statistical model
type of mathematical model
graphical model
probabilistic model for which a graph expresses the conditional dependence structure between random variables
mixed model
statistical model containing both fixed effects and random effects
mixture model
statistical concept
language model
probabilistic model of a natural or formal language, or generally of elements of signal sequences
Heckman correction
statistical technique correcting sampling bias
parametric model
type of statistical model
multilevel model
statistical model
probit model
statistical regression where the dependent variable can take only two values, to estimate the probability that an observation with particular characteristics will fall into one of the categories
Zero-inflated model
statistical model allowing for frequent zero values
structural equation modeling
in data analysis
topic model
type of model
autoregressive model
representation of a type of random process
exponential dispersion model
set of probability distributions that represents a generalisation of the natural exponential family
spatial interaction
the flow of people, material or information between locations
Tobit model
statistical model for censored regressands
latent variable model
statistical model that relates a set of manifest variables to a set of latent variables
Scan statistic
Statistics scanning space or time for clusters of events
regression model
statistical model
mediation
statistical model
fixed effects model
statistical model that represents the observed quantities in terms of explanatory variables that are treated as if the quantities were non-random
mixture of experts
machine learning technique
random effects model
type of statistical model
Markov chain
stochastic model describing a sequence of possible events in which the probability of each event depends only on the state attained in the previous event
probability distribution
mathematical function that describes the probability of occurrence of different possible outcomes in an experiment
generative model
model for randomly generating observable data in probability and statistics
ruin theory
theory in actuarial science and applied probability
linear panel data model
type of statistical model
energy-based model
an application of canonical ensemble formulation of statistical physics for learning from data problems
latent class model
concept in statistics
Rasch model
psychometric model for analyzing categorical data
local regression
generalization of moving average and polynomial regression
large number of rare events
modeling methods that allow improvements in frequency distribution estimation over the maximum likelihood estimation when rare events are common