Multilevel models are statistical models of parameters that vary at more than one level. An example could be a model of student performance that contains...
33 KB (4,923 words) - 17:38, 21 May 2025
Multilevel regression with poststratification (MRP) is a statistical technique used for correcting model estimates for known differences between a sample...
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Snijders, Bosker, T.A.B, R.J (2012). Multilevel analysis: An introduction to basic and advanced multilevel modeling. Vol. 2nd edition. London:Sage.{{cite...
23 KB (2,887 words) - 03:35, 25 May 2025
One application of multilevel modeling (MLM) is the analysis of repeated measures data. Multilevel modeling for repeated measures data is most often discussed...
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the U.S. Department of Defense (DoD) multilevel security (MLS) policy. The model is a formal state transition model of computer security policy that describes...
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of X on a given individual. GLMMs are also referred to as multilevel models and as mixed model. In general, fitting GLMMs is more computationally complex...
31 KB (4,231 words) - 04:22, 20 April 2025
econometrics, a random effects model, also called a variance components model, is a statistical model where the model parameters are random variables...
9 KB (1,216 words) - 15:03, 22 March 2025
In statistics, a probit model is a type of regression where the dependent variable can take only two values, for example married or not married. The word...
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multi-group modeling, longitudinal modeling, partial least squares path modeling, latent growth modeling and hierarchical or multilevel modeling. SEM researchers...
87 KB (10,356 words) - 05:44, 18 June 2025
Logistic function (redirect from Logistic model of population growth)
generalized logistic function in epidemiological modeling is its relatively easy application to the multilevel model framework, where information from different...
56 KB (8,069 words) - 23:47, 14 June 2025
Multi-level marketing (redirect from Multilevel marketing)
professor who spent 40 years researching and teaching the pitfalls of multilevel marketing": "You'd be hard-pressed to find anyone making over $1.50 an...
49 KB (5,263 words) - 20:46, 9 June 2025
In statistics, an errors-in-variables model or a measurement error model is a regression model that accounts for measurement errors in the independent...
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Logistic regression (redirect from Logit model)
In statistics, a logistic model (or logit model) is a statistical model that models the log-odds of an event as a linear combination of one or more independent...
127 KB (20,629 words) - 19:53, 22 May 2025
entries of the covariance matrix of the errors, are null. The fit of a model to a data point is measured by its residual, r i {\displaystyle r_{i}} ...
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Multilevel security or multiple levels of security (MLS) is the application of a computer system to process information with incompatible classifications...
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The goodness of fit of a statistical model describes how well it fits a set of observations. Measures of goodness of fit typically summarize the discrepancy...
9 KB (1,150 words) - 17:39, 20 September 2024
Linear regression (redirect from Linear regression model)
1214/aos/1176343056. JSTOR 2958945. Goldstein, H. (1986). "Multilevel Mixed Linear Model Analysis Using Iterative Generalized Least Squares". Biometrika...
75 KB (10,482 words) - 17:25, 13 May 2025
Gauss–Markov theorem (redirect from Gauss–Markov model)
class of linear unbiased estimators, if the errors in the linear regression model are uncorrelated, have equal variances and expectation value of zero. The...
28 KB (4,717 words) - 18:09, 24 March 2025
Multinomial logistic regression (redirect from Maxent model)
problems, i.e. with more than two possible discrete outcomes. That is, it is a model that is used to predict the probabilities of the different possible outcomes...
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marginal models (Heagerty & Zeger, 2000) are a technique for obtaining regression estimates in multilevel modeling, also called hierarchical linear models. People...
2 KB (276 words) - 01:44, 11 July 2019
effects model is a statistical model in which the model parameters are fixed or non-random quantities. This is in contrast to random effects models and mixed...
19 KB (3,166 words) - 13:36, 9 May 2025
Tikhonov) is a method of estimating the coefficients of multiple-regression models in scenarios where the independent variables are highly correlated. It has...
31 KB (4,148 words) - 19:58, 15 June 2025
Christian B. (2007). "Generalized Least Squares Inference in Panel and Multilevel Models with Serial Correlation and Fixed Effects". Journal of Econometrics...
18 KB (2,846 words) - 23:54, 25 May 2025
Partial least squares regression (category Latent variable models)
between the response and independent variables, it finds a linear regression model by projecting the predicted variables and the observable variables to a...
23 KB (2,972 words) - 17:50, 19 February 2025
Discrete choice (redirect from Discrete choice model)
In economics, discrete choice models, or qualitative choice models, describe, explain, and predict choices between two or more discrete alternatives, such...
47 KB (6,349 words) - 03:22, 2 June 2025
Regression analysis (redirect from Regression model)
In statistical modeling, regression analysis is a set of statistical processes for estimating the relationships between a dependent variable (often called...
37 KB (5,235 words) - 00:11, 29 May 2025
descriptions of redirect targets Layer (disambiguation) Multilevel model – Type of statistical model Multitree – Directed acyclic graph with ≤1 directed paths...
61 KB (5,943 words) - 16:18, 12 June 2025
"An Inconvenient Dataset: Bias and Inappropriate Inference in the Multilevel Model.", Quality & Quantity, 48: 1619–1649. doi:10.1007/s11135-013-9865-x...
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Two-way analysis of variance (section Model)
Andrew Gelman proposed a different approach of ANOVA, viewed as a multilevel model. Let us imagine a data set for which a dependent variable may be influenced...
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Segmented regression (redirect from Piecewise model)
the alternative: a score-based approach with application to segmented modelling" (PDF). Journal of Statistical Computation and Simulation. 86 (15): 3059–3067...
11 KB (1,430 words) - 09:04, 31 December 2024