Matching Variables with the Appropriate Statistical Tests in Counseling Research
Teaching and Supervision in Counseling, 2021 Quantitative research literacy, including matching variables with the appropriate statistical tests, is a key element in counselor education and preparation.
Ryan E. Flinn , Michael T. Kalkbrenner
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Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization [PDF]
Computer Vision and Pattern Recognition, 2022 Arbitrary style transfer (AST) and domain generalization (DG) are important yet challenging visual learning tasks, which can be cast as a feature distribution matching problem.
Yabin Zhang +4 more
semanticscholar +1 more source
Simulation-free Schrödinger bridges via score and flow matching [PDF]
International Conference on Artificial Intelligence and Statistics, 2023 We present simulation-free score and flow matching ([SF]$^2$M), a simulation-free objective for inferring stochastic dynamics given unpaired samples drawn from arbitrary source and target distributions. Our method generalizes both the score-matching loss
Alexander Tong +7 more
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Matching Methods for Causal Inference: A Review and a Look Forward [PDF]
, 2009 When estimating causal effects using observational data, it is desirable to replicate a randomized experiment as closely as possible by obtaining treated and control groups with similar covariate distributions. This goal can often be achieved by choosing
Bloomberg School +3 more
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A Comparative Study of Ontology Matching Systems via Inferential Statistics
IEEE Transactions on Knowledge and Data Engineering, 2018 Ontology matching systems are typically compared by comparing their average performances over multiple datasets. However, this paper examines the alignment systems using statistical inference since averaging is statistically unsafe and inappropriate. The
Majid Mohammadi +2 more
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The impact of land ownership, firefighting, and reserve status on fire probability in California
Environmental Research Letters, 2018 The extent of wildfires in the western United States is increasing, but how land ownership, firefighting, and reserve status influence fire probability is unclear.
Carlin Frances Starrs +3 more
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Improved Feature Matching ORB-SLAM Algorithm for Dense Mapping [PDF]
Jisuanji gongcheng, 2023 In the mainstream feature-based Simultaneous Localization and Mapping(SLAM) method, feature matching is a key step in estimating camera motion. However, the local characteristics of image features cause widespread mismatch and have become a major ...
Yang LIU, Jun CHEN, Shijia HU, Jiahua LAI
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Discussion of "Feature Matching in Time Series Modeling" by Y. Xia and H. Tong
, 2012 Discussion of "Feature Matching in Time Series Modeling" by Y. Xia and H. Tong [arXiv:1104.3073]Comment: Published in at http://dx.doi.org/10.1214/11-STS345B the Statistical Science (http://www.imstat.org/sts/) by the Institute of Mathematical ...
Chan, Kung-Sik, Tsay, Ruey S.
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Joint statistics matching for camera model identification of recompressed images
Mathematical Biosciences and Engineering, 2019 Source camera identification has been well studied in laboratory environment where the training and test samples are all original images without recompression.
Bo Wang +4 more
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Continuous Monitoring of Distributed Data Streams over a Time-based Sliding Window [PDF]
, 2010 The past decade has witnessed many interesting algorithms for maintaining statistics over a data stream. This paper initiates a theoretical study of algorithms for monitoring distributed data streams over a time-based sliding window (which contains a ...
Chan, Ho-Leung +3 more
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