-
2
-
-
0003756375
-
-
New York: MIT Press. [759]
-
Bishop, Y., Fienberg, S., and Holland, P. (1975), Discrete Multivariate Analysis, New York: MIT Press. [759].
-
(1975)
Discrete Multivariate Analysis
-
-
Bishop, Y.1
Fienberg, S.2
Holland, P.3
-
3
-
-
74549185029
-
Supervised Topic Models, in
-
[757]
-
Blei, D. M., and McAuliffe, J. D. (2007), "Supervised Topic Models, " in Proceedings of the Neural Information Processing Systems, Volume 21, 1-8. [757].
-
(2007)
Proceedings of the Neural Information Processing Systems, Volume
, vol.21
, pp. 1-8
-
-
Blei, D.M.1
McAuliffe, J.D.2
-
4
-
-
0141607824
-
Latent Dirichlet Allocation
-
[757]
-
Blei, D. M., Ng, A. Y., and Jordan, M. I. (2003), "Latent Dirichlet Allocation, " Journal of Machine Learning Research, 3, 993-1022. [757].
-
(2003)
Journal of Machine Learning Research
, vol.3
, pp. 993-1022
-
-
Blei, D.M.1
Ng, A.Y.2
Jordan, M.I.3
-
5
-
-
79953102821
-
Twitter Mood Predicts the Stock Market
-
[757]
-
Bollen, J., Mao, H., and Zeng, X.-J. (2011), "Twitter Mood Predicts the Stock Market, " Journal of Computational Science, 2, 1-8. [757].
-
(2011)
Journal of Computational Science
, vol.2
, pp. 1-8
-
-
Bollen, J.1
Mao, H.2
Zeng, X.-J.3
-
6
-
-
0035532137
-
Estimating the Structural Dimension of Regressions via Parametric Inverse Regression
-
[758]
-
Bura, E., and Cook, D. (2001), "Estimating the Structural Dimension of Regressions via Parametric Inverse Regression, " Journal of the Royal Statistical Society, Series B, 63, 393-410. [758].
-
(2001)
Journal of the Royal Statistical Society, Series B
, vol.63
, pp. 393-410
-
-
Bura, E.1
Cook, D.2
-
7
-
-
84950445183
-
A Monte-Carlo Approach to Nonnormal and Nonlinear State-Space Modeling
-
[760]
-
Carlin, B. P., Polson, N. G., and Stoffer, D. S. (1992), "A Monte-Carlo Approach to Nonnormal and Nonlinear State-Space Modeling, " Journal of the American Statistical Association, 87, 493-500. [760].
-
(1992)
Journal of the American Statistical Association
, vol.87
, pp. 493-500
-
-
Carlin, B.P.1
Polson, N.G.2
Stoffer, D.S.3
-
8
-
-
77952811536
-
The Horseshoe Estimator for Sparse Signals
-
[760,761]
-
Carvalho, C. M., Polson, N. G., and Scott, J. G. (2010), "The Horseshoe Estimator for Sparse Signals, " Biometrika, 97, 465-480. [760,761].
-
(2010)
Biometrika
, vol.97
, pp. 465-480
-
-
Carvalho, C.M.1
Polson, N.G.2
Scott, J.G.3
-
9
-
-
83055176929
-
-
R package version 1.3.1, Vienna: The R Foundation for Statistical Computing. [768]
-
Chang, J. (2011), lda: Collapsed Gibbs Sampling Methods for Topic Models, R package version 1.3.1, Vienna: The R Foundation for Statistical Computing. [768].
-
(2011)
Lda: Collapsed Gibbs Sampling Methods for Topic Models
-
-
Chang, J.1
-
10
-
-
49449106707
-
Fisher Lecture: Dimension Reduction in Regression
-
[758]
-
Cook, R. D. (2007), "Fisher Lecture: Dimension Reduction in Regression, " Statistical Science, 22, 1-26. [758].
-
(2007)
Statistical Science
, vol.22
, pp. 1-26
-
-
Cook, R.D.1
-
11
-
-
84911996007
-
Dimension Reduction in Regressions With Exponential Family Predictors
-
[758]
-
Cook, R. D., and Li, L. (2009), "Dimension Reduction in Regressions With Exponential Family Predictors, " Journal of Computational and Graphical Statistics, 18, 774-791. [758].
-
(2009)
Journal of Computational and Graphical Statistics
, vol.18
, pp. 774-791
-
-
Cook, R.D.1
Li, L.2
-
12
-
-
1542784498
-
Variable Selection via Nonconcave Penalized Likelihood and Its Oracle Properties
-
[760,761]
-
Fan, J., and Li, R. (2001), "Variable Selection via Nonconcave Penalized Likelihood and Its Oracle Properties, " Journal of the American Statistical Association, 96, 1348-1360. [760,761].
