Access Statistics for Rob J Hyndman

Author contact details at EconPapers.

Working Paper File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
25 Years of IIF Time Series Forecasting: A Selective Review 5 7 30 65 7 17 79 307
25 Years of IIF Time Series Forecasting: A Selective Review 7 14 59 300 13 27 121 584
A State Space Framework for Automatic Forecasting Using Exponential Smoothing Methods 5 12 69 491 10 28 154 1,351
A state space model for exponential smoothing with group seasonality 3 5 29 150 6 13 104 318
An Improved Method for Bandwidth Selection when Estimating ROC Curves 2 3 11 128 2 5 24 483
Another Look at Measures of Forecast Accuracy 17 36 189 745 39 102 452 1,941
Automatic time series forecasting: the forecast package for R 36 91 390 884 97 247 1,007 1,903
Bandwidth Selection for Kernel Conditional Density Estimation 0 0 0 0 3 15 52 1,311
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 3 11 50 559 12 43 183 1,822
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 10 34 173 808 54 129 581 2,631
Density forecasting for long-term peak electricity demand 10 22 106 117 16 37 211 248
Empirical Information Criteria for Time Series Forecasting Model Selection 3 9 49 944 12 42 199 3,156
Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand 5 16 79 642 20 64 337 2,200
Exponential smoothing and non-negative data 3 5 55 55 10 23 105 105
Forecasting Time-Series with Correlated Seasonality 2 6 27 216 3 9 58 599
Forecasting age-specific breast cancer mortality using functional data models 1 5 19 139 4 17 118 812
Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall 1 9 28 210 5 19 89 1,402
Half-Life Estimation based on the Bias-Corrected Bootstrap: A Highest Density Region Approach 0 5 27 127 6 24 116 581
Hierarchical forecasts for Australian domestic tourism 2 6 26 75 3 10 60 183
Invertibility Conditions for Exponential Smoothing Models 5 13 44 369 17 44 212 2,380
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 1 10 41 160 9 35 149 552
Local Linear Forecasts Using Cubic Smoothing Splines 4 9 44 403 10 28 127 1,446
Local Linear Multivariate Regression with Variable Bandwidth in the Presence of Heteroscedasticity 1 7 29 138 7 23 105 440
Mixed Model-Based Hazard Estimation 2 5 21 124 3 7 34 578
Modelling and forecasting Australian domestic tourism 3 12 68 271 9 22 139 605
Monitoring Processes with Changing Variances 3 5 21 34 8 12 44 62
Non Parametric Confidence Intervals for Receiver Operating Characteristic Curves 2 4 18 222 3 12 63 1,113
Non-linear exponential smoothing and positive data 4 10 31 95 9 24 145 351
Nonparametric Estimation and Symmetry Tests for Conditional Density Functions 3 8 16 163 3 9 33 916
Nonparametric autocovariance function estimation 0 0 0 69 1 4 19 1,008
Nonparametric time series forecasting with dynamic updating 25 49 49 49 23 30 30 30
Optimal combination forecasts for hierarchical time series 10 14 48 149 11 24 104 284
Prediction Intervals for Exponential Smoothing State Space Models 6 14 61 471 12 38 150 1,671
Rainbow plots, Bagplots and Boxplots for Functional Data 3 7 28 28 8 18 66 66
Rating Forecasts for Television Programs 0 3 22 151 3 11 50 401
Residual Diagnostic Plots for Checking for model Mis-Specification in Time Series Regression 0 0 0 0 7 15 90 1,436
Robust forecasting of mortality and fertility rates: a functional data approach 2 11 43 234 10 31 143 661
Some Nonlinear Exponential Smoothing Models are Unstable 3 7 31 182 9 22 129 863
Statistical Methodological Issues in Studies of Air Pollution and Respiratory Disease 0 1 6 188 0 2 53 924
Stochastic models underlying Croston's method for intermittent demand forecasting 30 72 299 1,778 85 216 950 4,803
Stochastic population forecasts using functional data models for mortality, fertility and migration 2 6 45 188 6 16 123 572
The tourism forecasting competition 4 10 74 74 8 22 125 125
The vector innovation structural time series framework: a simple approach to multivariate forecasting 1 9 36 145 12 33 100 292
Time Series Forecasting: The Case for the Single Source of Error State Space 5 11 45 275 9 24 120 1,058
Unmasking the Theta Method 8 12 50 236 16 28 136 921
Using R to Teach Econometrics 30 74 295 1,639 53 134 540 3,211
Total Working Papers 272 679 2,881 14,490 673 1,755 8,029 48,706

Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
25 years of time series forecasting 1 1 12 70 4 10 42 189
A Bayesian approach to bandwidth selection for multivariate kernel density estimation 1 4 21 59 1 6 34 134
A change of editors 0 0 3 3 0 0 19 19
A state space framework for automatic forecasting using exponential smoothing methods 0 1 21 101 2 11 60 350
Another Look at Forecast Accuracy Metrics for Intermittent Demand 4 11 60 194 11 28 164 511
Another look at measures of forecast accuracy 5 12 38 129 10 27 101 381
Bandwidth selection for kernel conditional density estimation 1 3 21 54 1 6 39 130
Call for Papers: Special issue of the International Journal of Forecasting on tourism forecasting 0 1 13 16 0 10 57 64
Editorial 0 0 1 8 1 1 7 88
Exponential smoothing models: Means and variances for lead-time demand 0 2 10 18 2 4 20 65
Forecasting time series with multiple seasonal patterns 2 8 33 51 8 22 98 144
Half-life estimation based on the bias-corrected bootstrap: A highest density region approach 0 2 6 15 0 4 27 125
Hierarchical forecasts for Australian domestic tourism 2 5 15 15 8 23 45 45
Improved methods for bandwidth selection when estimating ROC curves 0 0 4 4 0 1 8 8
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 1 1 12 34 5 10 52 248
Minimum Sample Size requirements for Seasonal Forecasting Models 1 4 27 71 6 14 112 292
Monitoring processes with changing variances 2 3 3 3 3 4 4 4
On continuous-time threshold autoregression 0 0 7 34 0 0 11 114
Prediction intervals for exponential smoothing using two new classes of state space models 1 4 17 86 8 16 56 357
Robust forecasting of mortality and fertility rates: A functional data approach 1 4 9 27 1 8 36 114
Smoothing non-Gaussian time series with autoregressive structure 1 1 7 19 3 9 33 100
Stochastic models underlying Croston's method for intermittent demand forecasting 8 16 73 377 23 52 250 1,260
Stochastic population forecasts using functional data models for mortality, fertility and migration 1 4 13 26 3 6 46 71
The admissible parameter space for exponential smoothing models 0 5 22 27 1 6 46 63
The interaction between trend and seasonality 0 2 5 38 2 5 20 192
Twenty-five years of forecasting 0 0 5 48 2 2 14 119
Unmasking the Theta method 0 1 9 44 1 8 34 245
Using R to teach econometrics 20 48 237 989 34 102 510 2,186
Total Journal Articles 52 143 704 2,560 140 395 1,945 7,618

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Statistics updated 2009-11-04