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This full-color text discusses EDA and how interactive graphical methods can help gain insights as well as generate new questions and... Læs mere
It begins with linear and nonlinear regression for normally distributed data, logistic regression for binomially distributed data, and Poisson regression and negative-binomial regression for count data.
This book provides a complete and comprehensive guide to Pyomo (Python Optimization Modeling Objects) for beginning and advanced modelers, including students at the undergraduate and graduate levels, academic researchers, and practitioners.
Written by top-level scientists recognized worldwide, the scientific contributions cover a wide range of cutting-edge topics of industrial and... Læs mere
It provides an accessible way to understand the theory behind each statistical learning tool, the required pre-processing, the... Læs mere
This book brings together selected peer-reviewed contributions from various research fields in statistics, and highlights the diverse approaches and analyses related to real-life phenomena.
This book presents a detailed description of the development of statistical theory. In the mid twentieth century, the development of mathematical statistics underwent an enduring change, due to the advent of more refined mathematical tools.
This book discusses all major topics on survey sampling and estimation. As a large sample size is not cost-efficient, this book introduces a new method by using the domain... Læs mere
An essential guide based on the authentic lectures and research on information optics, holography and MATLAB. The first to outline the incoherent optical system,... Læs mere
This interdisciplinary textbook provides a practical introduction to basic mathematical modelling methodology and analysis. It covers a variety of biological applications and uses these topics in turn to highlight key components in the art of modelling.