Better Autologistic Regression

نویسندگان

چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Better Autologistic Regression

Autologistic regression is an important probability model for dichotomous random variables observed along with covariate information. It has been used in various fields for analyzing binary data possessing spatial or network structure. The model can be viewed as an extension of the autologistic model (also known as the Ising model, quadratic exponential binary distribution, or Boltzmann machine...

متن کامل

Autologistic Regression Model for Poverty Mapping and Analysis

Poverty mapping in developing countries has become an increasingly important tool in the search for ways to improve living standards in an economically and environmentally sustainable manner. Although the classical econometric methods provide information on the geographic distribution of poverty, they do not take into account the spatial dependence of the data and generally they do not consider...

متن کامل

Modeling Spatial Land Use Pattern Using Autologistic Regression

The significance of land cover as an environmental variable has made land use change an important subject in global environmental change and sustainable development. Modeling land use change has attracted considerable attention. Currently, empirical estimation models using statistical techniques are one of mostly used spatial models to simulate land use pattern and its changes. Empirical estima...

متن کامل

Modeling the Distribution of Plant Species Using the Autologistic Regression Model Modeling the Distribution of Plant Species Using the Autologistic Regression Model

He obtained his Ph.D. from Stanford University in 1982 and since then has done research in various areas including geometrical probability, multivariate probability inequalities and survival analysis. This work is part of an ongoing project devoted to the modeling the relationship between species distribution and climate variables. Boulder for providing us with species and climate data. Abstrac...

متن کامل

On Selecting Spatial-Temporal Autologistic Regression Models for Binary Lattice Data

In many biological and physical sciences, rapid advances in technical capabilities have dramatically increased the amount of data that are collected across space and over time. Spatial-temporal models are important tools for the analysis of spatial data collected repeatedly over time and have been applied to a wide range of problems, including modeling patterns in lung cancer [1], breast cancer...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Frontiers in Applied Mathematics and Statistics

سال: 2017

ISSN: 2297-4687

DOI: 10.3389/fams.2017.00024