-
1
-
-
42449156579
-
Generalized autoregressive conditional heteroscedasticity
-
Bollerslev, T.: Generalized autoregressive conditional heteroscedasticity. J. Econom. 31, 307-327 (1986).
-
(1986)
J. Econom.
, vol.31
, pp. 307-327
-
-
Bollerslev, T.1
-
3
-
-
0001673026
-
Time series count data regression
-
Brännäs, K., Johansson, P.: Time series count data regression. Commun. Stat., Theory Methods 23, 2907-2925 (1994).
-
(1994)
Commun. Stat., Theory Methods
, vol.23
, pp. 2907-2925
-
-
Brännäs, K.1
Johansson, P.2
-
4
-
-
38949085188
-
Model selection, estimation and forecasting in INAR(p) models: A likelihood-based Markov chain approach
-
Bu, R., McCabe, B. P. M.: Model selection, estimation and forecasting in INAR(p) models: A likelihood-based Markov chain approach. Int. J. Forecast. 24, 151-162 (2008).
-
(2008)
Int. J. Forecast.
, vol.24
, pp. 151-162
-
-
Bu, R.1
McCabe, B.P.M.2
-
5
-
-
54849441661
-
Maximum likelihood estimation of higher-order integer-valued autoregressive processes
-
Bu, R., McCabe, B. P. M., Hadri, K.: Maximum likelihood estimation of higher-order integer-valued autoregressive processes. J. Time Ser. Anal. 29, 973-994 (2008).
-
(2008)
J. Time Ser. Anal.
, vol.29
, pp. 973-994
-
-
Bu, R.1
McCabe, B.P.M.2
Hadri, K.3
-
7
-
-
21844487061
-
Monte Carlo EM estimation for time series models involving counts
-
Chan, K., Ledolter, J.: Monte Carlo EM estimation for time series models involving counts. J. Am. Stat. Assoc. 90, 242-252 (1995).
-
(1995)
J. Am. Stat. Assoc.
, vol.90
, pp. 242-252
-
-
Chan, K.1
Ledolter, J.2
-
9
-
-
0002837834
-
Statistical analysis of time series: Some recent developments
-
Cox, D. R.: Statistical analysis of time series: Some recent developments. Scand. J. Stat. 8, 93-115 (1981).
-
(1981)
Scand. J. Stat.
, vol.8
, pp. 93-115
-
-
Cox, D.R.1
-
10
-
-
70450231574
-
Predictive model assessment for count data
-
Czado, C., Gneiting, T., Held, L.: Predictive model assessment for count data. Biometrics 65, 1254-1261 (2009).
-
(2009)
Biometrics
, vol.65
, pp. 1254-1261
-
-
Czado, C.1
Gneiting, T.2
Held, L.3
-
12
-
-
69249174858
-
A negative binomial model for time series of counts
-
Davis, R. A., Wu, R.: A negative binomial model for time series of counts. Biometrika 96, 735-749 (2009).
-
(2009)
Biometrika
, vol.96
, pp. 735-749
-
-
Davis, R.A.1
Wu, R.2
-
13
-
-
0002790886
-
Modeling time series of count data
-
S. Ghosh (Ed.), New York: Dekker
-
Davis, R. A., Dunsmuir, W. T. M., Wang, Y.: Modeling time series of count data. In: Ghosh, S. (ed.) Asymptotics, Nonparametrics, and Time Series: A Tribute to Madan Lal Puri, pp. 63-116. Dekker, New York (1999).
-
(1999)
Asymptotics, Nonparametrics, and Time Series: A Tribute to Madan Lal Puri
, pp. 63-116
-
-
Davis, R.A.1
Dunsmuir, W.T.M.2
Wang, Y.3
-
14
-
-
0344356142
-
On autocorrelation in a Poisson regression model
-
Davis, R. A., Dunsmuir, W. T. M., Wang, Y.: On autocorrelation in a Poisson regression model. Biometrika 87, 491-505 (2000).
-
(2000)
Biometrika
, vol.87
, pp. 491-505
-
-
Davis, R.A.1
Dunsmuir, W.T.M.2
Wang, Y.3
-
15
-
-
3843066519
-
Observation-driven models for Poisson counts
-
Davis, R. A., Dunsmuir, W. T. M., Streett, S. B.: Observation-driven models for Poisson counts. Biometrika 90, 777-790 (2003).
-
(2003)
Biometrika
, vol.90
, pp. 777-790
-
-
Davis, R.A.1
Dunsmuir, W.T.M.2
Streett, S.B.3
-
16
-
-
22944471128
-
Maximum likelihood estimation for an observation driven model for Poisson counts
-
Davis, R. A., Dunsmuir, W. T. M., Streett, S. B.: Maximum likelihood estimation for an observation driven model for Poisson counts. Methodol. Comput. Appl. Probab. 7, 149-159 (2005).
