Spatio-Temporal Statistics with R 作者:Christopher K. Wikle/Andrew Zammit-Mangion/Noel Cressie 出版社:Chapman and Hall/CRC 出版年:2019-2-4 页数:394 装帧:平装 丛书:The R Series ISBN:9781138711136 豆瓣评分 评价人数不足 评价: 写笔记 写书评...
Christopher K. Wikle, Andrew Zammit-Mangion and Noel Cressie (2019): Spatio-temporal Statistics with R. Chapman and Hall/CRC, 396 pp. $ 47.96 (Hardcover), ISBN 978-1-1387-1113-6No abstract is available for this item.doi:10.1007/s00362-021-01224-5Edzer Pebesma...
Spatio-temporal statistics with R. CRC Press, Taylor & Francis Group. Shi, X., & Yeung, D.-Y. (2018). Machine Learning for Spatiotemporal Sequence Forecasting: A Survey. 关雪峰, 曾宇媚, Xuefeng, G., & Yumei, Z. (2018). 时空大数据背景下并行数据处理分析挖掘的进展及趋势. 地理科学进展...
Office of the Associate Director for Research and Methodology, Washington, USAJonathan R. BradleyDepartment of Statistics, Florida State University, Tallahassee, USAChristopher K. WikleDepartment of Statistics, University of Missouri, Columbia, USASpringer Berlin HeidelbergComputational Statistics...
R has to be force-terminated (killed). A set of suitable mesh parameters is often found through iteration. It is adviced to run the models with a small number of mesh nodes first, especially with the spatio-temporal models, which may take relatively long time to estimate with large meshes...
Spatial symmetries occur in combination with temporal symmetries in a wide range of physical systems in nature, including time-periodic quantum systems typically described by the Floquet formalism. In this context, groups formed by three-dimensional poin
Most of the downstream analysis was performed in R (v.4.1.0), except the RNA velocity analysis performed in Python (v.3.8.3, v.3.9.0, v.3.10). The gene count matrix and bead spatial coordinates were processed using Seurat (v.3.0.0, v.4.0.2)81. Beads with more than 200 counts ...
2, this is achieved by first using global average (Tavg) and standard deviation (Tsd) pooling to generate channel-wise statistics of f″′ over the temporal dimension. We then employ spatial filters with kernel size of nps×1 to aggregate the spatial dimension. Overall, the spatio-temporal ...
Statistics and reproducibility Three biological replicates were performed with similar results. Statistical analysis was performed on GraphPad Prism (GraphPad Software) and volcano plots were acquired from Perseus (v1.6.15.0). For comparison between two groups, p values were determined using a two-sided...
Data processing was carried out with theRopen-source programming language, which has advanced tools for geostatistics [32] and allows the implementation and validation of S-T processing methods here extended to structural monitoring datasets.Rruns on different UNIX platforms, Windows and MacOS, and i...