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Bias of an estimator
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51	ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models Sanjay Krishnan, Jiannan Wang, Eugene Wu † , Michael J. Franklin, Ken Goldberg UC Berkeley, † Columbia University {sanjaykrishnan, jnwang, fran Add to Reading List Source URL: sampleclean.org Language: English - Date: 2016-01-15 13:57:46 Statistics Statistical theory Estimator Statistical inference M-estimators Convex optimization Stochastic gradient descent Bias of an estimator Loss function Data analysis Linear regression Generalised Hough transform
52	RecapMLE ............. Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-02-13 17:25:36 Estimation theory Statistical theory M-estimators Bayesian statistics Maximum likelihood estimation Bias of an estimator Likelihood function
53	Recap ... Bayes Risk .......... Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-03-18 01:07:28 Estimation theory Statistical theory Decision theory Statistical inference Bayes estimator Bias of an estimator Mean squared error Estimator Minimum-variance unbiased estimator Loss function Bayes Efficient estimator
54	Last Lecture . . BiostatisticsStatistical Inference Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-03-13 18:27:18 Probability distributions Statistical theory Estimation theory Bayes estimator Bias of an estimator Normal distribution Relationships among probability distributions Table of stars with Bayer designations
55	PDF Document Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-04-24 22:39:43 Estimation theory Statistics Statistical theory Statistical inference Minimum-variance unbiased estimator Estimator Bias of an estimator RaoBlackwell theorem LehmannScheff theorem
56	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
57	Recap .... Bayesian Statistics ....... Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-03-13 18:27:29 Estimation theory Statistics Statistical theory Statistical inference Minimum-variance unbiased estimator Estimator Bias of an estimator Bayes estimator CramrRao bound Efficient estimator RaoBlackwell theorem
58	Recap .... Exponential Family ........ Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-02-28 07:48:59 Estimation theory Statistics Statistical theory RaoBlackwell theorem Bias of an estimator Minimum-variance unbiased estimator Completeness Estimator CramrRao bound Exponential family Efficient estimator
59	PDF Document Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-02-16 23:30:33 Statistics Estimation theory Statistical theory Maximum likelihood estimation Estimator M-estimators Bias of an estimator Fisher information Score CramrRao bound Poisson distribution Likelihood function
60	Recap .... Exponential Family ........ Add to Reading List Source URL: genome.sph.umich.edu Language: English - Date: 2013-02-28 07:48:44 Estimation theory RaoBlackwell theorem Bias of an estimator Estimator CramrRao bound Exponential family Minimum-variance unbiased estimator