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Statistical power is the probability that a statistical test will correctly reject a false null hypothesis (H0​) when a specific alternative hypothesis (H1​) is true. H0​ is the null hypothesis, which states there is no effect or no difference. H1​ is the alternative hypothesis, which states there is a real effect or difference. Alpha (α) is the probability of a Type I error (a false positive), which is the risk of incorrectly rejecting the H0​ when it is actually true. You set this value before the experiment, commonly at 0.05. Beta (β) is the probability of a Type II error (a false negative), which is the risk of failing to reject the H0​ when it is actually false.

Power is calculated as 1−β. Increasing power means you are decreasing the probability of making a Type II error.

Several factors can be adjusted to increase the power of a statistical test:

  • Effect Size: This is the magnitude of the difference you are trying to detect. A larger effect size is easier to detect, thus increasing power. 

  • Sample Size: The number of observations in a study. A larger sample size provides more information about the population, reducing the margin of error and increasing the power to detect a true effect.

  • Variation: Refers to the spread or standard deviation of the data within the population. Less variation makes it easier to distinguish a real effect from random noise, thereby increasing power.

  • Alpha (): Increasing the alpha level (e.g., from 0.05 to 0.10) also increases power, but at the cost of a higher risk of a Type I error. This trade-off is often undesirable.

562 entries « 2 of 29 »
21.

Sulistyoningrum, Dian C; Sullivan, Thomas R; Skubisz, Monika; Palmer, Debra J; Wood, Simon; Ueland, Per Magne; McCann, Adrian; Makrides, Maria; Green, Timothy J; Best, Karen P

Maternal serum unmetabolized folic acid concentration following multivitamin and mineral supplementation with or without folic acid after 12 weeks gestation: A randomized controlled trial Journal Article

In: Matern Child Nutr, vol. 20, no. 4, pp. e13668, 2024, ISSN: 1740-8709.

Abstract | Links | BibTeX

22.

Wilson, Edward; Umans, Jacob; Swarovski, Michelle; Minhas, Paras; Midttun, Øivind; Ulvik, Arve Arve; Shahid-Besanti, Marian; Linortner, Patricia; Mhatre, Siddhita; Wang, Qian; Channappa, Divya; Corso, Nicole; Tian, Lu; Fredericks, Carolyn; Kerchner, Geoffrey; Plowey, Edward; Cholerton, Brenna; Ueland, Per; Zabetian, Cyrus; Gray, Nora; Quinn, Joseph; Montine, Thomas; Sha, Sharon; Longo, Frank; Wolk, David; Chen-Plotkin, Alice; Henderson, Victor; Wyss-Coray, Tony; Wagner, Anthony; Mormino, Elizabeth; Aghaeepour, Nima; Poston, Kathleen; Andreasson, Katrin

Parkinson's disease is characterized by vitamin B6-dependent inflammatory kynurenine pathway dysfunction Journal Article

In: Res Sq, 2024, ISSN: 2693-5015.

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23.

Midtbø, Helga; Ulvik, Arve; Cramariuc, Dana; Meyer, Klaus; Ueland, Per M; Halland, Hilde; Gerdts, Eva

Influence of cardiorespiratory fitness on obesity-associated inflammation in women and men: The FATCOR study Journal Article

In: Nutr Metab Cardiovasc Dis, vol. 34, no. 8, pp. 1942–1949, 2024, ISSN: 1590-3729.

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24.

Ulak, Manjeswori; Kvestad, Ingrid; Chandyo, Ram K; Schwinger, Catherine; Basnet, Sudha; Shrestha, Merina; Ranjitkar, Suman; Nguyen, Linda Vy; Corona-Pérez, Diana; Vivo, Immaculata De; Ueland, Per M; McCann, Adrian; Strand, Tor A

The Effect of Vitamin B Supplementation on Leukocyte Telomere Length in Mildly Stunted Nepalese Children: A Secondary Outcome of a Randomized Controlled Trial Journal Article

In: J Nutr, vol. 154, no. 8, pp. 2543–2550, 2024, ISSN: 1541-6100.