-
(2001)
Journal of the American Statistical Association
, vol.96
, pp. 1348-1360
-
-
Fan, J.1
Li, R.2
-
13
-
-
24344502730
-
Nonconcave Penalized LikelihoodWith a Diverging Number of Parameters
-
[761]
-
Fan, J., and Peng, H. (2004), "Nonconcave Penalized LikelihoodWith a Diverging Number of Parameters, " The Annals of Statistics, 32, 928-961. [761].
-
(2004)
The Annals of Statistics
, vol.32
, pp. 928-961
-
-
Fan, J.1
Peng, H.2
-
14
-
-
84952149204
-
A Statistical View of Some Chemometrics Regression Tools
-
[767]
-
Frank, I. E., and Friedman, J. H. (1993), "A Statistical View of Some Chemometrics Regression Tools, " Technometrics, 35, 109-135. [767].
-
(1993)
Technometrics
, vol.35
, pp. 109-135
-
-
Frank, I.E.1
Friedman, J.H.2
-
15
-
-
60349122037
-
-
Technical Report, Department of Statistics, Stanford University. [761]
-
Friedman, J. H. (2008), "Fast Sparse Regression and Classification, " Technical Report, Department of Statistics, Stanford University. [761].
-
(2008)
Fast Sparse Regression and Classification
-
-
Friedman, J.H.1
-
16
-
-
77950537175
-
Regularization Paths for Generalized Linear Models via Coordinate Descent
-
[760,768]
-
Friedman, J. H., Hastie, T., and Tibshirani, R. (2010), "Regularization Paths for Generalized Linear Models via Coordinate Descent, " Journal of Statistical Software, 33(1), 1-22. [760,768].
-
(2010)
Journal of Statistical Software
, vol.33
, Issue.1
, pp. 1-22
-
-
Friedman, J.H.1
Hastie, T.2
Tibshirani, R.3
-
17
-
-
77956891487
-
Biased Estimates of Treatment Effect in Randomized Experiments With Nonlinear Regressions and Omitted Covariates
-
[759]
-
Gail, M. H., Wieand, S., and Piantadosi, S. (1984), "Biased Estimates of Treatment Effect in Randomized Experiments With Nonlinear Regressions and Omitted Covariates, " Biometrika, 71, 341-444. [759].
-
(1984)
Biometrika
, vol.71
, pp. 341-444
-
-
Gail, M.H.1
Wieand, S.2
Piantadosi, S.3
-
18
-
-
84867706136
-
-
R package version 1.5-03, Vienna: The R Foundation for Statistical Computing. [768]
-
Gelman, A., Su, Y.-S., Yajima, M., Hill, J., Pittau, M. G., Kerman, J., and Zheng, T. (2012), Arm: Data Analysis Using Regression and Multilevel/Hierarchical Models, R package version 1.5-03, Vienna: The R Foundation for Statistical Computing. [768].
-
(2012)
Arm: Data Analysis Using Regression and Multilevel/Hierarchical Models
-
-
Gelman, A.1
Su, Y.-S.2
Yajima, M.3
Hill, J.4
Pittau, M.G.5
Kerman, J.6
Zheng, T.7
-
19
-
-
34548105186
-
Large-Scale Bayesian Logistic Regression for Text Categorization
-
[768]
-
Genkin, A., Lewis, D. D., and Madigan, D. (2007), "Large-Scale Bayesian Logistic Regression for Text Categorization, " Technometrics, 49, 291-304. [768].
-
(2007)
Technometrics
, vol.49
, pp. 291-304
-
-
Genkin, A.1
Lewis, D.D.2
Madigan, D.3
-
20
-
-
76549132070
-
What Drives Media Slant? Evidence From U.S. Daily Newspapers
-
[756,757]
-
Gentzkow, M., and Shapiro, J. (2010), "What Drives Media Slant? Evidence From U.S. Daily Newspapers, " Econometrica, 78, 35-72. [756,757].
-
(2010)
Econometrica
, vol.78
, pp. 35-72
-
-
Gentzkow, M.1
Shapiro, J.2
-
22
-
-
84865848629
-
Simulation-Based Regularized Logistic Regression
-
[760,763]
-
Gramacy, R. B., and Polson, N. G. (2012), "Simulation-Based Regularized Logistic Regression, " Bayesian Analysis, 7, 1-24. [760,763].
