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Genetic Epidemiology, ISSN 0741-0395, 04/2019, Volume 43, Issue 3, pp. 242 - 249
Journal Article
Genetic Epidemiology, ISSN 0741-0395, 04/2019, Volume 43, Issue 3, pp. 242 - 249
Given the rapid pace with which genomics and other ‐omics disciplines are evolving, it is sometimes necessary to shift down a gear to consider more general... 
significance | precision medicine | data science | reproducibility | values | p values | STATISTICAL SIGNIFICANCE | VALIDATION | MENDELIAN RANDOMIZATION | THRESHOLDS | MEDICINE | REPLICATION | INFERENCES | DISSECTION | GENETICS & HEREDITY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | GENOME-WIDE ASSOCIATION | Genetics | Bioinformatics | Epidemiology | Index Medicus
Journal Article
PeerJ, ISSN 2167-8359, 2019, Volume 2019, Issue 2, pp. e6339 - e6339
One reason for the widespread success of random forests (RFs) is their ability to analyze most datasets without preprocessing. For example, in contrast to many... 
Survival analysis | Random forest | Classification | Categorical predictors | MULTIDISCIPLINARY SCIENCES | Learning algorithms | Discriminant analysis | Teaching methods | Computer applications | Software | Data mining | Statistics | Survival | Artificial intelligence | Generalized linear models
Journal Article
Human Reproduction, ISSN 0268-1161, 03/2019, Volume 34, Issue 3, pp. 586 - 587
Journal Article
Human genetics, ISSN 0340-6717, 05/2019, pp. 1 - 12
In this paper, we give an overview of methodological issues related to the use of statistical learning approaches when analyzing high-dimensional genetic data.... 
Learning | Learning algorithms | Regression analysis | Motivation | Statistics | Epidemiology
Journal Article
Journal Article
BMC pulmonary medicine, ISSN 1471-2466, 11/2018, Volume 18, Issue 1, pp. 165 - 165
Following publication of the original article [1], the author flagged aspects of the article that affected readability of some of the article's scientific... 
Journal Article
DMW - Deutsche Medizinische Wochenschrift, ISSN 0012-0472, 02/2016, Volume 141, Issue 4, pp. 242 - 242
Systematische Übersichten sind für viele Ärzte interessanter als Einzelstudien, um die Evidenz von Therapien zu bewerten. Um Studienergebnisse im klinischen... 
Aktuell publiziert
Journal Article
Journal Article
by Voight, Benjamin F, PhD and Peloso, Gina M, PhD and Orho-Melander, Marju, PhD and Frikke-Schmidt, Ruth, DMSc and Barbalic, Maja, PhD and Jensen, Majken K, PhD and Hindy, George, MD and Hólm, Hilma, MD and Ding, Eric L, ScD and Johnson, Toby, PhD and Schunkert, Heribert, Prof and Samani, Nilesh J, Prof and Clarke, Robert, MD and Hopewell, Jemma C, PhD and Thompson, John F, Prof and Li, Mingyao, PhD and Thorleifsson, Gudmar, PhD and Newton-Cheh, Christopher, MD and Musunuru, Kiran, MD and Pirruccello, James P, BS and Saleheen, Danish, MBBS and Chen, Li, MSc and Stewart, Alexandre FR, PhD and Schillert, Arne, PhD and Thorsteinsdottir, Unnur, PhD and Thorgeirsson, Gudmundur, MD and Anand, Sonia, Prof and Engert, James C, PhD and Morgan, Thomas, MD and Spertus, John, Prof and Stoll, Monika, Prof and Berger, Klaus, Prof and Martinelli, Nicola, MD and Girelli, Domenico, Prof and McKeown, Pascal P, Prof and Patterson, Christopher C, PhD and Epstein, Stephen E, MD and Devaney, Joseph, PhD and Burnett, Mary-Susan, PhD and Mooser, Vincent, MD and Ripatti, Samuli, PhD and Surakka, Ida, BSci and Nieminen, Markku S, Prof and Sinisalo, Juha, MD and Lokki, Marja-Liisa, PhD and Perola, Markus, Prof and Havulinna, Aki, PhD and de Faire, Ulf, Prof and Gigante, Bruna, MD and Ingelsson, Erik, PhD and Zeller, Tanja, PhD and Wild, Philipp, MD and de Bakker, Paul I W, Prof and Klungel, Olaf H, PhD and Maitland-van der Zee, Anke-Hilse, PhD and Peters, Bas J M, PhD and de Boer, Anthonius, Prof and Grobbee, Diederick E, Prof and Kamphuisen, Pieter W, PhD and Deneer, Vera H M, PhD and Elbers, Clara C, PhD and Onland-Moret, N Charlotte, PhD and Hofker, Marten H, Prof and Wijmenga, Cisca, Prof and Verschuren, WM Monique, PhD and Boer, Jolanda MA, PhD and van der Schouw, Yvonne T, Prof and Rasheed, Asif and Frossard, Philippe and Demissie, Serkalem, PhD and Willer, Cristen, PhD and Do, Ron, PhD and Ordovas, Jose M, Prof and Abecasis, Gonçalo R, Prof and Boehnke, Michael, Prof and Mohlke, Karen L, PhD and Daly, Mark J, PhD and Guiducci, Candace, BS and Burtt, Noël P, BS and Surti, Aarti, BS and Gonzalez, Elena, BS and Purcell, Shaun, PhD and Gabriel, Stacey, PhD and Marrugat, Jaume, PhD and Peden, John, PhD and Erdmann, Jeanette, PhD and Diemert, Patrick, MD and Willenborg, Christina, MSc and König, Inke R, PhD and Fischer, Marcus, MD and Hengstenberg, Christian, MD and Ziegler, Andreas, PhD and Buysschaert, Ian, MD and Lambrechts, Diether, PhD and Van de Werf, Frans, Prof and Fox, Keith A, Prof and El Mokhtari, Nour Eddine, MD and Rubin, Diana, MD and Schrezenmeir, Jürgen, PhD and Schreiber, Stefan, Prof and ...
Lancet, The, ISSN 0140-6736, 08/2012, Volume 380, Issue 9841, pp. 572 - 580
Journal Article
Nutrients, ISSN 2072-6643, 05/2019, Volume 11, Issue 5, p. 1085
While observational studies show an association between 25(OH)vitamin D concentrations and depressive symptoms, intervention studies, which examine the... 
Depression | Depressive symptoms | Mendelian randomization | Vitamin D | NUTRITION & DIETETICS | METAANALYSIS | vitamin D | D SUPPLEMENTATION | SYMPTOMS | depression | HEALTH | depressive symptoms | ASSOCIATION
Journal Article
Briefings in bioinformatics, ISSN 1467-5463, 09/2018
Principal components (PCs) are widely used in statistics and refer to a relatively small number of uncorrelated variables derived from an initial pool of... 
Journal Article