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25.

Knapskog, Anne-Brita; Edwin, Trine Holt; Ueland, Per Magne; Ulvik, Arve; Fang, Evandro Fei; Eldholm, Rannveig Sakshaug; Halaas, Nathalie Bodd; Giil, Lasse M; Saltvedt, Ingvild; Watne, Leiv Otto; Aksnes, Mari

Sex-specific associations of kynurenic acid with neopterin in Alzheimer's disease Journal Article

In: Alzheimers Res Ther, vol. 16, no. 1, pp. 167, 2024, ISSN: 1758-9193.

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26.

Pluvinage, John V; Ngo, Thomas; Fouassier, Camille; McDonagh, Maura; Holmes, Brandon B; Bartley, Christopher M; Kondapavulur, Sravani; Hurabielle, Charlotte; Bodansky, Aaron; Pai, Vincent; Hinman, Sam; Aslanpour, Ava; Alvarenga, Bonny D; Zorn, Kelsey C; Zamecnik, Colin; McCann, Adrian; Asencor, Andoni I; Huynh, Trung; Browne, Weston; Tubati, Asritha; Haney, Michael S; Douglas, Vanja C; Louine, Martineau; Cree, Bruce A C; Hauser, Stephen L; Seeley, William; Baranzini, Sergio E; Wells, James A; Spudich, Serena; Farhadian, Shelli; Ramachandran, Prashanth S; Gillum, Leslie; Hales, Chadwick M; Zikherman, Julie; Anderson, Mark S; Yazdany, Jinoos; Smith, Bryan; Nath, Avindra; Suh, Gina; Flanagan, Eoin P; Green, Ari J; Green, Ralph; Gelfand, Jeffrey M; DeRisi, Joseph L; Pleasure, Samuel J; Wilson, Michael R

Transcobalamin receptor antibodies in autoimmune vitamin B12 central deficiency Journal Article

In: Sci Transl Med, vol. 16, no. 753, pp. eadl3758, 2024, ISSN: 1946-6242.

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27.

Bråtveit, Marianne; Parys, Anthea Van; Olsen, Thomas; Strand, Elin; Marienborg, Ingvild; Laupsa-Borge, Johnny; Haugsgjerd, Teresa Risan; McCann, Adrian; Dhar, Indu; Ueland, Per Magne; Dierkes, Jutta; Dankel, Simon Nitter; Nygård, Ottar Kjell; Lysne, Vegard

Association between dietary macronutrient composition and plasma one-carbon metabolites and B-vitamin cofactors in patients with stable angina pectoris Journal Article

In: Br J Nutr, vol. 131, no. 10, pp. 1678–1690, 2024, ISSN: 1475-2662.

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28.

Holthuijsen, Daniëlle D B; van Roekel, Eline H; Bours, Martijn J L; Ueland, Per M; Breukink, Stéphanie O; Janssen-Heijnen, Maryska L G; Keulen, Eric T P; Gigic, Biljana; Gsur, Andrea; Meyer, Klaus; Ose, Jennifer; Ulvik, Arve; Weijenberg, Matty P; Eussen, Simone J P M

Longitudinal associations of plasma kynurenines and ratios with anxiety and depression scores in colorectal cancer survivors up to 12 months post-treatment Journal Article

In: Psychoneuroendocrinology, vol. 163, pp. 106981, 2024, ISSN: 1873-3360.

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29.

Sandvig, Heidi Vihovde; Aam, Stina; Alme, Katinka N; Lydersen, Stian; Ueland, Per Magne; Ulvik, Arve; Wethal, Torgeir; Saltvedt, Ingvild; Knapskog, Anne-Brita

Neopterin, kynurenine metabolites, and indexes related to vitamin B6 are associated with post-stroke cognitive impairment: The Nor-COAST study Journal Article

In: Brain Behav Immun, vol. 118, pp. 167–177, 2024, ISSN: 1090-2139.