-
(2012)
Bayesian Analysis
, vol.7
, pp. 1-24
-
-
Gramacy, R.B.1
Polson, N.G.2
-
23
-
-
77951646429
-
A Bayesian Hierarchical Topic Model for Political Texts: Measuring ExpressedAgendas in Senate Press Releases
-
[757]
-
Grimmer, J. (2010), "A Bayesian Hierarchical Topic Model for Political Texts: Measuring ExpressedAgendas in Senate Press Releases, " Political Analysis, 18, 1-35. [757].
-
(2010)
Political Analysis
, vol.18
, pp. 1-35
-
-
Grimmer, J.1
-
24
-
-
0003684449
-
-
New York: Springer. [768,768]
-
Hastie, T., Tibshirani, R., and Friedman, J. H. (2009), The Elements of Statistical Learning, New York: Springer. [768,768].
-
(2009)
The Elements of Statistical Learning
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.H.3
-
25
-
-
84867151416
-
Bayesian Auxiliary Variable Models for Binary and Multinomial Regression
-
[760]
-
Holmes, C. C., and Held, L. (2006), "Bayesian Auxiliary Variable Models for Binary and Multinomial Regression, " Bayesian Analysis, 1, 145-168. [760].
-
(2006)
Bayesian Analysis
, vol.1
, pp. 145-168
-
-
Holmes, C.C.1
Held, L.2
-
26
-
-
0003847769
-
-
(2nd ed.), Upper Saddle River, NJ: Prentice Hall. [756]
-
Jurafsky, D., and Martin, J. H. (2009), Speech and Language Processing (2nd ed.), Upper Saddle River, NJ: Prentice Hall. [756].
-
(2009)
Speech and Language Processing
-
-
Jurafsky, D.1
Martin, J.H.2
-
27
-
-
11244352554
-
Kernlab-An S4 Package for Kernel Methods in R
-
[768]
-
Karatzoglou, A., Smola, A., Hornik, K., and Zeileis, A. (2004), "Kernlab-An S4 Package for Kernel Methods in R, " Journal of Statistical Software, 11(9), 1-20. [768].
-
(2004)
Journal of Statistical Software
, vol.11
, Issue.9
, pp. 1-20
-
-
Karatzoglou, A.1
Smola, A.2
Hornik, K.3
Zeileis, A.4
-
28
-
-
21244437589
-
Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization Bounds
-
[762]
-
Krishnapuram, B., Carin, L., Figueiredo, M. A. T., and Hartemink, A. J. (2005), "Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization Bounds, " IEEE Transactions on Pattern Analysis and Machine Intelligence, 27, 957-969. [762].
-
(2005)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.27
, pp. 957-969
-
-
Krishnapuram, B.1
Carin, L.2
Figueiredo, M.A.T.3
Hartemink, A.J.4
-
29
-
-
77950023906
-
Optimization Transfer Using Surrogate Objective Functions
-
[762]
-
Lange, K., Hunter, D. R., and Yang, I. (2000), "Optimization Transfer Using Surrogate Objective Functions, " Journal of Computational and Graphical Statistics, 9, 1-20. [762].
-
(2000)
Journal of Computational and Graphical Statistics
, vol.9
, pp. 1-20
-
-
Lange, K.1
Hunter, D.R.2
Yang, I.3
-
30
-
-
0038385893
-
Extracting Policy Positions From Political Texts Using Words as Data
-
[757]
-
Laver, M., Benoit, K., and Garry, J. (2003), "Extracting Policy Positions From Political Texts Using Words as Data, " American Political Science Review, 97, 311-332. [757].
-
(2003)
American Political Science Review
, vol.97
, pp. 311-332
-
-
Laver, M.1
Benoit, K.2
Garry, J.3
-
31
-
-
0000239522
-
Completeness, Similar Regions, and Unbiased Estimation-Part 1
-
[758]
-
Lehmann, E. L., and Scheffé, H. (1950), "Completeness, Similar Regions, and Unbiased Estimation-Part 1, " Sankhyā: The Indian Journal of Statistics, 10, 305-340. [758].
-
(1950)
Sankhyā: The Indian Journal of Statistics
, vol.10
, pp. 305-340
-
-
Lehmann, E.L.1
Scheffé, H.2
-
32
-
-
84945116550
-
Sliced Inverse Regression for Dimension Reduction
-
[758]
-
Li, K. (1991), "Sliced Inverse Regression for Dimension Reduction, " Journal of the American Statistical Association, 86, 316-327. [758].
