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Consistent estimator
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21	Sample Complexity of Composite Likelihood Joseph K. Bradley Carlos Guestrin Carnegie Mellon University Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2012-04-11 16:43:47 Statistics Estimation theory Statistical theory Maximum likelihood estimation Efficient estimator Estimator Likelihood function Normal distribution Loss function Consistent estimator
22	On Iterative Hard Thresholding Methods for High-dimensional M-Estimation arXiv:1410.5137v2 [cs.LG] 21 OctPrateek Jain∗ Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-10-21 20:16:25 Statistics Estimation theory Statistical theory Consistent estimator M-estimator Loss function Linear regression Sufficient statistic
23	On Iterative Hard Thresholding Methods for High-dimensional M-Estimation Prateek Jain∗ Ambuj Tewari† Add to Reading List Source URL: dept.stat.lsa.umich.edu Language: English - Date: 2015-01-11 15:04:36 Statistics Statistical theory Estimation theory Sparse approximation Bias of an estimator Consistent estimator Loss function M-estimator Linear regression Sufficient statistic
24	Coalescent Modeling for Distributions of Alleles Biostatistics 666 Last Lecture: Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2011-09-28 08:34:55 Statistical theory Estimation theory Statistical inference Summary statistics Coalescent theory Estimator Mode Consistent estimator Fisher consistency
25	RecapAsymptotic Normality .............. Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-03-18 01:06:55 Statistics Statistical theory Estimation theory Mathematical analysis Statistical inference Consistent estimator Asymptotic distribution Estimator Delta method Bayes estimator Law of large numbers Bias of an estimator
26	Recap ... p-Values ................. Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-04-14 17:22:38 Statistical inference Hypothesis testing Statistical theory Estimation theory Summary statistics Consistent estimator Confidence interval Mode P-value Statistical hypothesis testing Omnibus test
27	Recap ... Karlin-Rabin ...... Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-04-10 14:39:17 Statistics Statistical theory Hypothesis testing Statistical inference Maximum likelihood estimation Design of experiments Estimation theory Fisher information Monotone likelihood ratio Uniformly most powerful test Consistent estimator Likelihood function
28	RecapHypothesis Testing ........................... Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-04-10 14:37:49 Statistical theory Estimation theory Statistical inference Psychometrics Econometrics Consistent estimator Estimator Delta method Normal distribution Asymptotic distribution Statistics Statistical hypothesis testing
29	Recap ... Bayes Risk .......... Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-03-18 01:07:41 Statistics Statistical theory Estimation theory Bayes estimator Consistent estimator Bias of an estimator Loss function Estimator
30	PDF Document Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-03-01 02:22:07 Statistics Estimation theory Statistical theory RaoBlackwell theorem Completeness Bias of an estimator Minimum-variance unbiased estimator Estimator Bayes estimator Normal distribution Consistent estimator

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