-
(2005)
Methodol. Comput. Appl. Probab.
, vol.7
, pp. 149-159
-
-
Davis, R.A.1
Dunsmuir, W.T.M.2
Streett, S.B.3
-
17
-
-
0000582742
-
Statistical theory: The prequential approach
-
Dawid, A. P.: Statistical theory: The prequential approach. J. R. Stat. Soc. Ser. A 147, 278-292 (1984).
-
(1984)
J. R. Stat. Soc. Ser. A
, vol.147
, pp. 278-292
-
-
Dawid, A.P.1
-
18
-
-
84981474440
-
The integer-valued autoregressive (INAR (p)) model
-
Du, J. G., Li, Y.: The integer-valued autoregressive (INAR (p)) model. J. Time Ser. Anal. 12, 129-142 (1991).
-
(1991)
J. Time Ser. Anal.
, vol.12
, pp. 129-142
-
-
Du, J.G.1
Li, Y.2
-
19
-
-
0034354798
-
Time series analysis of non-Gaussian observations based on state space models from both classical and Bayesian perspectives
-
Durbin, J., Koopman, S. J.: Time series analysis of non-Gaussian observations based on state space models from both classical and Bayesian perspectives. J. R. Stat. Soc. B 62, 3-56 (2000).
-
(2000)
J. R. Stat. Soc. B
, vol.62
, pp. 3-56
-
-
Durbin, J.1
Koopman, S.J.2
-
20
-
-
84895372431
-
Double exponential families and their use in generalized linear regression
-
Efron, B.: Double exponential families and their use in generalized linear regression. J. Am. Stat. Assoc. 81, 709-721 (1986).
-
(1986)
J. Am. Stat. Assoc.
, vol.81
, pp. 709-721
-
-
Efron, B.1
-
21
-
-
0000373457
-
Autoregressive conditional duration: A new model for irregularly spaced transaction data
-
Engle, R. F., Russell, J. R.: Autoregressive conditional duration: A new model for irregularly spaced transaction data. Econometrica 66, 1127-1162 (1998).
-
(1998)
Econometrica
, vol.66
, pp. 1127-1162
-
-
Engle, R.F.1
Russell, J.R.2
-
23
-
-
78649972207
-
A hierarchical Bayes approach to estimation and prediction to time series of counts
-
Farrell, P. J., MacGibbon, B., Tomberlin, T. J.: A hierarchical Bayes approach to estimation and prediction to time series of counts. Braz. J. Probab. Stat. 21, 187-202 (2007).
-
(2007)
Braz. J. Probab. Stat.
, vol.21
, pp. 187-202
-
-
Farrell, P.J.1
Macgibbon, B.2
Tomberlin, T.J.3
-
24
-
-
54049122928
-
Feasible parameter regions for alternative discrete state space models
-
Feigin, P. D., Gould, P., Martin, G. M., Snyder, R. D.: Feasible parameter regions for alternative discrete state space models. Stat. Probab. Lett. 78, 2963-2970 (2008).
-
(2008)
Stat. Probab. Lett.
, vol.78
, pp. 2963-2970
-
-
Feigin, P.D.1
Gould, P.2
Martin, G.M.3
Snyder, R.D.4
-
25
-
-
33745955479
-
Integer-valued GARCH process
-
Ferland, R., Latour, A., Oraichi, D.: Integer-valued GARCH process. J. Time Ser. Anal. 27, 923-942 (2006).
-
(2006)
J. Time Ser. Anal.
, vol.27
, pp. 923-942
-
-
Ferland, R.1
Latour, A.2
Oraichi, D.3
-
26
-
-
0035647973
-
Truncated Poisson regression for time series of counts
-
Fokianos, K.: Truncated Poisson regression for time series of counts. Scand. J. Stat. 28, 645-659 (2001).
-
(2001)
Scand. J. Stat.
, vol.28
, pp. 645-659
-
-
Fokianos, K.1
-
27
-
-
74049125228
-
Poisson autoregression
-
Fokianos, K., Rahbek, A., Tjøstheim, D.: Poisson autoregression. J. Am. Stat. Assoc. 104, 1430-1439 (2009).
-
(2009)
J. Am. Stat. Assoc.
, vol.104
, pp. 1430-1439
-
-
Fokianos, K.1
Rahbek, A.2
Tjøstheim, D.3
-
28
-
-
3943051293
-
Analysis of count data by means of the Poisson autoregressive model
-
Freeland, R. K., McCabe, B. P. M.: Analysis of count data by means of the Poisson autoregressive model. J. Time Ser. Anal. 25, 701-722 (2004).