-
(1991)
Journal of the American Statistical Association
, vol.86
, pp. 316-327
-
-
Li, K.1
-
33
-
-
34548540582
-
Partial Inverse Regression
-
[758]
-
Li, L., Cook, R. D., and Tsai, C.-L. (2007), "Partial Inverse Regression, " Biometrika, 94, 615-625. [758].
-
(2007)
Biometrika
, vol.94
, pp. 615-625
-
-
Li, L.1
Cook, R.D.2
Tsai, C.-L.3
-
34
-
-
78650979144
-
When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10-Ks
-
[757]
-
Loughran, T., and McDonald, B. (2011), "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10-Ks, " Journal of Finance, 66, 35-65. [757].
-
(2011)
Journal of Finance
, vol.66
, pp. 35-65
-
-
Loughran, T.1
McDonald, B.2
-
36
-
-
33751240089
-
Bayesian Multinomial Logistic Regression for Author Identification, in
-
[762]
-
Madigan, D., Genkin, A., Lewis, D. D., and Fradkin, D. (2005), "Bayesian Multinomial Logistic Regression for Author Identification, " in AIP Conference Proceedings, Volume 803, 509-516. [762].
-
(2005)
AIP Conference Proceedings, Volume
, vol.803
, pp. 509-516
-
-
Madigan, D.1
Genkin, A.2
Lewis, D.D.3
Fradkin, D.4
-
37
-
-
84890059220
-
Representing and Classifying User Reviews
-
in, Brazil, [757]
-
Mauá, D. D., and Cozman, F. G. (2009), "Representing and Classifying User Reviews, " in ENIA '09: VIII Enconro Nacional de Inteligência Artificial, Brazil, 1-10. [757].
-
(2009)
ENIA '09: VIII Enconro Nacional de Inteligência Artificial
, pp. 1-10
-
-
Mauá, D.D.1
Cozman, F.G.2
-
38
-
-
80052694528
-
Sparsenet: Coordinate Descent With Nonconvex Penalties
-
[761,763]
-
Mazunder, R., Friedman, J. H., and Hastie, T. (2011), "Sparsenet: Coordinate Descent With Nonconvex Penalties, " Journal of the American Statistical Association, 106, 1125-1138. [761,763].
-
(2011)
Journal of the American Statistical Association
, vol.106
, pp. 1125-1138
-
-
Mazunder, R.1
Friedman, J.H.2
Hastie, T.3
-
39
-
-
48449095896
-
Opinion Mining and Sentiment Analysis
-
1-2, [757]
-
Pang, B., and Lee, L. (2008), "Opinion Mining and Sentiment Analysis, " Foundations and Trends in Information Retrieval, 1-2, 1-135. [757].
-
(2008)
Foundations and Trends in Information Retrieval
, pp. 1-135
-
-
Pang, B.1
Lee, L.2
-
40
-
-
49549105778
-
The Bayesian Lasso
-
[760]
-
Park, T., and Casella, G. (2008), "The Bayesian Lasso, " Journal of the American Statistical Association, 103, 681-686. [760].
-
(2008)
Journal of the American Statistical Association
, vol.103
, pp. 681-686
-
-
Park, T.1
Casella, G.2
-
41
-
-
80053395945
-
Unsupervised Semantic Parsing
-
in, [756]
-
Poon, H., and Domingos, P. (2009), "Unsupervised Semantic Parsing, " in Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 1-10. [756].
-
(2009)
Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)
, pp. 1-10
-
-
Poon, H.1
Domingos, P.2
-
42
-
-
84948481845
-
An Algorithm for Suffix Stripping
-
[756]
-
Porter, M. F. (1980), "An Algorithm for Suffix Stripping, " Program, 14, 130-137. [756].
-
(1980)
Program
, vol.14
, pp. 130-137
-
-
Porter, M.F.1
-
43
-
-
73649142099
-
How to Analyze Political AttentionWith MinimalAssumptions andCosts
-
[757]
-
Quinn, K., Monroe, B., Colaresi, M., Crespin, M., and Radev, D. (2010), "How to Analyze Political AttentionWith MinimalAssumptions andCosts, " American Journal of Political Science, 54, 209-228. [757].
-
(2010)
American Journal of Political Science
, vol.54
, pp. 209-228
-
-
Quinn, K.1
Monroe, B.2
Colaresi, M.3
Crespin, M.4
Radev, D.5
-
44
-
-
84948733851
-
-
New York: Wiley. [760]
-
Rossi, P. E., Allenby, G. M., and McCulloch, R. (2005), Bayesian Statistics and Marketing, New York: Wiley. [760].
