Nature

Sampling-enabled scalable manifold learning unveils the discriminative cluster structure of high-dimensional data

As a pivotal branch of machine learning, manifold learning uncovers the intrinsic low-dimensional structure within complex non-linear manifolds in high-dimensional space for visualization, ...
Nature

Generalized robust regression techniques and adaptive cluster sampling for efficient estimation of population mean in case of rare and clustered populations

Situations when field researchers are tempted to deviate from preselected sampling plan and to include nearby or related units in sample, then adaptive cluster sampling (ACS) offers a nearly ...
National Academies of Sciences%2c Engineering%2c and Medicine

Sampling Techniques for Evaluating Health Parameters in Developing Countries: A Working Paper

Unfortunately, this book can't be printed from the OpenBook. If you need to print pages from this book, we recommend downloading it as a PDF. Visit NAP.edu/10766 to get more information about this ...