Results 41 to 50 of about 4,193,923 (352)

The UCSC Xena platform for public and private cancer genomics data visualization and interpretation

bioRxiv, 2018
UCSC Xena is a visual exploration resource for both public and private omics data, supported through the web-based Xena Browser and multiple turn-key Xena Hubs. This unique archecture allows researchers to view their own data securely, using private Xena
M. Goldman, Brian Craft, Mim Hastie, Kristupas Repečka, Fran McDade, Akhil Kamath, Ayan Banerjee, Yunhai Luo, Dave Rogers, Angela N. Brooks, Jingchun Zhu, D. Haussler   +11 more
semanticscholar   +1 more source

Interpretational errors in statistical causal inference [PDF]

arXiv, 2023
We formalize an interpretational error that is common in statistical causal inference, termed identity slippage. This formalism is used to describe historically-recognized fallacies, and analyse a fast-growing literature in statistics and applied fields.
arxiv  

Have We Learned to Explain?: How Interpretability Methods Can Learn to Encode Predictions in their Interpretations [PDF]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021, 2021
While the need for interpretable machine learning has been established, many common approaches are slow, lack fidelity, or hard to evaluate. Amortized explanation methods reduce the cost of providing interpretations by learning a global selector model that returns feature importances for a single instance of data.
arxiv  

Probability Models in Statistical Data Analysis: Uses, Interpretations, Frequentism-As-Model [PDF]

, 2020
Note: Published now as a chapter in "Handbook of the History and Philosophy of Mathematical Practice" (Springer Nature, editor B. Sriraman, https://doi.org/10.1007/978-3-030-19071-2_105-1). The application of mathematical probability theory in statistics is quite controversial.
arxiv   +1 more source

Risk factors for recurrent vulvovaginal candidiasis [PDF]

Vojnosanitetski Pregled, 2010
Background/Aim. Recurrent vulvovaginal candidiasis is relatively frequent condition, and may have serious health consequences, like chronic vulvovaginal pain syndrome. The aim of our study was to determine possible risk factors for recurrent vulvovaginal
Janković Slobodan, Bojović Dragica, Vukadinović Dubravka, Daglar Elmedina, Janković Marija, Laudanović Dragomir, Lukić Vladan, Mišković Vesna, Potpara Zorica, Projović Ivana, Čokanović Vesna, Petrović Nadežda, Folić Marko, Savić Viktorija   +13 more
doaj   +1 more source

A CHecklist for statistical Assessment of Medical Papers (the CHAMP statement): explanation and elaboration

British Journal of Sports Medicine, 2021
Misuse of statistics in medical and sports science research is common and may lead to detrimental consequences to healthcare. Many authors, editors and peer reviewers of medical papers will not have expert knowledge of statistics or may be unconvinced ...
M. Mansournia, G. Collins, R. Nielsen, M. Nazemipour, N. Jewell, D. Altman, M. Campbell   +6 more
semanticscholar   +1 more source

SpICE: An interpretable method for spatial data [PDF]

arXiv, 2023
Statistical learning methods are widely utilized in tackling complex problems due to their flexibility, good predictive performance and its ability to capture complex relationships among variables. Additionally, recently developed automatic workflows have provided a standardized approach to implementing statistical learning methods across various ...
arxiv  

Randomized trial of dentists’ understanding: treatment benefit in absolute numbers vs relative risk reduction [PDF]

Brazilian Oral Research
This study aimed to assess whether dentists correctly understand the benefit of a dental treatment when it is presented using absolute numbers or relative risk reduction (RRR).
Paulo NADANOVSKY, Branca Heloisa de OLIVEIRA, Ronaldo LIRA-JUNIOR, Ana Paula Pires dos SANTOS   +3 more
doaj   +1 more source

Evaluation of agreement and correlation of three occlusal indices in an assessment of orthodontic treatment need [PDF]

Vojnosanitetski Pregled, 2011
Background/Aim. Occlusal indices are quantitative diagnostic indicators of malocclusion severity, orthodontic treatment need, complexity and outcome.
Đorđević Jelena, Šćepan Ivana, Glišić Branislav   +2 more
doaj   +1 more source

A statistical model for interpreting computerized dynamic posturography data [PDF]

IEEE Transactions on Biomedical Engineering, 2002
Computerized dynamic posturography (CDP) is widely used for assessment of altered balance control. CDP trials are quantified using the equilibrium score (ES), which ranges from zero to 100, as a decreasing function of peak sway angle. The problem of how best to model and analyze ESs from a controlled study is considered.
Feiveson, A. H., Metter, E. J., Paloski, W. H.   +2 more
openaire   +4 more sources