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Statistical model
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41	Assignment 7 L645 / B659 Due Wednesday, October 28 You are encouraged to work in groups for this assignment, but should turn in your own individual work. 1. Parameter Estimation Re-estimate the first round of Baum-Welch Add to Reading List Source URL: cl.indiana.edu Language: English - Date: 2015-10-19 15:18:37 Statistical natural language processing Topic model Artificial intelligence Mallet Learning Software
42	Castagnetti_Rossi_Trapani_31_Jan_2014.dvi Add to Reading List Source URL: economia.unipv.it Language: English - Date: 2014-02-05 04:48:33 Estimation theory Statistics Statistical theory Statistical inference Regression analysis Ordinary least squares Consistent estimator Efficiency Fixed effects model Estimator
43	A Random Walk Framework to Compute Textual Semantic Similarity: a Unified Model for Three Benchmark Tasks Majid Yazdani Idiap Research Institute / EPFL Martigny / Lausanne, Switzerland Add to Reading List Source URL: majid.yazdani.me Language: English - Date: 2015-08-19 06:57:44 Information science Information retrieval Natural language processing Graph theory Markov models Computational linguistics Statistical distance Semantic similarity PageRank Random walk Latent semantic analysis Explicit semantic analysis
44	Incorporating Temporal and Country Heterogeneity in Growth Accounting - An Application to EU-KLEMS Antonio Peyrache and Alicia N. Rambaldi Fourth World KLEMS Conference Add to Reading List Source URL: www.worldklems.net Language: English - Date: 2016-07-07 07:56:02 Economy Business Production economics Economics Stochastic frontier analysis Statistical randomness Economic model Productivity Scientific modelling Production function Stochastic Time series
45	doi:j.cub Add to Reading List Source URL: color.psych.upenn.edu Language: English - Date: 2009-02-19 12:49:05 Statistics Statistical theory Model selection Scientific modeling Estimation theory Statistical models Akaike information criterion Bayesian information criterion F-test Parameter Likelihood function Maximum likelihood estimation
46	STAT: N ONPARAMETRIC I NFERENCE Syllabus, Fall 2015 Nonparametric Inference is an advanced undergraduate and beginning graduate level course in modern nonparametric methods for statistical estimation and infe Add to Reading List Source URL: galton.uchicago.edu Language: English - Date: 2016-04-13 06:56:12 Statistics Statistical theory Actuarial science Nonparametric statistics Statistical inference Statistical model Larry A. Wasserman Regression analysis Nonparametric regression Regression Confidence interval
47	Methods for Multi-Category Cancer Diagnosis from Gene Expression Data: A Comprehensive Evaluation to Inform Decision Support System Development Alexander Statnikov, Constantin F. Aliferis, Ioannis Tsamardinos Discovery S Add to Reading List Source URL: www.dsl-lab.org Language: English - Date: 2004-02-18 20:07:17 Machine learning Learning Statistics Artificial intelligence Statistical classification Model selection Support vector machine Cross-validation K-nearest neighbors algorithm Ensemble learning Kernel method Pattern recognition
48	Recent Advances in Nonparametric Instrumental Regression Recent Advances in Nonparametric Instrumental Regression Overview Overview Add to Reading List Source URL: www.healtheconometrics.org Language: English - Date: 2014-09-28 17:43:43 Statistics Nonparametric statistics Statistical theory Estimation theory Regression analysis Nonparametric regression Kernel smoother Degrees of freedom Instrumental variable Kernel regression Statistical model Semiparametric regression
49	Ensemble Kalman Filter Based Data Assimilation in Wave Models Paula Etala Naval Hydrographic Service ∗ Add to Reading List Source URL: www.waveworkshop.org Language: English - Date: 2013-10-30 01:36:11 Statistics Statistical theory Prediction Statistical forecasting Physical oceanography Water waves Bayesian statistics Control theory Data assimilation Wind wave model Ensemble Kalman filter Kalman filter
50	When One Textbook is not Enough: Linking Multiple Textbooks Using Probabilistic Topic Models Julio Guerra12 , Sergey Sosnovsky3 , and Peter Brusilovsky1 1 Add to Reading List Source URL: columbus.exp.sis.pitt.edu Language: English - Date: 2016-01-15 09:51:26 Statistical natural language processing Education Natural language processing Latent Dirichlet allocation Topic model Learning Textbook Information retrieval Digital textbook Ranking Publishing Bag-of-words model in computer vision