Asymptotically Nonparametric Inference: An Alternative Approach to Linear Models

نویسندگان

چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود 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

An Alternative Approach to Statistical Inference

Statistical inference often depends on the estimation of a model where errors are uncorrelated with the variable being predicted. If the model is hypothesized to represent a system in nature, then the errors are usually assumed to be the result of randomness or other exogenous processes. Relaxing both of these notions can lead to an alternative approach to estimation and prediction. In this app...

متن کامل

Structural-Functional Dynamism: An Alternative Approach to Spatial

Spatial planning approaches along with complication of societies are being changed. These changes and transformations have reflected themselves in increasing diversification of economic patterns, people, group, organization, and institution’s mobility. While in less developed network societies some of the concepts including “distance” and “movement “are relatively losing their importance , some...

متن کامل

Asymptotically exact inference in differentiable generative models

Many generative models can be expressed as a differentiable function of random inputs drawn from some simple probability density. This framework includes both deep generative architectures such as Variational Autoencoders and a large class of procedurally defined simulator models. We present a method for performing efficient MCMC inference in such models when conditioning on observations of the...

متن کامل

Bayesian Inference for Spatial Beta Generalized Linear Mixed Models

In some applications, the response variable assumes values in the unit interval. The standard linear regression model is not appropriate for modelling this type of data because the normality assumption is not met. Alternatively, the beta regression model has been introduced to analyze such observations. A beta distribution represents a flexible density family on (0, 1) interval that covers symm...

متن کامل

Predictor: An Alternative Approach to Uncertain Inference in Expert Systems

An a l t e r n a t i v e approach to uncer ta in inference in exper t systems is desc r i bed which might be r e g a r d e d as a s y n t h e s i s o f t e c h n i q u e s f r o m au tomat i c i n d u c t i o n and mathematical s t a t i s t i c s . I t u t i l i s e s a type o f p a t t e r n match ing in which compar isons are made between new cases (as yet u n c l a s s i f i e d ) and a dat...

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: The Annals of Mathematical Statistics

سال: 1963

ISSN: 0003-4851

DOI: 10.1214/aoms/1177703881