcroft, Lisa E M, Cuitun Coronado, Jose, Davy, Simon, Dillingham, Iain, Morton, Caroline, Sterne, Jonathan A C ^{†, *}

Publikováno v: In The Lancet Diabetes & Endocrinology August 2024 12(8):558-568