Access Statistics for Rob 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 1 1 16 29 8 15 85 197
25 Years of IIF Time Series Forecasting: A Selective Review 2 8 41 227 6 26 119 405
A State Space Framework for Automatic Forecasting Using Exponential Smoothing Methods 7 23 76 400 17 60 192 1,119
A state space model for exponential smoothing with group seasonality 4 13 82 82 17 42 119 119
An Improved Method for Bandwidth Selection when Estimating ROC Curves 2 3 10 115 8 15 36 432
Another Look at Measures of Forecast Accuracy 14 48 179 479 47 143 512 1,264
Automatic time series forecasting: the forecast package for R 34 99 305 305 84 201 457 457
Bandwidth Selection for Kernel Conditional Density Estimation 0 0 0 0 8 20 80 1,226
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 6 18 86 473 30 66 304 1,530
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 8 35 143 548 36 116 468 1,823
Empirical Information Criteria for Time Series Forecasting Model Selection 5 19 80 859 23 88 324 2,818
Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand 11 22 79 530 43 108 299 1,718
Forecasting Time-Series with Correlated Seasonality 3 8 28 176 14 27 109 482
Forecasting age-specific breast cancer mortality using functional data models 3 9 32 107 15 41 161 595
Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall 1 5 23 164 11 36 146 1,240
Half-Life Estimation based on the Bias-Corrected Bootstrap: A Highest Density Region Approach 4 10 44 87 14 40 182 367
Hierarchical forecasts for Australian domestic tourism 2 5 38 38 7 24 68 68
Invertibility Conditions for Exponential Smoothing Models 4 8 38 314 39 90 310 2,059
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 3 8 33 89 16 35 144 291
Local Linear Forecasts Using Cubic Smoothing Splines 8 15 44 345 24 53 162 1,241
Local Linear Multivariate Regression with Variable Bandwidth in the Presence of Heteroscedasticity 4 9 43 95 14 28 131 276
Mixed Model-Based Hazard Estimation 0 3 23 97 9 19 68 517
Modelling and forecasting Australian domestic tourism 5 18 96 170 23 56 212 363
Non Parametric Confidence Intervals for Receiver Operating Characteristic Curves 4 9 26 194 16 39 131 994
Non-linear exponential smoothing and positive data 2 14 45 45 13 48 90 90
Nonparametric Estimation and Symmetry Tests for Conditional Density Functions 2 5 19 142 9 21 62 853
Nonparametric autocovariance function estimation 0 0 1 69 5 13 44 971
Optimal combination forecasts for hierarchical time series 3 15 80 80 13 42 111 111
Prediction Intervals for Exponential Smoothing State Space Models 9 25 56 371 26 66 177 1,407
Rating Forecasts for Television Programs 2 5 21 123 7 17 62 311
Residual Diagnostic Plots for Checking for model Mis-Specification in Time Series Regression 0 0 0 0 23 51 154 1,266
Robust forecasting of mortality and fertility rates: a functional data approach 3 12 38 153 13 34 145 432
Some Nonlinear Exponential Smoothing Models are Unstable 1 9 46 134 14 57 242 644
Statistical Methodological Issues in Studies of Air Pollution and Respiratory Disease 1 6 18 176 9 34 109 823
Stochastic models underlying Croston's method for intermittent demand forecasting 34 96 305 1,331 85 229 850 3,370
Stochastic population forecasts using functional data models for mortality, fertility and migration 4 12 44 116 13 34 144 361
The vector innovation structural time series framework: a simple approach to multivariate forecasting 6 13 89 89 14 36 129 129
Time Series Forecasting: The Case for the Single Source of Error State Space 4 12 55 213 18 56 224 867
Unmasking the Theta Method 4 8 32 169 14 37 130 717
Using R to Teach Econometrics 27 91 325 1,205 61 188 604 2,415
Total Working Papers 237 719 2,739 10,339 866 2,351 8,096 36,368

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 0 5 20 47 4 16 59 111
A Bayesian approach to bandwidth selection for multivariate kernel density estimation 1 3 19 23 6 15 50 59
A state space framework for automatic forecasting using exponential smoothing methods 1 7 16 68 10 28 73 248
Another Look at Forecast Accuracy Metrics for Intermittent Demand 9 21 62 112 20 47 139 267
Another look at measures of forecast accuracy 2 7 39 71 17 44 140 215
Bandwidth selection for kernel conditional density estimation 2 7 22 28 7 19 64 74
Editorial 0 0 0 5 3 6 17 66
Exponential smoothing models: Means and variances for lead-time demand 1 3 3 3 8 13 18 18
Half-life estimation based on the bias-corrected bootstrap: A highest density region approach 0 1 2 2 5 13 60 62
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 2 4 10 19 12 26 94 146
Minimum Sample Size requirements for Seasonal Forecasting Models 3 15 31 31 11 44 98 98
On continuous-time threshold autoregression 0 2 8 25 4 10 34 90
Prediction intervals for exponential smoothing using two new classes of state space models 2 5 18 57 9 22 85 250
Robust forecasting of mortality and fertility rates: A functional data approach 1 6 10 10 6 19 46 46
Smoothing non-Gaussian time series with autoregressive structure 0 1 6 8 7 13 39 47
Stochastic models underlying Croston's method for intermittent demand forecasting 13 26 105 264 41 94 360 836
The interaction between trend and seasonality 0 4 14 28 4 14 66 149
Twenty-five years of forecasting 0 1 11 38 5 10 36 82
Unmasking the Theta method 1 1 3 32 7 11 29 190
Using R to teach econometrics 18 55 210 641 44 136 453 1,432
Total Journal Articles 56 174 609 1,512 230 600 1,960 4,486

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Statistics updated 2008-05-06