We consider estimation of an additive nonparametric regression model with known link function. The asymptotic distribution of this regression estimate is given. The ...

A behind-the-scenes blog about research methods at Pew Research Center. For our latest findings, visit pewresearch.org. Many of Pew Research Center’s survey analyses show relationships between two ...

In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...

The Annals of Statistics, Vol. 10, No. 1 (Mar., 1982), pp. 154-166 (13 pages) Strong consistency and asymptotic normality of least squares estimates in stochastic regression models are established ...

Successful investing requires the ability to distinguish long-term trends from the short-term noise that moves stock prices on a minute-to-minute basis. One way to tune out the random oscillations and ...

The estimates for the House of Representatives come from a model, not just from a survey result. The difference between the two is that while a survey attempts to measure the whole of something by ...