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41	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
42	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
43	Consistent Estimation of Low-Dimensional Latent Structure arXiv:1510.03497v1 [stat.ML] 13 Oct 2015 in High-Dimensional Data Xiongzhi Chen Add to Reading List Source URL: arxiv.org Language: English - Date: 2015-10-13 20:21:08 Algebra Mathematics Mathematical analysis Matrix theory Dimension reduction Linear algebra Principal component analysis Eigenvalues and eigenvectors Multivariate normal distribution Matrix Distribution
44	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
45	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
46	Dynamic turning of 13 cm robot comparing tail and differential drive A.O. Pullin† N.J. Kohut† D. Zarrouk∗ and R. S. Fearing∗ Abstract— Rapid and consistent turning of running legged robots on surfaces with mode Add to Reading List Source URL: robotics.eecs.berkeley.edu Language: English - Date: 2012-02-22 13:44:23 Robotics Systems theory Robot locomotion Control theory Autonomy Rhex Steering Hexapod Robot Yaw PID controller
47	Identification Consider how we have analysed the consumption function. Start with a theory and this gives us the variables to use and expected signs etc Have to decide on functional form consistent with theory. Simplest Add to Reading List Source URL: carecon.org.uk Language: English - Date: 2010-12-21 09:34:42
48	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
49	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
50	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

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