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30.

Senkin, Sergey; Moody, Sarah; Díaz-Gay, Marcos; Abedi-Ardekani, Behnoush; Cattiaux, Thomas; Ferreiro-Iglesias, Aida; Wang, Jingwei; Fitzgerald, Stephen; Kazachkova, Mariya; Vangara, Raviteja; Le, Anh Phuong; Bergstrom, Erik N; Khandekar, Azhar; Otlu, Burçak; Cheema, Saamin; Latimer, Calli; Thomas, Emily; Atkins, Joshua Ronald; Smith-Byrne, Karl; Penha, Ricardo Cortez Cardoso; Carreira, Christine; Chopard, Priscilia; Gaborieau, Valérie; Keski-Rahkonen, Pekka; Jones, David; Teague, Jon W; Ferlicot, Sophie; Asgari, Mojgan; Sangkhathat, Surasak; Attawettayanon, Worapat; Świątkowska, Beata; Jarmalaite, Sonata; Sabaliauskaite, Rasa; Shibata, Tatsuhiro; Fukagawa, Akihiko; Mates, Dana; Jinga, Viorel; Rascu, Stefan; Mijuskovic, Mirjana; Savic, Slavisa; Milosavljevic, Sasa; Bartlett, John M S; Albert, Monique; Phouthavongsy, Larry; Ashton-Prolla, Patricia; Botton, Mariana R; Neto, Brasil Silva; Bezerra, Stephania Martins; Curado, Maria Paula; de Cássio Zequi, Stênio; Reis, Rui Manuel; Faria, Eliney Ferreira; de Menezes, Nei Soares; Ferrari, Renata Spagnoli; Banks, Rosamonde E; Vasudev, Naveen S; Zaridze, David; Mukeriya, Anush; Shangina, Oxana; Matveev, Vsevolod; Foretova, Lenka; Navratilova, Marie; Holcatova, Ivana; Hornakova, Anna; Janout, Vladimir; Purdue, Mark P; Rothman, Nathaniel; Chanock, Stephen J; Ueland, Per Magne; Johansson, Mattias; McKay, James; Scelo, Ghislaine; Chanudet, Estelle; Humphreys, Laura; de Carvalho, Ana Carolina; Perdomo, Sandra; Alexandrov, Ludmil B; Stratton, Michael R; Brennan, Paul

Geographic variation of mutagenic exposures in kidney cancer genomes Journal Article

In: Nature, vol. 629, no. 8013, pp. 910–918, 2024, ISSN: 1476-4687.

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31.

Strand, Tor A; McCann, Adrian; Kvestad, Ingrid; Chandyo, Ram K

Vitamin B12 deficiency in pregnant women - Authors' reply Miscellaneous

2024, ISSN: 1474-547X.

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32.

Anfinsen, Åslaug Matre; Johannesen, Christina Osland; Myklebust, Vilde Haugen; Rosendahl-Riise, Hanne; McCann, Adrian; Nygård, Ottar Kjell; Dierkes, Jutta; Lysne, Vegard

Time-resolved concentrations of serum amino acids, one-carbon metabolites and B-vitamin biomarkers during the postprandial and fasting state: the Postprandial Metabolism in Healthy Young Adults (PoMet) Study Journal Article

In: Br J Nutr, vol. 131, no. 5, pp. 786–800, 2024, ISSN: 1475-2662.

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33.

Rim, Sehee; Vedøy, Oda Barth; Brønstad, Ingeborg; McCann, Adrian; Meyer, Klaus; Steinsland, Hans; Hanevik, Kurt

Inflammation, the kynurenines, and mucosal injury during human experimental enterotoxigenic Escherichia coli infection Journal Article

In: Med Microbiol Immunol, vol. 213, no. 1, pp. 2, 2024, ISSN: 1432-1831.

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34.

