Estimation of nonstationary Markov chains from panel data

B Singer - Sociological Methodology, 1981 - JSTOR
With a few exceptions (see Tuma, 1976; Littman and Mode, 1977; Pickens and Soyka,
1980), most attempts to model individual choice behavior with Markov and related models …

[图书][B] Panels and time series analysis: Markov chains and autoregressive processes

TW Anderson, TW ANDERSON - 1976 - books.google.com
One of the innovations in social research made by Paul F. Lazarsfeld was the development
and application of panel surveys. In this design a sample of individuals is interviewed at …

Aspects of non-stationarity

B Singer - Journal of Econometrics, 1982 - Elsevier
This paper presents descriptive continuous time discrete state non-stationary Markov
models that are useful exploratory tools in a first stage of longitudinal data analysis. Because …

Estimates for differential equation models of social phenomena

P Doreian, NP Hummon - Sociological methodology, 1977 - JSTOR
Singer and Spilerman (1974, 1976) have significantly extended our knowledge of modeling
social processes by time referenced Markov models that are probabilistic multistate models …

Methods for longitudinal social network data: Review and Markov process models

TAB Snijders - New trends in probability and statistics, 1995 - degruyter.com
Social network data pertain to social relations between individuals, or between other actors
(countries, firms, etc.). The fact that each relation links two individuals, and each individual …

Mixed Markov latent class models

F Van de Pol, R Langeheine - Sociological methodology, 1990 - JSTOR
The process of change in a discrete characteristic is seldom the same for every respondent
in a panel survey. Mixed Markov latent class models describe cross-tables of consecutive …

A unifying framework for Markov modeling in discrete space and discrete time

R Langeheine, F Van de Pol - Sociological Methods & …, 1990 - journals.sagepub.com
The focus of this article is on Markov models for the analysis of panel data and, more
specifically, on data obtained from repeated measurements of one categorical variable at …

Statistical methods for the mover-stayer model

LA Goodman - Journal of the American Statistical Association, 1961 - Taylor & Francis
The mover-stayer model, a generalization of the Markov chain model, assumes that there
are two types of individuals in the population under consideration:(a) the “stayer,” who with …

[引用][C] Estimation of transition probabilities in a nonstationary finite Markov chain

TC Lee, GG Judge - Metroeconomica, 1972 - Wiley Online Library
Within the context of economic theory, economic data are usually viewed as being
generated by a system of relations that is, in general, simultaneous, dynamic, and stochastic …

[图书][B] Analyzing panel data

GB Markus - 1980 - ojp.gov
Abstract THE FOCUS OF THIS PAPER IS ANALYSIS, AS OPPOSED TO PROBLEMS OF
PANEL SAMPLING OR DESIGN. THE ANALYSIS OF DISCRETE VARIABLES, EITHER …