-
(2004)
J. Time Ser. Anal.
, vol.25
, pp. 701-722
-
-
Freeland, R.K.1
McCabe, B.P.M.2
-
30
-
-
33947274775
-
Strictly proper scoring rules, prediction, and estimation
-
Gneiting, T., Raftery, A. E.: Strictly proper scoring rules, prediction, and estimation. J. Am. Stat. Assoc. 102, 359-378 (2007).
-
(2007)
J. Am. Stat. Assoc.
, vol.102
, pp. 359-378
-
-
Gneiting, T.1
Raftery, A.E.2
-
31
-
-
33847399672
-
Probabilistic forecasts, calibration and sharpness
-
Gneiting, T., Balabdaoui, F., Raftery, A. E.: Probabilistic forecasts, calibration and sharpness. J. R. Stat. Soc. Ser. B 69, 243-268 (2007).
-
(2007)
J. R. Stat. Soc. Ser. B
, vol.69
, pp. 243-268
-
-
Gneiting, T.1
Balabdaoui, F.2
Raftery, A.E.3
-
32
-
-
0001976863
-
Likelihood ratio test, Wald test, and Kuhn-Tucker test in linear models with inequality constraints on the regression parameters
-
Gouriéroux, C., Holly, A., Monfort, A.: Likelihood ratio test, Wald test, and Kuhn-Tucker test in linear models with inequality constraints on the regression parameters. Econometrica 50, 63-80 (1982).
-
(1982)
Econometrica
, vol.50
, pp. 63-80
-
-
Gouriéroux, C.1
Holly, A.2
Monfort, A.3
-
33
-
-
0034358979
-
Non-Gaussian conditional linear AR(1) models
-
Grunwald, G. K., Hyndman, R. J., Tedesco, L., Tweedie, R. L.: Non-Gaussian conditional linear AR(1) models. Aust. N. Z. J. Stat. 42, 479-495 (2000).
-
(2000)
Aust. N. Z. J. Stat.
, vol.42
, pp. 479-495
-
-
Grunwald, G.K.1
Hyndman, R.J.2
Tedesco, L.3
Tweedie, R.L.4
-
35
-
-
84952527343
-
Time series models for count or qualitative observations
-
Harvey, A. C., Fernandes, C.: Time series models for count or qualitative observations. J. Bus. Econ. Stat. 7, 407-417 (1989).
-
(1989)
J. Bus. Econ. Stat.
, vol.7
, pp. 407-417
-
-
Harvey, A.C.1
Fernandes, C.2
-
37
-
-
0030511667
-
Time series models with univariate margins in the convolution-closed infinitely divisible class
-
Joe, H.: Time series models with univariate margins in the convolution-closed infinitely divisible class. J. Appl. Probab. 33, 664-677 (1996).
-
(1996)
J. Appl. Probab.
, vol.33
, pp. 664-677
-
-
Joe, H.1
-
38
-
-
3843096938
-
Estimating time series models of count data using efficient importance sampling
-
Jung, R. C., Liesenfeld, R.: Estimating time series models of count data using efficient importance sampling. Allg. Stat. Arch. 85, 387-407 (2001).
-
(2001)
Allg. Stat. Arch.
, vol.85
, pp. 387-407
-
-
Jung, R.C.1
Liesenfeld, R.2
-
39
-
-
33746155637
-
Binomial thinning models for integer time series
-
Jung, R. C., Tremayne, A. R.: Binomial thinning models for integer time series. Stat. Model. 6, 81-96 (2006a).
-
(2006)
Stat. Model.
, vol.6
, pp. 81-96
-
-
Jung, R.C.1
Tremayne, A.R.2
-
40
-
-
33645751094
-
Coherent forecasting in integer time series models
-
Jung, R. C., Tremayne, A. R.: Coherent forecasting in integer time series models. Int. J. Forecast. 22, 223-238 (2006b).
-
(2006)
Int. J. Forecast.
, vol.22
, pp. 223-238
-
-
Jung, R.C.1
Tremayne, A.R.2
-
41
-
-
79953847140
-
Convolution-closed models for count time series with applications
-
(Forthcoming)
-
Jung, R. C., Tremayne, A. R.: Convolution-closed models for count time series with applications. J. Time Ser. Anal. (Forthcoming).
-
J. Time Ser. Anal.
-
-
Jung, R.C.1
Tremayne, A.R.2
-
42
-
-
33645727726
-
Estimation in conditional first order autoregression with discrete support
-
Jung, R. C., Ronning, G., Tremayne, A. R.: Estimation in conditional first order autoregression with discrete support. Stat. Pap. 46, 195-224 (2005).
