Maximum likelihood estimation

Results: 1796



#Item
641Estimation theory / Automatic image annotation / Expectation–maximization algorithm / Latent Dirichlet allocation / Topic model / Maximum likelihood / LabelMe / Annotation / Dimensional analysis / Statistics / Artificial intelligence / Statistical natural language processing

Simultaneous Image Classification and Annotation Chong Wang, David Blei, Li Fei-Fei Computer Science Department Princeton University {chongw, blei, feifeili}@cs.princeton.edu

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:23
642Econometrics / Parametric statistics / Time series analysis / Linear regression / Autoregressive conditional heteroskedasticity / Fisher information / Ordinary least squares / Maximum likelihood / Kalman filter / Statistics / Estimation theory / Regression analysis

Microsoft Word - DYNAMIC CONDITIONAL BETA[removed]

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Source URL: vlab.stern.nyu.edu

Language: English - Date: 2015-03-10 14:57:19
643Estimation theory / Bayesian statistics / Expectation–maximization algorithm / Missing data / Normal distribution / Kernel density estimation / Entropy / Maximum likelihood / Principle of maximum entropy / Statistics / Statistical theory / Non-parametric statistics

16 Density Estimation We’ve learned more and more about how to describe and fit functions, but the decision to fit a function can itself be unduly restrictive. Instead of assuming a noise model for the data (such as G

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Source URL: fab.cba.mit.edu

Language: English - Date: 2014-04-14 17:27:29
644Statistical theory / Estimation theory / M-estimators / Kernel density estimation / Maximum likelihood / Robust statistics / Gaussian function / Density estimation / Normal distribution / Statistics / Non-parametric statistics / Machine learning

Mass Estimation and Its Applications ∗ Kai Ming Ting, Guang-Tong Zhou , Fei Tony Liu, James Tan Swee Chuan †

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Source URL: www.cs.sfu.ca

Language: English - Date: 2013-09-06 18:14:15
645Bayesian probability / Bayesian inference / Prior probability / Maximum likelihood / Probability / Normal distribution / Principle of maximum entropy / Acoustic resonance / Normalizing constant / Statistics / Bayesian statistics / Probability and statistics

Frequency Estimation, Multiple Stationary Nonsinusoidal Resonances With Trend1 G. Larry Bretthorst Department of Chemistry, Washington University, St. Louis MO[removed]Abstract. In this paper, we address the problem of fre

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Source URL: bayes.wustl.edu

Language: English - Date: 2010-12-21 17:21:39
646Statistical theory / M-estimators / Expectation–maximization algorithm / Missing data / Maximum likelihood / Mixture model / Conjugate prior / Likelihood function / Normal distribution / Statistics / Estimation theory / Bayesian statistics

6.867 Machine learning, lecture 16 (Jaakkola) 1 Lecture topics: • Mixture of Gaussians (cont’d)

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Source URL: ocw.mit.edu

Language: English - Date: 2015-03-15 16:36:56
647Time series analysis / Parametric statistics / Estimation theory / Normal distribution / Linear least squares / Autoregressive conditional heteroskedasticity / Maximum likelihood / Unit root / Least squares / Statistics / Econometrics / Regression analysis

Testing for a unit root in noncausal autoregressive models

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Source URL: www.suomenpankki.fi

Language: English - Date: 2013-11-20 06:24:19
648Bayes estimator / Bayesian inference / Conjugate prior / Gamma distribution / Maximum likelihood / Loss function / Symbol / Parametric model / Statistics / Statistical theory / Estimation theory

Statistics 582, Problem Set 4 Solutions Wellner; [removed]Consider Example 1.3 as given on page 4 of the Chapter 5 notes. (a) Consider calculation of the Bayes rule for the prior λ1 = λ, λ2 = 1 − λ with λ ∈ [

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Source URL: www.stat.washington.edu

Language: English - Date: 2015-02-05 18:34:46
649Econometrics / Estimation theory / Development / Parametric statistics / Instrumental variable / Microcredit / Maximum likelihood / Normal distribution / Linear regression / Statistics / Regression analysis / Economics

Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized WPS6273

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Source URL: www-wds.worldbank.org

Language: English - Date: 2012-11-21 13:40:07
650Bayesian statistics / Econometrics / Bayesian inference / Maximum likelihood / Loss function / Likelihood function / Marginal likelihood / Normal distribution / Bayesian information criterion / Statistics / Estimation theory / Statistical theory

6.867 Machine learning, lecture 10 (Jaakkola) 1 Lecture topics: model selection criteria • Structural risk minimization, example derivation

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Source URL: ocw.mit.edu

Language: English - Date: 2015-03-15 16:36:56
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