Trøseid, Marius; Molinaro, Antonio; Gelpi, Marco; Vestad, Beate; Kofoed, Klaus Fuglsang; Fuchs, Andreas; Køber, Lars; Holm, Kristian; Benfield, Thomas; Ueland, Per M; Hov, Johannes R; Nielsen, Susanne Dam; Knudsen, Andreas Dehlbæk

Gut Microbiota Alterations and Circulating Imidazole Propionate Levels Are Associated With Obstructive Coronary Artery Disease in People With HIV Journal Article

In: J Infect Dis, vol. 229, no. 3, pp. 898–907, 2024, ISSN: 1537-6613.

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35.

Kok, Dieuwertje E; van Duijnhoven, Fränzel Jb; Lubberman, Floor Je; McKay, Jill A; van Lanen, Anne-Sophie; Winkels, Renate M; Wesselink, Evertine; van Halteren, Henk K; de Wilt, Johannes Hw; Ulrich, Cornelia M; Ulvik, Arve; Ueland, Per M; Kampman, Ellen

Intake and biomarkers of folate and folic acid as determinants of chemotherapy-induced toxicities in patients with colorectal cancer: a cohort study Journal Article

In: Am J Clin Nutr, vol. 119, no. 2, pp. 294–301, 2024, ISSN: 1938-3207.

Abstract | Links | BibTeX

36.

Raju, Sajan C; Molinaro, Antonio; Awoyemi, Ayodeji; Jørgensen, Silje F; Braadland, Peder R; Nendl, Andraz; Seljeflot, Ingebjørg; Ueland, Per M; McCann, Adrian; Aukrust, Pål; Vestad, Beate; Mayerhofer, Cristiane; Broch, Kaspar; Gullestad, Lars; Lappegård, Knut T; Halvorsen, Bente; Kristiansen, Karsten; Hov, Johannes R; Trøseid, Marius

Microbial-derived imidazole propionate links the heart failure-associated microbiome alterations to disease severity Journal Article

In: Genome Med, vol. 16, no. 1, pp. 27, 2024, ISSN: 1756-994X.

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37.

Braadland, Peder R; Farnes, Ingvild; Kure, Elin H; Yaqub, Sheraz; McCann, Adrian; Ueland, Per M; Labori, Knut Jørgen; Hov, Johannes R

Indole 3-acetate and response to therapy in borderline resectable or locally advanced pancreatic cancer Journal Article

In: Front Oncol, vol. 14, pp. 1488749, 2024, ISSN: 2234-943X.

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38.

Giil, Lasse Melvaer; Hanseth, Silja; Bojovic, Ognjen; Nordrehaug, Jan Erik; Ueland, Per Magne; Meyer, Klaus; Tell, Grethe S

The inverse association between the apolipoprotein E ε4 allele and C-reactive protein levels is stronger in persons with obesity and diabetes Journal Article

In: Scand J Immunol, vol. 99, no. 1, pp. e13323, 2024, ISSN: 1365-3083.

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39.

Grymyr, Lisa M D; Mellgren, Gunnar; McCann, Adrian; Gerdts, Eva; Meyer, Klaus; Nadirpour, Saied; Fernø, Johan; Nedrebø, Bjørn G; Cramariuc, Dana

Preoperative risk factors associated with left ventricular dysfunction after bariatric surgery Journal Article

In: Sci Rep, vol. 14, no. 1, pp. 2173, 2024, ISSN: 2045-2322.

Abstract | Links | BibTeX

40.

Kupjetz, Marie; Patt, Nadine; Joisten, Niklas; Ueland, Per Magne; McCann, Adrian; Gonzenbach, Roman; Bansi, Jens; Zimmer, Philipp

Baseline Inflammation but not Exercise Modality Impacts Exercise-induced Kynurenine Pathway Modulation in Persons With Multiple Sclerosis: Secondary Results From a Randomized Controlled Trial Journal Article

In: Int J Tryptophan Res, vol. 17, pp. 11786469241284423, 2024, ISSN: 1178-6469.

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