-
(2005)
Stat. Pap.
, vol.46
, pp. 195-224
-
-
Jung, R.C.1
Ronning, G.2
Tremayne, A.R.3
-
43
-
-
33750967610
-
Time series of count data: Modeling, estimation and diagnostics
-
Jung, R. C., Kukuk, M., Liesenfeld, R.: Time series of count data: Modeling, estimation and diagnostics. Comput. Stat. Data Anal. 51, 2350-2364 (2006).
-
(2006)
Comput. Stat. Data Anal.
, vol.51
, pp. 2350-2364
-
-
Jung, R.C.1
Kukuk, M.2
Liesenfeld, R.3
-
44
-
-
78449249543
-
Dynamic factor models for multivariate count data: An application to stock-market trading activity
-
doi: 10. 1198/jbes. 2009. 08212
-
Jung, R. C., Liesenfeld, R., Richard, J. F.: Dynamic factor models for multivariate count data: An application to stock-market trading activity. J. Bus. Econ. Stat. doi: 10. 1198/jbes. 2009. 08212.
-
J. Bus. Econ. Stat.
-
-
Jung, R.C.1
Liesenfeld, R.2
Richard, J.F.3
-
46
-
-
0031288214
-
The Monte Carlo Newton-Raphson algorithm
-
Kuk, AY, Cheng, Y. W.: The Monte Carlo Newton-Raphson algorithm. J. Stat. Comput. Simul. 59, 233-250 (1997).
-
(1997)
J. Stat. Comput. Simul.
, vol.59
, pp. 233-250
-
-
Kuk, A.Y.1
Cheng, Y.W.2
-
49
-
-
67649652030
-
Discrete variate time series
-
D. Shanbhag and C. Rao (Eds.), Amsterdam: Elsevier Science
-
McKenzie, E.: Discrete variate time series. In: Shanbhag, D., Rao, C. (eds.) Handbook of Statistics, vol. 21, pp. 573-606. Elsevier Science, Amsterdam (2003).
-
(2003)
Handbook of Statistics
, vol.21
, pp. 573-606
-
-
McKenzie, E.1
-
51
-
-
33646151827
-
Bayesian analysis of time series Poisson data
-
Oh, M. S., Lim, Y. B.: Bayesian analysis of time series Poisson data. J. Appl. Stat. 28, 259-271 (2001).
-
(2001)
J. Appl. Stat.
, vol.28
, pp. 259-271
-
-
Oh, M.S.1
Lim, Y.B.2
-
52
-
-
0000301907
-
Remarks on a multivariate transformation
-
Rosenblatt, M.: Remarks on a multivariate transformation. Ann. Math. Stat. 23, 470-472 (1952).
-
(1952)
Ann. Math. Stat.
, vol.23
, pp. 470-472
-
-
Rosenblatt, M.1
-
54
-
-
57049122901
-
Thinning operations for modelling time series of counts-a survey
-
Weiß, C. H.: Thinning operations for modelling time series of counts-a survey. Adv. Stat. Anal. 92, 319-341 (2008).
-
(2008)
Adv. Stat. Anal.
, vol.92
, pp. 319-341
-
-
Weiß, C.H.1
-
55
-
-
70350594630
-
Modelling time series of counts with overdispersion
-
Weiß, C. H.: Modelling time series of counts with overdispersion. Stat. Methods Appl. 18, 507-519 (2009).
-
(2009)
Stat. Methods Appl.
, vol.18
, pp. 507-519
-
-
Weiß, C.H.1
-
56
-
-
0010876556
-
Quasi-likelihood methods for count data
-
H. Pesaran and P. Schmidt (Eds.), Oxford: Blackwell
-
Wooldridge, J. M.: Quasi-likelihood methods for count data. In: Pesaran, H., Schmidt, P. (eds.) Handbook of Applied Econometrics, pp. 352-406. Blackwell, Oxford (1999).
-
(1999)
Handbook of Applied Econometrics
, pp. 352-406
-
-
Wooldridge, J.M.1
-
57
-
-
0013136164
-
A regression model for time series of counts
-
Zeger, S. L.: A regression model for time series of counts. Biometrika 75, 621-629 (1988).
-
(1988)
Biometrika
, vol.75
, pp. 621-629
-
-
Zeger, S.L.1
-
58
-
-
0024204207
-
Markov regression models for time series: A quasi-likelihood approach
-
Zeger, S. L., Qaqish, B.: Markov regression models for time series: A quasi-likelihood approach. Biometrics 44, 1019-1031 (1988).
-
(1988)
Biometrics
, vol.44
, pp. 1019-1031
-
-
Zeger, S.L.1
Qaqish, B.2
|