-
(2005)
Bayesian Statistics and Marketing
-
-
Rossi, P.E.1
Allenby, G.M.2
McCulloch, R.3
-
46
-
-
78049300836
-
-
(eds.), Boca Raton, FL: CRC Press. [756,757]
-
Srivastava, A. N., and Sahami, M. (eds.) (2009), Text Mining: Classification, Clustering, and Applications, Boca Raton, FL: CRC Press. [756,757].
-
(2009)
Text Mining: Classification, Clustering, and Applications
-
-
Srivastava, A.N.1
Sahami, M.2
-
49
-
-
84857565588
-
The Measure of a MAC: A Machine-Learning Protocol for Analyzing Force Majeure Clauses in M&A Agreements
-
[756]
-
Talley, E. L., and O'Kane, D. (2011), "The Measure of a MAC: A Machine-Learning Protocol for Analyzing Force Majeure Clauses in M&A Agreements, " Journal of Institutional and Theoretical Economics, 168, 181-201. [756].
-
(2011)
Journal of Institutional and Theoretical Economics
, vol.168
, pp. 181-201
-
-
Talley, E.L.1
O'Kane, D.2
-
50
-
-
34248193914
-
Giving Content to Investor Sentiment: The Role of Media in the Stock Market
-
[757]
-
Tetlock, P. (2007), "Giving Content to Investor Sentiment: The Role of Media in the Stock Market, " Journal of Finance, 62, 1139-1168. [757].
-
(2007)
Journal of Finance
, vol.62
, pp. 1139-1168
-
-
Tetlock, P.1
-
51
-
-
80053357527
-
Get Out the Vote: Determining Support or Opposition From Congressional Floor-Debate Transcripts
-
in,. [757]
-
Thomas, M., Pang, B., and Lee, L. (2006), "Get Out the Vote: Determining Support or Opposition From Congressional Floor-Debate Transcripts, " in Proceedings of Emperical Methods in Natural Language Processing, pp. 327-335. [757].
-
(2006)
Proceedings of Emperical Methods in Natural Language Processing
, pp. 327-335
-
-
Thomas, M.1
Pang, B.2
Lee, L.3
-
52
-
-
85194972808
-
Regression Shrinkage and Selection via the Lasso
-
[760]
-
Tibshirani, R. (1996), "Regression Shrinkage and Selection via the Lasso, " Journal of the Royal Statistical Society, Series B, 58, 267-288. [760].
-
(1996)
Journal of the Royal Statistical Society, Series B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
53
-
-
0242295767
-
Bayesian Factor Regression Models in the 'Large p, Small n' Paradigm
-
in, J.M. Bernardo, M.J. Bayarri, J.O. Berger, A.P. Dawid, D. Heckerman, A.F.M. Smith, and M. West (eds.), Oxford: Oxford University Press, [758]
-
West, M. (2003), "Bayesian Factor Regression Models in the 'Large p, Small n' Paradigm, " in Bayesian Statistics (Vol. 7); J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith, and M. West (eds.), Oxford: Oxford University Press, 733-742. [758].
-
(2003)
Bayesian Statistics
, vol.7
, pp. 733-742
-
-
West, M.1
-
54
-
-
0002692783
-
Soft Modeling by Latent Variables: The Nonlinear Iterative Partial Least Squares Approach
-
in, J. Gani (ed.), London: Academic Press, [757]
-
Wold, H. (1975), "Soft Modeling by Latent Variables: The Nonlinear Iterative Partial Least Squares Approach, " in Perspectives in Probability and Statistics: Papers in Honour of M.S. Bartlett, J. Gani (ed.), London: Academic Press, 117-144. [757].
-
(1975)
Perspectives in Probability and Statistics: Papers in Honour of M.S. Bartlett
, pp. 117-144
-
-
Wold, H.1
-
55
-
-
62249173657
-
Classifying Party Affiliation From Political Speech
-
[757]
-
Yu, B., Kaufmann, S., and Diermeirer, D. (2008), "Classifying Party Affiliation From Political Speech, " Journal of Information Technology and Politics, 5, 33-49. [757].
-
(2008)
Journal of Information Technology and Politics
, vol.5
, pp. 33-49
-
-
Yu, B.1
Kaufmann, S.2
Diermeirer, D.3
-
56
-
-
0002750914
-
The Analysis of Binary Longitudinal DataWith Time-Independent Covariates
-
[759]
-
Zeger, S. L., Liang, K.-Y., and Self, S. G. (1985), "The Analysis of Binary Longitudinal DataWith Time-Independent Covariates, " Biometrika, 72, 31-38. [759].
-
(1985)
Biometrika
, vol.72
, pp. 31-38
-
-
Zeger, S.L.1
Liang, K.-Y.2
Self, S.G.3
|